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The Trade Desk

ttd · NASDAQ Communication Services
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Ticker ttd
Exchange NASDAQ
Sector Communication Services
Industry Advertising Agencies
Employees 1001-5000
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FY2020 Annual Report · The Trade Desk
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 10-K

(Mark One)
☒ ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 2020
OR
☐ TRANSITION  REPORT  PURSUANT  TO  SECTION  13  OR  15(d)  OF  THE  SECURITIES  EXCHANGE

ACT OF 1934

For the transition period from                  to                 
Commission File Number 001-37879

THE TRADE DESK, INC.

(Exact name of registrant as specified in its charter)

Delaware
(State or other jurisdiction of
incorporation or organization)

27-1887399
(I.R.S. Employer
Identification No.)

42 N. Chestnut Street
Ventura, California 93001
(Address of principal executive offices, including zip code)
(805) 585-3434
(Registrant’s telephone number, including area code)

Title of each class
Class A Common Stock, par value $0.000001 per share

Securities registered pursuant to Section 12(b) of the Act:
Trading Symbol
TTD
Securities registered pursuant to Section 12(g) of the Act: None

Name of each exchange on which registered
The Nasdaq Stock Market LLC

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.    Yes  ☒    No  ☐
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or 15(d) of the Act.    Yes  ☐    No  ☒
Indicate by check mark whether the registrant: (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months

(or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yes  ☒    No  ☐

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this

chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).    Yes  ☒    No  ☐

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See

the definition of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.

Large accelerated filer
Non-accelerated filer
Emerging growth company

  ☒
  ☐  
  ☐

   Accelerated filer
   Smaller reporting company

  ☐
  ☐

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting

standards provided pursuant to Section 13(a) of the Exchange Act.  ☐ 

Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under

Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.  ☒ 

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes ☐    No  ☒
The aggregate market value of the voting and non-voting common equity held by non-affiliates of the registrant as of June 30, 2020, based on the closing sales price for the Registrant’s

Class A common stock, as reported on the NASDAQ Global Market, was approximately $16,815,566,802. As of January 31, 2021, there were 42,598,726 shares of the registrant’s Class A
common stock outstanding and 4,780,900 shares of the registrant’s Class B common stock outstanding.

Portions of the registrant’s Proxy Statement for the 2021 Annual Meeting of Stockholders are incorporated by reference in Part III of this Annual Report on Form 10-K to the extent

stated herein. Such proxy statement will be filed with the Securities and Exchange Commission within 120 days of the registrant’s fiscal year ended December 31, 2020.

DOCUMENTS INCORPORATED BY REFERENCE

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
 
 
 
 
THE TRADE DESK, INC.
ANNUAL REPORT ON FORM 10-K
FOR THE FISCAL YEAR ENDED DECEMBER 31, 2020

TABLE OF CONTENTS

Special Note About Forward-Looking Statements

Part I
Item 1.
Item 1A.
Item 1B.
Item 2.
Item 3.
Item 4.

Part II
Item 5.
Item 6.
Item 7.
Item 7A.
Item 8.
Item 9.
Item 9A.
Item 9B.

Part III
Item 10.
Item 11.
Item 12.
Item 13.
Item 14.

Part IV
Item 15.
Item 16.

Signatures 

  Business
  Risk Factors
  Unresolved Staff Comments
  Properties
  Legal Proceedings
  Mine Safety Disclosures

  Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
  Selected Financial Data
  Management’s Discussion and Analysis of Financial Condition and Results of Operations
  Quantitative and Qualitative Disclosures About Market Risk
  Financial Statements and Supplementary Data
  Changes in and Disagreements with Accountants on Accounting and Financial Disclosure
  Controls and Procedures
  Other Information

  Directors, Executive Officers and Corporate Governance
  Executive Compensation
  Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
  Certain Relationships and Related Transactions, and Director Independence
  Principal Accountant Fees and Services

  Exhibits and Financial Statement Schedules
  Form 10-K Summary

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SPECIAL NOTE ABOUT FORWARD-LOOKING STATEMENTS

This Annual Report on Form 10-K contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as
amended, and Section 21E of the Securities Exchange Act of 1934, as amended. Forward-looking statements generally relate to future events or our future
financial or operating performance and may include statements concerning, among other things, our business strategy (including anticipated trends and
developments in, and management plans for, our business and the markets in which we operate), financial results, operating results, revenues, operating
expenses, and capital expenditures, sales and marketing initiatives and competition. In some cases, you can identify forward-looking statements because
they contain words such as “may,” “might,” “will,” “should,” “expects,” “plans,” “anticipates,” “could,” “intends,” “target,” “projects,”
“contemplates,” “believes,” “estimates,” “predicts,” “suggests,” “potential” or “continue” or the negative of these words or other similar terms or
expressions that concern our expectations, strategy, plans or intentions. These statements are not guarantees of future performance; they reflect our current
views with respect to future events and are based on assumptions and are subject to known and unknown risks, uncertainties and other factors that may
cause our actual results, performance or achievements to be materially different from expectations or results projected or implied by forward-looking
statements.

We discuss many of these risks in Item 1A of this Annual Report on Form 10-K in greater detail under the heading “Risk Factors” and in other

filings we make from time to time with the Securities and Exchange Commission, or SEC. Also, these forward-looking statements represent our estimates
and assumptions only as of the date of this Annual Report on Form 10-K, which are inherently subject to change and involve risks and uncertainties.
Unless required by federal securities laws, we assume no obligation to update any of these forward-looking statements, or to update the reasons actual
results could differ materially from those anticipated, to reflect circumstances or events that occur after the statements are made. Given these uncertainties,
investors should not place undue reliance on these forward-looking statements.

Investors should read this Annual Report on Form 10-K and the documents that we reference in this report and have filed with the SEC completely

and with the understanding that our actual future results may be materially different from what we expect. We qualify all of our forward-looking statements
by these cautionary statements.

The following is a summary of the principal risks described below in Part I, Item 1A “Risk Factors” in this Annual Report on Form 10-K. We
believe that the risks described in the “Risk Factors” section are material to investors, but other factors not presently known to us or that we currently
believe are immaterial may also adversely affect us. The following summary should not be considered an exhaustive summary of the material risks facing
us, and it should be read in conjunction with the “Risk Factors” section and the other information contained in this Annual Report on Form 10-K.

SUMMARY OF RISK FACTORS

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If we fail to maintain and grow our client base and spend through our platform, our revenue and business may be negatively impacted.
The loss of advertising agencies as clients could significantly harm our business, financial condition and results of operations.
If we fail to innovate or make the right investment decisions in our offerings and platform, we may not attract and retain advertisers and advertising
agencies and our revenue and results of operations may decline.
The market for programmatic buying for advertising campaigns is relatively new and evolving. If this market develops slower or differently than we
expect, our business, growth prospects and financial condition would be adversely affected.
The effects of health epidemics, such as the ongoing global COVID-19 pandemic, have had, and could in the future have, an adverse impact on our
business, financial condition and results of operations.
The market in which we participate is intensely competitive, and we may not be able to compete successfully with our current or future competitors.

•
• We often have long sales cycles, which can result in significant time between initial contact with a prospect and execution of a client agreement,

making it difficult to project when, if at all, we will obtain new clients and when we will generate revenue from those clients.

• We are subject to payment-related risks that may adversely affect our business, working capital, financial condition and results of operations,

•

including from advertising agencies that do not pay us until they receive payment from their advertisers and from clients that dispute or do not pay
their invoices.
Any decrease in the use of the advertising channels that we are primarily dependent upon, failure to expand the use of emerging channels, or
unexpected shift in use among the channels in which we operate, could harm our growth prospects, financial condition and results of operations.
If our access to quality advertising inventory is diminished or fails to expand, our revenue could decline and our growth could be impeded.
Seasonal fluctuations in advertising activity could have a negative impact on our revenue, cash flow and results of operations.

•
•
• We may experience outages and disruptions on our platform if we fail to maintain adequate security and supporting infrastructure as we scale our

platform, which may harm our reputation and negatively impact our business, financial condition and results of operations.

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•

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If unauthorized access is obtained to user, client or inventory and third-party provider data, or our platform is compromised, our services may be
disrupted or perceived as insecure, and as a result, we may lose existing clients or fail to attract new clients, and we may incur significant
reputational harm and legal and financial liabilities.
Privacy and data protection laws to which we are subject may cause us to incur additional or unexpected costs, subject us to enforcement actions for
compliance failures, or cause us to change our platform or business model, which may have a material adverse effect on our business.
Third parties control our access to unique identifiers, and if the use of “third-party cookies” or other technology to uniquely identify devices is
rejected by Internet users, restricted or otherwise subject to unfavorable regulation, blocked or limited by technical changes on end users’ devices
and web browsers, or our and our clients’ ability to use data on our platform is otherwise restricted, our performance may decline, and we may lose
advertisers and revenue.
The market price of our Class A common stock may be volatile or may decline regardless of our operating performance, and you may not be able to
resell your shares at or above your purchase price.
Substantial future sales of shares of our common stock could cause the market price of our Class A common stock to decline.
Insiders have substantial control over our company, including as a result of the dual class structure of our common stock, which could limit your
ability to influence the outcome of key decisions, including a change of control.

This section contains forward-looking statements. You should refer to the explanation of the qualifications and limitations on forward-looking

statements described above.

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PART I

Item 1. Business

Overview

The Trade Desk, Inc. (the “Company,” “we,” “our,” or “The Trade Desk”) is a technology company that empowers buyers of advertising. Through

our self-service, cloud-based platform, ad buyers can create, manage, and optimize more expressive data-driven digital advertising campaigns across ad
formats and channels, including display, video, audio, in-app, native and social, on a multitude of devices, such as computers, mobile devices, and
connected TV (“CTV”). Our platform’s integrations with major inventory, publisher, and data partners provides ad buyers reach and decisioning
capabilities, and our enterprise application programming interfaces (“APIs”) enable our clients to develop on top of the platform.

We commercially launched our platform in 2011, targeting the display advertising channel. Since launching, we have added additional advertising

channels. In 2020, the gross spend on our platform came from multiple channels including mobile, video (which includes CTV), display, audio, native and
social channels.

Our clients are primarily the advertising agencies and other service providers for advertisers, with whom we enter into ongoing master services

agreements (“MSAs”). We generate revenue by charging our clients a platform fee based on a percentage of a client’s total spend on advertising. We also
generate revenue from providing data and other value-added services and platform features.

The Trade Desk is a Delaware corporation established in 2009 and headquartered in Ventura, California.

Our Industry

We believe that several trends in the advertising industry, happening in parallel, are driving a shift to programmatic advertising – the selling and

buying of advertising inventory electronically.

Some of the key industry trends are:

Media is Becoming Digital. Media is increasingly becoming digital as a result of advances in technology and changes in consumer behavior. This
shift has enabled unprecedented options for advertisers to target and measure their advertising campaigns across nearly every media channel and device.
The digital advertising market is a significant and growing part of the total advertising market. We believe that the market is evolving and that advertisers
will shift more spend to digital media. Since media is becoming increasingly digital, decisions based on consumer and behavioral data are more prevalent.

Fragmentation of Audience. As digital media grows, audience fragmentation is accelerating. A growing “long tail” of mobile applications (apps),

media players, websites and content presents a challenge for advertisers trying to reach a large audience. Audience fragmentation has substantially
impacted TV content distribution, perhaps more than any other channel, which we believe is changing how TV advertising inventory is monetized.
Mirroring the fragmentation occurring in content, the number of devices used by individual consumers has increased. Both of these fragmentation trends
are opportunities for technology companies that can consolidate and simplify media buying options for advertisers and their agencies.

Convergence of TV and the Internet. We are witnessing a generational shift from linear TV to CTV with the convergence of the Internet and
television programming. New technologies allow more video content to be delivered more seamlessly over the Internet, accelerating consumer demand to
watch what they want, when they want and where they want. The current worldwide rollout of 5G, the fifth generational standard for wireless networks,
will bring significantly faster data transfer speeds with less latency, and a better user experience, to consumers of mobile video. We believe these
technologies will continue to feed consumer demand for CTV (including mobile video) and bring about new opportunities for content owners and
advertisers to connect with consumers.

Increased Use of Data. Advances in software and hardware and the growing use of the Internet have made it possible to collect and rapidly process
massive amounts of user data. Data vendors are able to collect user information across a wide range of Internet properties and connected devices, aggregate
it and combine it with other data sources. This data is then made non-identifiable and available within seconds based on specific parameters and attributes.
Advertisers can integrate this targeting data with their own or an agency’s proprietary data relating to client attributes, the advertisers’ own store locations
and other related characteristics. Through the use of these types of data sources, together with real-time feedback on consumer reactions to the ads,
programmatic advertising increases the value of impressions for advertisers and inventory owners, and viewers receive more relevant ads.

Automation of Ad Buying. The growing complexity of digital advertising has increased the need for automation. Technology that enables fast,
accurate and cost-effective decision-making through the application of computer algorithms that use extensive data sets has become critical for the success
of digital advertising campaigns. Using programmatic inventory buying tools, advertisers are able to automate their campaigns, providing them with better
price discovery, on an impression-by-impression basis. As a result, advertisers are able to bid on and purchase the advertising inventory they value the
most, pay less for advertising inventory they do not value as much, and abstain from buying advertising inventory that does not fit their campaign
parameters.

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Digital Advertising Ecosystem

The digital advertising eco-system is divided into buyers, sellers and marketplaces, which can be further segmented on the basis of whether
participants provide services or technology. We believe that participants on the buy-side or sell-side should be advocates for their buyers or sellers, while
those in the marketplace business should act as a referee or have market-driven incentives to protect or enhance the integrity of the marketplace. We believe
that there are inherent conflicts of interest when market participants serve both buyers and sellers.

What We Do

We empower ad buyers, by providing a self‑service omnichannel software platform that enables our clients to purchase and manage data‑driven
digital advertising campaigns. Our platform allows clients to manage integrated advertising campaigns across various advertising channels and formats,
including display, video, audio, native and social, on a multitude of devices, including computers, mobile devices, and CTV.

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We Are Exclusively Focused on the Buy-Side. We focus on buyers since they control the advertising budgets. Also, the supply of digital
advertising inventory exceeds demand, and accordingly, we believe it is a buyer’s market. We also believe that by aligning our business only
with buyers, we are able to avoid inherent conflicts of interest that exist when serving both the buy-side and sell-side. This focus allows us to
build trust with clients, many of whom leverage their proprietary data on our platform. That trust and ability to use their own data on our
platform, without worrying about it being used by other participants, enables our clients and their advertisers to achieve better results. This
trust provides us the benefit of long-term and stable relationships with our clients.

We Are an Enabler, Not a Disruptor. With our platform, we enable advertising agencies and other service providers. Advertisers can benefit
from a comprehensive solution that combines our platform with the services provided by advertising agencies.

We Are Data-Driven. Our platform was founded on the principle that data-driven decisions will be the future of advertising. We built a data
management platform first, before building our ad buying technology. While data from disparate third-party data providers can improve
campaign performance, our clients’ success often relies largely on our ability to ingest proprietary data directly from brands and their
agencies to enable intelligent decisioning that optimizes advertising campaigns. Given our independent, buy-side focused approach, and our
strict protocol of carefully earmarking all client first-party data we ingest onto our data management platform, our clients trust us with their
most granular and expressive data. Our technology platform enables the effective use of this granular data, which allows our clients to run
precisely targeted advertising campaigns that maximize their return on advertising investments. Additionally, we are able to better optimize
campaigns by using the data streams that we capture across different devices, so that data from one channel can be used to inform another.
The breadth of data that we collect from a multitude of data sources across channels gives our clients a holistic view of their target audiences,
enabling more effective targeting across different channels.

We Do Not Arbitrage Advertising Inventory. To further align our interests with those of our clients, we do not buy advertising inventory in
order to resell it to our clients for a profit. Instead, we provide our clients with a platform that allows them to manage their omnichannel
advertising campaigns, on a self-serve basis with robust reporting. With our platform, our clients control their campaign spend and are able to
access and choose from many inventory sources.

We Have Ongoing Relationships with Clients. We derive substantially all of our revenue from ongoing MSAs with our clients rather than
episodic insertion orders. We believe that this approach helps us strengthen our relationships with our clients and grow their use of our
platform over the long term, providing us with a highly scalable business model.

We Are a Clear Box, Not a Black Box. Our platform is transparent and shows our clients their costs of advertising inventory and data, our
platform fee, and detailed performance metrics on their advertising campaigns. Our clients directly access and execute campaigns on our
platform, control all facets of inventory purchasing decisions, and receive detailed, real-time reporting on all their advertising campaigns. By
providing transparent information on our platform, our clients are able to continually compare results and target their budgets to the most
effective advertising inventory, data providers, and channels.

We Are an Open Platform. Clients can customize and build their own features on top of our platform. Clients may use our APIs to, for
example, design their own user interface, bulk manage advertising campaigns, and link other systems, including ad servers or reporting tools.
By using our APIs or by working with our engineering team, clients can invest their own resources to build their own proprietary tools for
reporting, campaign strategy, custom algorithms, proprietary data use, or other use cases. Our open platform approach enables our advertising
agency and service provider clients to provide differentiated offerings to their clients, which we believe leads to long-term relationships and
increased use of our platform.

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Our Platform

At the core of our platform is our bid-factor based architecture, which we believe has advantages over line-item based architectures that other buy-
side systems use. Our bid-factor-based system allows users to define desirable factors and the value associated with those factors. Based on these factors,
our platform can compute in real-time the value of impressions and bid only for optimal impressions. Because of the granularity of the bid factors, users of
our platform can rapidly create billions of different bid permutations with only a few clicks. This expressiveness enables better targeting, pricing and
campaign results.

Our platform is useful and user-friendly based on the following:

•

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Easy to Use, Open and Customizable. Our platform provides multiple, easy-to-use automation tools that help our users focus on managing
the key factors affecting their campaigns. Our platform also enables clients to integrate custom features and interfaces for their own use
through our APIs.

Expressiveness. Our platform allows clients to easily define and manage advertising campaigns with multiple targeting parameters that could
result in quadrillions of permutations, which we refer to as expressiveness. We believe that expressiveness provides clients with the ability to
target audiences with an extremely high level of precision and thus obtain higher returns on their advertising spend.

Integrated, Omnichannel and Cross-device. Our platform provides integrated access to a wide range of omnichannel inventory and data
sources, as well as third-party services such as ad servers, ad verification services and survey vendors. Our platform’s integration of these
sources and services enables our clients to deploy their budgets through a wide variety of channels, media screens and formats, targeted in
their desired manner, through a single platform.

Some of the key features of our platform are:

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Auto-Optimization. We provide auto-optimization features that allow buyers to automate their campaigns and support them with computer
generated modeling and decision making. In addition, by giving clients full reporting, budgeting, and bidding transparency, clients can take
control of targeting variables when desired, and apply algorithmic automation when appropriate.

Advanced Reporting and Analytics Tools. We provide a comprehensive view of consumers’ interactions with the ads purchased through our
platform with robust reporting of performance insights across multiple variables, such as audience characteristics, ad format, site category,
website, device, creative type, and geography. Better reporting results in better learning, often leading to better campaign optimization and
outcomes.

Data Management. Our platform enables clients to license a broad selection of data from third-party vendors in a seamless and easy manner,
allowing them to further optimize their campaigns with the most relevant data.

Koa Artificial Intelligence. Koa, a predictive engine that helps platform users make data-driven decisions without sacrificing control or
transparency, makes recommendations for campaign optimizations based on its sophisticated analysis of rich data sets. Advertisers can then
choose which optimizations make the most sense for their campaigns.

Media Planner. An omnichannel solution designed for digital media professionals to generate, analyze, and launch data-driven,
programmatic media plans. This tool analyzes the actions of existing core audiences with the data we see across the open Internet to deliver a
fully transparent, performance-focused, and ready-to-activate campaign.

Private Marketplace Support. For clients who wish to transact directly with individual publishers, we offer a comprehensive user interface
for discovering and transacting via a wide variety of private contracts. Additionally, we offer a solution for advertisers to access publisher
inventory via a direct tag in a publisher’s ad server where there is no other programmatic access to such publisher’s inventory.

Our platform enables a media planner or buyer at an advertising agency to:

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purchase digital media programmatically on various media exchanges and sell-side platforms;

acquire and use third-party data to optimize and measure digital advertising campaigns;

integrate and deploy their proprietary first-party data with our platform in order to optimize campaign efficacy;

monitor and manage ongoing digital advertising campaigns on a real-time basis;

link digital campaigns to offline sales results or other business objectives;

access other services such as our data management platform and publisher management platform marketplace; and

use our user interface and APIs to build their own proprietary technology on top of our platform.

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Our Technology

The core elements of our technology are:

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Scalable Architecture. Our platform infrastructure is hosted in data centers in eight countries around the world. Our core bidding architecture
is easily adaptable to a variety of inventory formats, allowing our platform to communicate with many different inventory sources.

Predictive Models. We use the massive data captured by our platform to build predictive models around user characteristics, such as
demographic, purchase intent or interest data. Data from our platform is continually fed back into these models, which enables them to
improve over time as the use of our platform increases.

Performance Optimization. During campaign execution, our optimization engine continually scores a variety of attributes of each
impression, such as website, industry vertical or geography, for their likelihood to achieve campaign performance goals. Our bidding engine
then shifts bids and budgets in real-time to deliver optimal performance. Additionally, our platform enables clients to set multiple,
simultaneous optimization goals for their advertising.

Real-time Analytics. Our platform continuously collects data regarding inventory availability. Real-time campaign delivery and spend totals
are used to manage campaign budgets and goal caps, as well as campaign reporting. This data is fed back into our optimization engine to
improve campaign performance, and into machine-learning models for user demographic predictive modeling.

Our Growth Strategy

The key elements of our long-term growth strategy include:

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Increase Our Share of Existing Clients’ Digital Advertising Spend. Many advertisers are moving a greater percentage of their advertising
budgets to programmatic channels. We believe that this shift will provide us with the opportunity to capture a larger share of the overall
advertising spend by our existing clients. Additionally, we plan to promote additional services and data to our clients, helping us grow our
business.

Grow Our Client Base. We have extensive relationships with many advertising agencies and other service providers, and believe that, given
the decentralized nature of the advertising industry, we have the opportunity to expand our relationships within these agencies and with
additional agencies, advertisers, and service providers. We expect to continue making investments in growing our sales and client service
team to support this strategy.

Expand Our Omnichannel Capabilities. We believe offering clients capabilities across all media channels and devices enables advertisers to
manage omnichannel campaigns and use data from each channel to inform decisions in other channels. We believe these capabilities will
continue to further strengthen our relationships with our clients. We intend to continue to invest in innovation across all channels, including
the integration of new inventory sources within CTV, digital radio, social, native, and digital out of home.

Extend Our Reach in CTV. Television is the largest category of advertising spend, and we believe that the future of television is in streaming
media and video on demand through subscription services and connected devices. We plan to invest significant resources in technology, sales
and support staff related to our CTV growth initiatives.

Continue to Innovate in Technology and Data. We intend to continue to innovate in technology to improve our platform and enhance its
features and functionalities. We view data as one of our key competitive advantages. We will continue to invest resources in growing our data
offerings, both from third-party providers as well as our proprietary data.

Expand Our International Presence. Many of our clients serve advertisers on a global basis and we intend to expand our presence outside of
the United States, or U.S., to serve the needs of those advertisers in additional geographies. As we expand relationships with our existing
clients, we are investing in select regions in Europe and Asia. In particular, we believe that China and Indonesia may represent substantial
growth opportunities, and we are investing in developing our business in those markets.

Build Industry-Wide Collaboration and Support for Unified ID 2.0. We intend to build support for Unified ID 2.0, a new open-source
identity framework under development that aims to preserve the value of relevant advertising on the open internet without reliance upon
third-party cookies, while giving consumers more transparency and control over their data.

Our Clients

Our clients consist of purchasers of programmatic advertising inventory and data. As of December 31, 2020, we had approximately 875 clients,

consisting primarily of advertising agencies or groups within advertising agencies that have independent relationships with us, manage budgets
independently of one-another, are based in different jurisdictions, and are served by unique Trade Desk teams. Many of these agencies are owned by
holding companies, where decision-making is decentralized such that

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purchasing decisions are made, and relationships with advertisers are located, at the agency, local branch or division level. Our client count includes only
those parties which have signed MSAs with us and have spent more than $20,000 on our platform.

If all of our individual client contractual relationships were aggregated at the holding company level, two clients would have each represented more

than 10% of our gross billings in 2020, two clients would have each represented more than 10% of our gross billings in 2019 and two clients would have
each represented more than 10% of our gross billings in 2018. Our contractual and billing arrangement with Omnicom Group Inc. is at the holding
company level and accounted for 10% of our gross billings in 2019 and 2018. For Publicis Groupe and WPP plc, we enter into separate contracts and
billing relationships with various of its individual agencies and account for them as separate clients. We do not have any contractual relationship with
Publicis Groupe or the holding company WPP plc. Publicis Media Inc., which is affiliated with Publicis Groupe, accounted for 11% of our gross billings in
2020, 13% of our gross billings in 2019 and 20% in 2018. WPP plc, if our contractual relationships were aggregated at the holding company level, would
have accounted for 11% of gross billings in 2020.

Our clients typically enter into MSAs with us that give users constant access to our platform. The MSAs do not contain any material commitments

on behalf of clients to use our platform to purchase ad inventory, data or other features. These MSAs typically have one-year terms that renew
automatically for additional one-year periods, unless earlier terminated. The MSAs are typically terminable at any time upon 60 days’ notice by
either party.

Our clients are loyal, as reflected by our client retention rate of over 95% in 2020, 2019 and 2018. In addition, our clients typically grow their use of

our platform over time.

Our Advertising and Data Inventory Suppliers

For suppliers of programmatic advertising inventory and data, we believe that we are an important business partner, as we represent one of the

largest sources of buy-side demand within the digital advertising industry.

We obtain digital advertising inventory from 82 directly integrated ad exchanges and supply-side platforms, providing us with access to a breadth of

programmatic advertising inventory across computers, mobile devices and CTV.

For third-party data vendors, we believe that we represent an important distribution channel. As of December 31, 2020, we have integrated our

platform with 237 third-party data vendors whose products we make available for purchase through our platform.

Sales and Marketing

Given our self-serve business model, we focus on supporting, advising and training our clients to use our platform independently as soon as they are

ready to transact.

Once a new client has access to our platform, they work closely with our client service teams, which onboard the new client and provide continuous

support throughout the early campaigns. Typically, once a client has gained some initial experience, it will move to a fully self-serve model and request
support as needed.

To help train our clients, suppliers and other digital media participants, we have created an e-learning program called The Trade Desk Edge

Academy. We believe that this initiative is an important component in our strategy of enabling rapid onboarding to our platform.

Our marketing efforts are focused on increasing awareness for our brand, executing thought-leadership initiatives, supporting our sales team and
generating new leads. We seek to accomplish these objectives by presenting at industry conferences, hosting client conferences, publishing white papers
and research, public relations activities, social media presence and advertising campaigns.

Technology and Development

Rapid innovation is a core driver of our business success and our corporate culture. We prioritize and align our product roadmap with our clients’

needs, and we aim to refresh our platform weekly. Our development teams are intentionally lean and nimble in nature, providing for transparency and
accountability.

We expect technology and development expense to increase as we continue to invest in the development of our platform to support additional

features and functions, increase the number of advertising and data inventory suppliers and ramp up the volume of advertising spending on our platform.
We also intend to invest in technology to further automate our business processes.

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Seasonality

In the advertising industry, companies commonly experience seasonal fluctuations in revenue. For example, many advertisers allocate the largest

portion of their budgets to the fourth quarter of the calendar year in order to coincide with increased holiday purchasing. Historically, the fourth quarter of
the year reflects our highest level of advertising activity and the first quarter reflects the lowest level of such activity. We expect our revenue to continue to
fluctuate based on seasonal factors that affect the advertising industry as a whole.

Our Competition

Our industry is highly competitive and fragmented. We compete with other demand-side platform providers, some of which are smaller, privately-

held companies and others are divisions of large, well-established companies such as AT&T, Google and Adobe. We believe that we compete primarily
based on the performance, capabilities and transparency of our platform and our focus on the buy-side. We believe that we are differentiated from our
competitors in the following areas:

•

•

•

•

•

we are an independent technology company focused on serving advertising agencies and others on the buy-side of our industry;

our client relationships are based on MSAs as opposed to campaign-specific insertion orders;

our platform provides comprehensive access to a wide range of inventory types and third-party data vendors;

our platform allows clients to build proprietary advantages by integrating custom features and interfaces for their own use through our APIs;
and

our technology provides highly expressive targeting.

In addition, we believe that new entrants would find it difficult to gain direct access to inventory providers, given their limited scale and the costs

that additional integrations impose on inventory providers.

Our Human Capital

We believe that our values of vision, agility, grit, openness, generosity and being full-hearted have been an important component of our

success. Behind all our innovations are the talented people around the world who bring them to life. To continue to produce such innovations, we believe
that it is crucial that we continue to attract and retain top talent. We strive to make The Trade Desk a diverse and inclusive workplace, where our people feel
they belong, with opportunities for our employees to grow and develop their careers, supported by strong compensation, benefits and health and wellness
programs, and by programs that build connections between our employees and their communities. To ensure we live our values, and our culture stays
unique and strong, our board of directors and executive team has put significant focus on our human capital resources.

As of December 31, 2020, we had 1,545 full-time employees in 14 countries. Regionally, North America, APAC (Asia Pacific) and EMEA (Europe,

Middle East and Africa) make up approximately 66%, 17% and 17% of our workforce, respectively.

Diversity and Inclusion

We are committed to fostering a culture of inclusion and belonging in which all employees are empowered to bring their whole, authentic selves to

work every day. At The Trade Desk, we believe in the people who work for us, and as part of our investment in our people, we prioritize diversity and
inclusion. Our goal is to create a culture where we value, respect, and provide fair treatment and opportunities for all employees. We conduct an employee
annual survey to give employees the opportunity to provide feedback on our culture.  This survey is managed by a third-party vendor to encourage candor
and solicit feedback on many aspects of engagement, including company leadership, culture, inclusion, and career development.  Our leaders review the
survey feedback and work with their teams to take action based on survey results.

We demonstrate this commitment through a strategy of education, celebration, donations to the community, diversifying our talent, and creating

forums for internal dialogue and listening. Our global leadership team is 64% male and 36% female.

Talent Development

Despite our rapid growth, we still cherish our roots as a startup and our company culture of ownership. We empower employees to develop their

skills and abilities by acting on great ideas regardless of their role or function, which translates into personal investment in building our organization. We
work to provide an environment where talented individuals and teams can thrive in fulfilling careers.

To set our global team up for success, we define key competencies for roles that are aligned to our values and extend to all levels of leadership

regardless of experience and role. We encourage everyone to create individual development plans leveraging

10

 
 
 
 
 
competency frameworks tied into their chosen career path, outlining a specific plan and actions to increase proficiency or learn new skills. We seek to
provide a wide range of learning and development opportunities in both individual and group settings with formal, social and experiential learning.

Compensation and Benefits

We provide compensation and benefits programs to help meet the needs of our employees and reward their efforts and contributions. We seek

fairness in total compensation with reference to external comparisons, internal comparisons and the relationship between management and non-
management compensation.

In addition to salaries, we provide competitive compensation programs commensurate with our peers and industry.  Such compensation and benefit

programs may include bonuses, equity awards, 401(k) plans, healthcare and insurance benefits, health savings and flexible spending accounts, paid time
off, family leave, family care resources, employee assistance programs and tuition assistance, among many others. Such programs and our overall
compensation packages seek to facilitate retention of key personnel.

Health, Safety and Wellness

The success of our business is fundamentally connected to the well-being of our people. Accordingly, we are committed to the health, safety, and

wellness of our employees. We provide our employees and their families with access to a variety of innovative, flexible, and convenient health and
wellness programs. In response to the COVID-19 pandemic, we implemented significant changes such as implementing and facilitating teleworking that
we determined were in the best interest of our employees, as well as the communities in which we operate, and which comply with government regulations.
We continue to evolve our programs to meet our employees’ health and wellness needs.  

Development of International Markets

We have been increasing our focus on markets outside the U.S. to serve the global needs of our clients. We believe that the global opportunity for

programmatic advertising is significant and should continue to expand as publishers and advertisers outside the U.S. seek to adopt the benefits that
programmatic advertising provides. To capitalize on this opportunity, we intend to continue investing in our presence internationally. Our growth and the
success of our initiatives in newer markets will depend on the continued adoption of our platform by our existing clients, as well as new clients, in these
markets. Information about our geographic gross billings is set forth in Note 12—Segment and Geographic Information of “Item 8. Financial Statements
and Supplementary Data” in this Annual Report on Form 10-K.

Intellectual Property

The protection of our technology and intellectual property is an important component of our success. We rely on intellectual property laws,

including trade secret, copyright, patent and trademark laws in the U.S. and abroad, and use contracts, confidentiality procedures, non-disclosure
agreements, employee disclosure and invention assignment agreements and other contractual rights to protect our intellectual property. We have a small
number of patents, however, historically, we have not patented our proprietary technology in order to keep our technology architecture, trade secrets, and
engineering roadmap private. Our patent applications may not result in the issuance of any patents, and any issued patents may not actually provide
adequate defensive protection or competitive advantages to us. Our ability to continually develop new intellectual property and deliver new functionality
quickly serves to protect us against competitors in digital advertising technology. We believe our platform is difficult to replicate and would be expensive
and time-consuming to build.

Collection and Use of Data; Privacy and Data Protection Legislation and Regulation

We and our clients currently use pseudonymous data about Internet and mobile app users on our platform to manage and execute digital advertising

campaigns in a variety of ways, including delivering advertisements to end users based on their geographic locations, the type of device they are using,
their interests as inferred from their web browsing or app usage activity, or their relationships with our clients. Such data is passed to us from third parties,
including original equipment manufacturers, application providers, and publishers. We do not use this data to discover the identity of individuals, and we
currently prohibit clients, data providers and inventory suppliers from importing data that directly identifies individuals onto our platform.

Our ability, like those of other advertising technology companies, to collect, augment, analyze, use and share data relies upon the ability to uniquely

identify devices across websites and applications, and to collect data about user interactions with those devices for purposes such as serving relevant ads
and measuring the effectiveness of ads. The processes used to identify devices and similar and associated technologies are governed by U.S. and foreign
laws and regulations and dependent upon their implementation within the industry ecosystem. Such laws, regulations, and industry standards may change
from time to time, including those relating to the level of consumer notice, consent and/or choice required when a company employs cookies or other
electronic tools to collect data about interactions with users online.

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In the U.S., both federal and state legislation govern activities such as the collection and use of data, and privacy in the advertising technology

industry has frequently been subject to review by the Federal Trade Commission (the “FTC”), U.S. Congress, and individual states. Much of the federal
oversight on digital advertising in the U.S. currently comes from the FTC, which has primarily relied upon Section 5 of the Federal Trade Commission Act,
which prohibits companies from engaging in “unfair” or “deceptive” trade practices, including alleged violations of representations concerning privacy
protections and acts that allegedly violate individuals’ privacy interests. However, there is increasing consumer concern over data privacy in recent years,
which has led to a myriad of proposed legislation and new legislation both at the federal and state levels, some of which has affected and will continue to
affect our operations and those of our industry partners. For example, the California Consumer Privacy Act of 2018 (the “CCPA”), which went into effect
January 1, 2020, defines “personal information” broadly enough to include online identifiers provided by individuals’ devices, applications, and protocols
(such as IP addresses, mobile application identifiers and unique cookie identifiers) and individuals’ location data, if there is potential that individuals can be
identified by such data.

The CCPA creates individual data privacy rights for consumers in the State of California (including rights to deletion of and access to personal

information), imposes special rules on the collection of consumer data from minors, creates new notice obligations and new limits on and rules regarding
the “sale” of personal information (interpreted by many observers to include common advertising practices), and creates a new and potentially severe
statutory damages framework for violations of the CCPA and for businesses that fail to implement reasonable security procedures and practices to prevent
data breaches. The CCPA also offers the possibility to a consumer to recover statutory damages for certain violations and could open the door more broadly
to additional risks of individual and class-action lawsuits even though the statute’s private right of action is limited in scope. There have been many class
action lawsuits filed invoking the CCPA outside of the private right of action provided for by the law. It is unclear at this point whether any of these claims
will be accepted by the courts. In addition, the California Privacy Rights Act, or CPRA, recently passed, which will impose additional notice and opt out
obligations on the digital advertising space, including an obligation to provide an opt out for behavioral advertising. When the CPRA goes into full effect in
January 2023, it will impose additional restrictions on us and on our industry partners; it is difficult to predict with certainty the full effect of the CPRA and
its implementing regulations on the industry.

As our business is global, our activities are also subject to foreign legislation and regulation. In the European Union (including the European

Economic Area (the “EEA”) and the countries of Iceland, Liechtenstein and Norway), or EU, separate laws and regulations (and member states’
implementations thereof) govern the processing of personal data, and these laws and regulations continue to impact us. The General Data Protection
Regulation (“GDPR”), which applies to us, came into effect on May 25, 2018. Like the CCPA, the GDPR defines “personal data” broadly, and it enhances
data protection obligations for controllers of such data and for service providers processing the data. It also provides certain rights, such as access and
deletion, to the individuals about whom the personal data relates. The digital advertising industry has collaborated to create a user-facing framework for
establishing and managing legal bases under the GDPR and other EU privacy laws including ePrivacy (discussed below). Although the framework is
actively in use, it is under attack by the Belgian Data Protection Authority and others and we cannot predict its effectiveness over the long term.  European
regulators have questioned the framework’s viability and activists have filed complaints with regulators of alleged non-compliance by specific companies
that employ the framework. Continuing to maintain compliance with the GDPR’s requirements, including monitoring and adjusting to rulings and
interpretations that affect our approach to compliance, requires significant time, resources and expense, and may lead to significant changes in our business
operations, as will the effort to monitor whether additional changes to our business practices and our backend configuration are needed, all of which may
increase operating costs, or limit our ability to operate or expand our business.

Additionally, in the EU, EU Directive 2002/58/EC (as amended by Directive 2009/136/EC), commonly referred to as the ePrivacy or Cookie
Directive, directs EU member states to ensure that accessing information on an Internet user’s computer, such as through a cookie and other similar
technologies, is allowed only if the Internet user has been informed about such access, and provided consent. A recent ruling by the Court of Justice of the
European Union clarified that such consent must be reflected by an affirmative act of the user, and European regulators are increasingly agitating for more
robust forms of consent. These developments may result in decreased reliance on implied consent mechanisms that have been used to meet requirements of
the Cookie Directive in some markets. A replacement for the Cookie Directive is currently under discussion by EU member states to complement and bring
electronic communication services in line with the GDPR and force a harmonized approach across EU member states. Although it remains under debate,
the proposed ePrivacy Regulation may further raise the bar for the use of cookies, and the fines and penalties for breach may be significant. We cannot yet
determine the impact such future laws, regulations, and standards may have on our business.

For the transfer of personal data from the EU to the U.S., like many U.S. and European companies, we have relied upon, and are currently certified

under, the EU-U.S. and Swiss-U.S. Privacy Shield Frameworks. The Privacy Shield Framework, however, was struck down in July 2020 by the Court of
Justice of the European Union as an adequate mechanism by which EU companies may pass personal data to the US. Other EU mechanisms for adequate
data transfer, such as the standard contractual clauses, were also questioned by the Court of Justice and whether and how standard contractual clauses can
be used to transfer personal data to the U.S. is in question. If there is no interim agreement and standard clauses also cannot be used, we could be left with
no reasonable option for the lawful cross-border transfer of personal data. If successful challenges leave us with no reasonable option for the lawful cross-
border transfer of personal data, and if we nonetheless continue to transfer personal data from the EU to the U.S., that could lead to governmental
enforcement actions, litigation, fines and penalties or adverse publicity which could have an adverse effect on our reputation and business or cause us to
need to establish systems to maintain certain data in the EU, which may involve substantial

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expense and cause us to need to divert resources from other aspects of our operations. Other jurisdictions have adopted or are considering cross-border or
data residency restrictions, which could reduce the amount of data we can collect or process and, as a result, significantly impact our business. It remains
unclear how the withdrawal of the United Kingdom, or U.K., from the European Union, referred to as Brexit, will affect transborder data flows, regulators’
jurisdiction over our business, and other matters related to how we do business and how we comply with applicable data protection laws. Accordingly, we
cannot predict the additional expense, impact on revenue, or other business impact that may stem from Brexit.

As the collection and use of data for digital advertising has received media attention over the past several years, some government regulators, such

as the FTC, and privacy advocates have suggested creating a “Do Not Track” standard that would allow Internet users to express a preference, independent
of cookie settings in their browser, not to have their online browsing activities tracked. The CPRA similarly contemplates the use of technical opt outs for
the sale and sharing of personal information for advertising purposes as well as to opt out of the use of sensitive information for advertising purposes, and
allows for AG rulemaking to develop these technical signals. If a “Do Not Track,” “Do Not Sell,” or similar control is adopted by many Internet users or if
a “Do Not Track” standard is imposed by state, federal, or foreign legislation (as it arguably is to some degree under the CCPA regulations), or is agreed
upon by standard setting groups, we may have to change our business practices, our clients may reduce their use of our platform, and our business,
financial condition, and results of operations could be adversely affected.

We participate in several industry self-regulatory programs, mainly initiated by the Network Advertising Initiative, or NAI, the Digital Advertising

Alliance, or DAA, and their international counterparts. Our efforts to comply with the self-regulatory principles of these programs include offering end
users notice and choice when advertising is served to them based, in part, on their interests. We believe that this user-centric approach to addressing
consumer privacy empowers consumers to make informed decisions on the use of their data.

Available Information

We file Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K, proxy statements, and related amendments,
exhibits and other information with the Securities and Exchange Commission (the “SEC”). You may access and read our filings without charge through the
SEC’s website at www.sec.gov or through our website at http://investors.thetradedesk.com, as soon as reasonably practicable after such materials are
electronically filed with or furnished to the SEC pursuant to Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended (the “Exchange
Act”).

Website addresses referred to in this Annual Report on Form 10-K are not intended to function as hyperlinks, and the information contained on our
website is not incorporated into, and does not form a part of this Annual Report on Form 10-K or any other report or documents we file with or furnish to
the SEC.

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Item 1A. Risk Factors

Investing in our Class A common stock involves a high degree of risk. You should consider carefully the risks and uncertainties described below,

together with all of the other information contained in this Annual Report, including the consolidated financial statements and the related notes and
Management’s Discussion and Analysis of Financial Condition and Results of Operations, before making investment decisions related to our Class A
common stock. If any of the following risks are realized, our business, financial condition, results of operations and prospects could be materially and
adversely affected. In that event, the market price of our Class A common stock could decline and you could lose part or all of your investment.

Risks Related to Our Business and Industry

If we fail to maintain and grow our client base and spend through our platform, our revenue and business may be negatively impacted.

To sustain or increase our revenue, we must regularly add new clients and encourage existing clients to maintain or increase the amount of
advertising inventory purchased through our platform and adopt new features and functionalities that we make available. If competitors introduce lower
cost or differentiated offerings that compete with or are perceived to compete with ours, our ability to sell our services to new or existing clients could be
impaired. We have spent significant effort in cultivating our relationships with advertising agencies, which has resulted in an increase in the budgets
allocated to, and the amount of advertising purchased on, our platform. However, it is possible that we may reach a point of saturation at which we cannot
continue to grow our revenue from such agencies because of internal limits that advertisers may place on the allocation of their advertising budgets to
digital media to a particular provider or otherwise. While we generally have MSAs in place with our clients, such agreements allow our clients to change
the amount they spend through our platform or terminate our services with limited notice. We do not typically have exclusive relationships with our clients
and there is limited cost to moving their media spend to our competitors. As a result, we have limited visibility to our future advertising revenue streams.
We cannot assure you that our clients will continue to use our platform or that we will be able to replace, in a timely or effective manner, departing clients
with new clients that generate comparable revenue. If a major client representing a significant portion of our business decides to materially reduce its use of
our platform or to cease using our platform altogether, it is possible that our revenue or revenue growth rate could be significantly reduced, and our
business negatively impacted.

The loss of advertising agencies as clients could significantly harm our business, financial condition, and results of operations.

Our client base consists primarily of advertising agencies. We do not have exclusive relationships with advertising agencies, and we depend on

agencies to work with us to build and maintain advertiser relationships and execute advertising campaigns.

The loss of agencies as clients could significantly harm our business, financial condition and results of operations. If we fail to maintain satisfactory

relationships with an advertising agency, we risk losing business from the advertisers represented by that agency.

Advertisers may change advertising agencies. If an advertiser switches from an agency that utilizes our platform to one that does not, we will lose
revenue from that advertiser. In addition, some advertising agencies have their own relationships with suppliers of advertising inventory and can directly
connect advertisers with such suppliers. Our business may suffer to the extent that advertising agencies and inventory suppliers purchase and sell
advertising inventory directly from one another or through intermediaries other than us.

We had approximately 875 clients, consisting primarily of advertising agencies, as of December 31, 2020. Many of these agencies are owned by

holding companies, where decision making is decentralized such that purchasing decisions are made, and relationships with advertisers, are located, at the
agency, local branch, or division level. If all of our individual client contractual relationships were aggregated at the holding company level, Publicis
Groupe and WPP plc would have each represented more than 10% of our gross billings for 2020.

In most cases, we enter into separate contracts and billing relationships with the individual agencies and account for them as separate clients.
However, some holding companies for these agencies may choose to exert control over the individual agencies in the future. If so, any loss of relationships
with such holding companies and, consequently, of their agencies, local branches or divisions, as clients could significantly harm our business, financial
condition, and results of operations.

If we fail to innovate or make the right investment decisions in our offerings and platform, we may not attract and retain advertisers and advertising
agencies and our revenue and results of operations may decline.

Our industry is subject to rapid and frequent changes in technology, evolving client needs and the frequent introduction by our competitors of new
and enhanced offerings. We must constantly make investment decisions regarding offerings and technology to meet client demand and evolving industry
standards. We may make bad decisions regarding these investments. If new or existing competitors have more attractive offerings, we may lose clients or
clients may decrease their use of our platform. New client demands, superior competitive offerings or new industry standards could require us to make
unanticipated and costly changes to our platform or business model. In addition, as we develop and introduce new products and services, including those
incorporating or utilizing

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artificial intelligence and machine learning, they may raise new, or heighten existing, technological, legal and other challenges, and may cause unintended
consequences, may not function properly or may be misused by our clients. If we fail to adapt to our rapidly changing industry or to evolving client needs,
or we provide new products and services that exacerbate technological, legal or other challenges, demand for our platform could decrease and our business,
financial condition and results of operations may be adversely affected.

The market for programmatic buying for advertising campaigns is relatively new and evolving. If this market develops slower or differently than we
expect, our business, growth prospects and financial condition would be adversely affected.

The substantial majority of our revenue has been derived from clients that programmatically purchase advertising inventory through our platform.

We expect that spending on programmatic ad buying will continue to be our primary source of revenue for the foreseeable future and that our revenue
growth will largely depend on increasing spend through our platform. The market for programmatic ad buying is an emerging market, and our current and
potential clients may not shift to programmatic ad buying from other buying methods as quickly as we expect, which would reduce our growth potential. If
the market for programmatic ad buying deteriorates or develops more slowly than we expect, it could reduce demand for our platform, and our business,
growth prospects and financial condition would be adversely affected.

In addition, our revenue may not necessarily grow at the same rate as spend on our platform. As the market for programmatic buying for advertising

matures, growth in spend may outpace growth in our revenue due to a number of factors, including pricing competition, quantity discounts and shifts in
product, media, client and channel mix. A significant change in revenue as a percentage of spend could reflect an adverse change in our business and
growth prospects. In addition, any such fluctuations, even if they reflect our strategic decisions, could cause our performance to fall below the expectations
of securities analysts and investors, and adversely affect the price of our common stock.

The effects of health epidemics, such as the ongoing global COVID-19 pandemic, have had, and could in the future have, an adverse impact on our
business, financial condition and results of operations.

Our business and operations have been and could in the future be adversely affected by health epidemics, such as the global COVID-19 pandemic.
The COVID-19 pandemic and efforts to control its spread have curtailed the movement of people, goods and services worldwide, including in the regions
in which we and our clients and partners operate, and are significantly impacting economic activity and financial markets. Many marketers have decreased
or paused their advertising spending as a response to the economic uncertainty, decline in business activity, and other COVID-related impacts, which have
negatively impacted, and may continue to negatively impact, our revenue and results of operations, the extent and duration of which we may not be able to
accurately predict. In addition, our clients’ and advertisers’ businesses or cash flows have been and may continue to be negatively impacted by the COVID-
19 pandemic, which has and may continue to lead them to seek adjustments to payment terms or delay making payments or default on their payables, any
of which may impact the timely receipt and/or collectability of our receivables. Typically, we are contractually required to pay advertising inventory and
data suppliers within a negotiated period of time, regardless of whether our clients pay us on time, or at all, and we may not be able to renegotiate better
terms. As a result, our financial condition and results of operations may be adversely impacted.

Our operations are subject to a range of external factors related to the COVID-19 pandemic that are not within our control. We have taken
precautionary measures intended to minimize the risk of the spread of the virus to our employees, partners and clients, and the communities in which we
operate. A wide range of governmental restrictions has also been imposed on our employees, clients and partners’ physical movement to limit the spread
of COVID-19. There can be no assurance that precautionary measures, whether adopted by us or imposed by others, will be effective, and such measures
could negatively affect our sales, marketing, and client service efforts, delay and lengthen our sales cycles, decrease our employees’, clients’, or partners’
productivity, or create operational or other challenges, any of which could harm our business and results of operations.

The economic uncertainty caused by the COVID-19 pandemic has made and may continue to make it difficult for us to forecast revenue and

operating results and to make decisions regarding operational cost structures and investments. We have committed, and we plan to continue to commit,
resources to grow our business, including to expand our international presence, employee base, and technology development, and such investments may
not yield anticipated returns, particularly if worldwide business activity continues to be impacted by the COVID-19 pandemic. The duration and extent of
the impact from the COVID-19 pandemic depend on future developments that cannot be accurately predicted at this time, and if we are not able to respond
to and manage the impact of such events effectively, our business may be harmed.

The market in which we participate is intensely competitive, and we may not be able to compete successfully with our current or future

competitors.

We operate in a highly competitive and rapidly changing industry. We expect competition to persist and intensify in the future, which could harm

our ability to increase revenue and maintain profitability. New technologies and methods of buying advertising present a dynamic competitive challenge, as
market participants develop and offer new products and services aimed at capturing advertising spend or disrupting the digital marketing landscape, such as
analytics, automated media buying and exchanges.

15

We may also face competition from new companies entering the market, including large established companies and companies that we do not yet

know about or do not yet exist. If existing or new companies develop, market or resell competitive high-value products or services that result in additional
competition for advertising spend or advertising inventory or if they acquire one of our existing competitors or form a strategic alliance with one of our
competitors, our ability to compete effectively could be significantly compromised and our results of operations could be harmed.

Our current and potential competitors may have significantly more financial, technical, marketing, and other resources than we have, which may

allow them to devote greater resources to the development, promotion, sale and support of their products and services. They may also have more extensive
advertiser bases and broader publisher relationships than we have, and may be better positioned to execute on advertising conducted over certain channels,
such as social media, mobile, and video. Some of our competitors may have a longer operating history and greater name recognition. As a result, these
competitors may be better able to respond quickly to new technologies, develop deeper advertiser relationships or offer services at lower prices. Any of
these developments would make it more difficult for us to sell our platform and could result in increased pricing pressure, increased sales and marketing
expense, or the loss of market share.

We often have long sales cycles, which can result in significant time between initial contact with a prospect and execution of a client agreement,
making it difficult to project when, if at all, we will obtain new clients and when we will generate revenue from those clients.

Our sales cycle, from initial contact to contract execution and implementation can take significant time. Our sales efforts involve educating our

clients about the use, technical capabilities and benefits of our platform. Some of our clients undertake an evaluation process that frequently involves not
only our platform but also the offerings of our competitors. As a result, it is difficult to predict when we will obtain new clients and begin generating
revenue from these new clients. Even if our sales efforts result in obtaining a new client, under our usage-based pricing model, the client controls when and
to what extent it uses our platform. As a result, we may not be able to add clients or generate revenue as quickly as we may expect, which could harm our
revenue growth rates.

We are subject to payment-related risks that may adversely affect our business, working capital, financial condition and results of operations, including
from advertising agencies that do not pay us until they receive payment from their advertisers and from clients that dispute or do not pay their invoices.

Spend on our platform primarily comes through our agency clients. Many of our contracts with advertising agencies provide that if the advertiser

does not pay the agency, the agency is not liable to us, and we must seek payment solely from the advertiser, a type of arrangement called sequential
liability. Contracting with these agencies, which in some cases have or may develop higher-risk credit profiles, may subject us to greater credit risk than if
we were to contract directly with advertisers. This credit risk may vary depending on the nature of an advertising agency’s aggregated advertiser base. In
addition, typically, we are contractually required to pay advertising inventory and data suppliers within a negotiated period of time, regardless of whether
our clients pay us on time, or at all. In addition, we typically experience slow payment cycles by advertising agencies as is common in our industry. While
we attempt to negotiate long payment periods with our suppliers and shorter periods from our clients, we are not always successful. As a result, we often
face a timing issue with our accounts payable on shorter cycles than our accounts receivables, requiring us to remit payments from our own funds, and
accept the risk of credit loss.

This collections and payments cycle may increasingly consume working capital if we continue to be successful in growing our business. If we are
unable to borrow on commercially acceptable terms, our working capital availability could be reduced, and as a consequence, our financial condition and
results of operations would be adversely impacted.

We may also be involved in disputes with clients, and in the case of agencies, their advertisers, over the operation of our platform, the terms of our
agreements or our billings for purchases made by them through our platform. If we are unable to resolve disputes with our clients, we may lose clients or
clients may decrease their use of our platform and our financial performance and growth may be adversely affected. If we are unable to collect or make
adjustments to bills to clients, we could incur write-offs for credit loss, which could harm our results of operations. In the future, credit loss may exceed
reserves for such contingencies and our credit loss exposure may increase over time. Any increase in write-offs for credit loss could harm our business,
financial condition and results of operations. Even if we are not paid by our clients on time or at all, we are still obligated to pay for the advertising
inventory, third-party data, and other add-on features that clients purchase on our platform, and as a consequence, our business, financial condition and
results of operations would be adversely impacted.

Any decrease in the use of the advertising channels that we are primarily dependent upon, failure to expand the use of emerging channels, or
unexpected shift in use among the channels in which we operate, could harm our growth prospects, financial condition and results of operations.

Historically, our clients have predominantly used our platform to purchase mobile, display and video advertising inventory. We expect that these will

continue to be significant channels used by our clients for digital advertising in the future. We also believe that our revenue growth may depend on our
ability to expand within social, native, audio, and in particular, CTV, and we have been, and

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are continuing to, enhance such channels. Any decrease in the use of mobile, display and video advertising, whether due to clients losing confidence in the
value or effectiveness of such channels, regulatory restrictions or other causes, or any inability to further penetrate social, native, audio, CTV or enter new
and emerging advertising channels, could harm our growth prospects, financial condition and results of operations.

Each advertising channel presents distinct and substantial risk and, in many cases, requires us to continue to develop additional functionality or

features to address the particular requirements of the channel. Our ability to provide capabilities across multiple advertising channels, which we refer to as
omnichannel, may be constrained if we are not be able to maintain or grow advertising inventory for such channels, and some of our omnichannel offerings
may not gain market acceptance. We may not be able to accurately predict changes in overall advertiser demand for the channels in which we operate and
cannot assure you that our investment in channel development will correspond to any such changes. Furthermore, if our channel mix changes due to a shift
in client demand, such as clients shifting their spending more quickly or more extensively than expected to channels in which we have relatively less
functionality, features, or inventory, then demand for our platform could decrease, and our business, financial condition, and results of operations could be
adversely affected.

We may experience fluctuations in our results of operations, which could make our future results of operations difficult to predict or cause our results
of operations to fall below analysts’ and investors’ expectations.

Our quarterly and annual results of operations have fluctuated in the past and we expect our future results of operations to fluctuate due to a variety

of factors, many of which are beyond our control. Fluctuations in our results of operations could cause our performance to fall below the expectations of
analysts and investors, and adversely affect the price of our common stock. Because our business is changing and evolving rapidly, our historical results of
operations may not be necessarily indicative of our future results of operations. Factors that may cause our results of operations to fluctuate include the
following:

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changes in demand for programmatic advertising and for our platform, including related to the seasonal nature of our clients’ spending on
digital advertising campaigns;

changes to availability of and pricing of competitive products and services, and their effects on our pricing;

changes the pricing or availability of inventory, data or other third-party services;

changes in our client base and platform offerings;

the addition or loss of advertising agencies and advertisers as clients;

changes in advertising budget allocations, agency affiliations or marketing strategies;

changes to our product, media, client or channel mix;

changes and uncertainty in the regulatory environment for us, advertisers or others in the advertising industry, and the effects of our efforts
and those of our clients and partners to address changes and uncertainty in the regulatory environment;

changes in the economic prospects of advertisers or the economy generally, which could alter advertisers’ spending priorities, or could
increase the time or costs required to complete advertising inventory sales;

changes in the pricing and availability of advertising inventory through real-time advertising exchanges or in the cost of reaching end
consumers through digital advertising;

disruptions or outages on our platform;

factors beyond our control, such as natural disasters, terrorism, war and public health crises;

the introduction of new technologies or offerings by our competitors or others in the advertising marketplace;

changes in our capital expenditures as we acquire the hardware, equipment and other assets required to support our business;

timing differences between our payments for advertising inventory and our collection of related advertising revenue;

the length and unpredictability of our sales cycle;

costs related to acquisitions of businesses or technologies and development of new products;

cost of employee recruiting and retention; and

changes to the cost of infrastructure, including real estate and information technology.

Based upon the factors above and others beyond our control, we have a limited ability to forecast our future revenue, costs and expenses. If we fail

to meet or exceed the operating results expectations of analysts and investors or if analysts and investors have

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estimates and forecasts of our future performance that are unrealistic or that we do not meet, the market price of our common stock could decline. In
addition, if one or more of the analysts who cover us adversely change their recommendation regarding our stock, the market price of our common stock
could decline.

If our access to quality advertising inventory is diminished or fails to expand, our revenue could decline and our growth could be impeded.

We must maintain a consistent supply of attractive ad inventory. Our success depends on our ability to secure quality inventory on reasonable terms

across a broad range of advertising networks and exchanges and social media platforms, including video, display, CTV, audio and mobile inventory. The
amount, quality and cost of inventory available to us can change at any time. A few inventory suppliers hold a significant portion of the programmatic
inventory either generally or concentrated in a particular channel, such as audio and social media. In addition, we compete with companies with which we
have business relationships. For example, Google is one of our largest advertising inventory suppliers in addition to being one of our competitors. If Google
or any other company with attractive advertising inventory limits our access to its advertising inventory, our business could be adversely affected. If our
relationships with certain of our suppliers were to cease, or if the material terms of these relationships were to change unfavorably, our business would be
negatively impacted. Our suppliers are generally not bound by long-term contracts. As a result, there is no guarantee that we will have access to a
consistent supply of quality inventory on favorable terms. If we are unable to compete favorably for advertising inventory available on real-time advertising
exchanges, or if real-time advertising exchanges decide not to make their advertising inventory available to us, we may not be able to place advertisements
or find alternative sources of inventory with comparable traffic patterns and consumer demographics in a timely manner. Furthermore, the inventory that
we access through real-time advertising exchanges may be of low quality or misrepresented to us, despite attempts by us and our suppliers to prevent fraud
and conduct quality assurance checks.

Inventory suppliers control the bidding process, rules and procedures for the inventory they supply, and their processes may not always work in our

favor. For example, suppliers may place restrictions on the use of their inventory, including prohibiting the placement of advertisements on behalf of
specific advertisers. Through the bidding process, we may not win the right to deliver advertising to the inventory that is selected through our platform and
may not be able to replace inventory that is no longer made available to us.

As new types of inventory become available, we will need to expend significant resources to ensure we have access to such new inventory. For

example, although television advertising is a large market, only a very small percentage of it is currently purchased through digital advertising exchanges.
We are investing heavily in our programmatic television offering, including by increasing our workforce and by adding new features, functions and
integrations to our platform. If the CTV market does not grow as we anticipate or we fail to successfully serve such market, our growth prospects could be
harmed.

Our success depends on consistently adding valued inventory in a cost-effective manner. If we are unable to maintain a consistent supply of quality

inventory for any reason, client retention and loyalty, and our financial condition and results of operations could be harmed.

Economic downturns and market conditions beyond our control could adversely affect our business, financial condition and results of operations.

Our business depends on the overall demand for advertising and on the economic health of advertisers that benefit from our platform. Economic

downturns or unstable market conditions may cause advertisers to decrease or pause their advertising budgets, which could reduce spend though our
platform and adversely affect our business, financial condition and results of operations. As described above, public health crises may disrupt the
operations of our customers and partners for an unknown period of time, including as a result of travel restrictions and/or business shutdowns, all of which
could negatively impact our business and results of operations, including cash flows. As we explore new countries to expand our business, economic
downturns or unstable market conditions in any of those countries could result in our investments not yielding the returns we anticipate.

Seasonal fluctuations in advertising activity could have a negative impact on our revenue, cash flow and results of operations.

Our revenue, cash flow, results of operations and other key operating and performance metrics may vary from quarter to quarter due to the seasonal

nature of our clients’ spending on advertising campaigns. For example, clients tend to devote more of their advertising budgets to the fourth calendar
quarter to coincide with consumer holiday spending. Moreover, advertising inventory in the fourth quarter may be more expensive due to increased demand
for it. Political advertising could also cause our revenue to increase during election cycles and decrease during other periods. Our historical revenue growth
has lessened the impact of seasonality, however, seasonality could have a more significant impact on our revenue, cash flow and results of operations from
period to period if our growth rate declines, if seasonal spending becomes more pronounced, or if seasonality otherwise differs from our expectations.

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Failure to manage our growth effectively could cause our business to suffer and have an adverse effect on our financial condition and results of
operations.

We have experienced and continue to experience significant growth in a short period of time. To manage our growth effectively, we must continually

evaluate and evolve our organization. We must also manage our employees, operations, finances, technology and development and capital investments
efficiently. Our efficiency, productivity and the quality of our platform and client service may be adversely impacted if we do not train our new personnel,
particularly our sales and support personnel, quickly and effectively, or if we fail to appropriately coordinate across our organization. Additionally, our
rapid growth may place a strain on our resources, infrastructure and ability to maintain the quality of our platform. Our revenue growth and levels of
profitability in recent periods should not be considered as indicative of future performance. In future periods, our revenue or profitability could decline or
grow more slowly than we expect. Failure to manage our growth effectively could cause our business to suffer and have an adverse effect on our financial
condition and results of operations.

As our costs increase, we may not be able to generate sufficient revenue to sustain profitability.

We have expended significant resources to grow our business in recent years by increasing the offerings of our platform, growing our number of
employees and expanding internationally. Despite the initial decline in revenue in response to the COVID-19 pandemic, we anticipate continued growth
that could require substantial financial and other resources to, among other things:

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develop our platform, including by investing in our engineering team, creating, acquiring or licensing new products or features, and
improving the availability and security of our platform;

continue to expand internationally by growing our sales force and client services team in an effort to increase our client base and spend
through our platform, and by adding inventory and data from countries our clients are seeking;

improve our technology infrastructure, including investing in internal technology development and acquiring outside technologies;

expand our platform’s reach in new and growing channels such as CTV, including expanding the supply of CTV inventory;

cover general and administrative expenses, including legal, accounting and other expenses necessary to support a larger organization;

cover sales and marketing expenses, including a significant expansion of our direct sales organization;

cover expenses relating to data collection and consumer privacy compliance, including additional infrastructure, automation and personnel;
and

explore strategic acquisitions.

Investing in the foregoing, however, may not yield anticipated returns, especially during the period of impact from the COVID-19 pandemic.

Consequently, as our costs increase, we may not be able to generate sufficient revenue to sustain profitability.

We allow our clients to utilize application programming interfaces, or APIs, with our platform, which could result in outages or security breaches and
negatively impact our business, financial condition and results of operations.

The use of APIs by our clients has significantly increased in recent years. Our APIs allow clients to build their own media buying and data
management interface by using our APIs to develop custom integration of their business with our platform. The increased use of APIs increases security
and operational risks to our systems, including the risk for intrusion attacks, data theft, or denial of service attacks. Furthermore, while APIs allow clients
greater ease and power in accessing our platform, they also increase the risk of overusing our systems, potentially causing outages. We have experienced
system slowdowns due to client overuse of our systems through our APIs. While we have taken measures intended to decrease security and outage risks
associated with the use of APIs, we cannot guarantee that such measures will be successful. Our failure to prevent outages or security breaches resulting
from API use could result in government enforcement actions against us, claims for damages by consumers and other affected individuals, costs associated
with investigation and remediation damage to our reputation and loss of goodwill, any of which could harm our business, financial condition and results of
operations.

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We may experience outages and disruptions on our platform if we fail to maintain adequate security and supporting infrastructure as we scale our
platform, which may harm our reputation and negatively impact our business, financial condition and results of operations.

As we grow our business, we expect to continue to invest in technology services and equipment, including data centers, network services and
database technologies, as well as potentially increase our reliance on open source software. Without these improvements, our operations might suffer from
unanticipated system disruptions, slow transaction processing, unreliable service levels, impaired quality or delays in reporting accurate information
regarding transactions in our platform, any of which could negatively affect our reputation and ability to attract and retain clients. In addition, the expansion
and improvement of our systems and infrastructure may require us to commit substantial financial, operational and technical resources, with no assurance
our business will increase. If we fail to respond to technological change or to adequately maintain, expand, upgrade and develop our systems and
infrastructure in a timely fashion, our growth prospects and results of operations could be adversely affected. The steps we take to increase the reliability,
integrity and security of our platform as it scales are expensive and complex, and our execution could result in operational failures and increased
vulnerability to cyberattacks. Such cyberattacks could include denial-of-service attacks impacting service availability (including the ability to deliver ads)
and reliability, tricking company employees into releasing control of their systems to a hacker, or the introduction of computer viruses or malware into our
systems with a view to steal confidential or proprietary data. Cyberattacks of increasing sophistication may be difficult to detect and could result in the theft
of our intellectual property and data from our platform. We are also vulnerable to unintentional errors or malicious actions by persons with authorized
access to our systems that exceed the scope of their access rights, distribute data erroneously, or, unintentionally or intentionally, interfere with the intended
operations of our platform. Moreover, we could be adversely impacted by outages and disruptions in the online platforms of our inventory and data
suppliers, such as real-time advertising exchanges. Outages and disruptions of our platform, including due to cyberattacks, may harm our reputation and
negatively impact our business, financial condition and results of operations.

Operational performance and internal control issues with our platform, whether real or perceived, including a failure to respond to technological
changes or to upgrade our technology systems, may adversely affect our business, financial condition and results of operations.

We depend upon the sustained and uninterrupted performance of our platform to manage our inventory supply; bid on inventory for each campaign;

collect, process and interpret data; optimize campaign performance in real time; and provide billing information to our financial systems. If our platform
cannot scale to meet demand, if there are errors in our execution of any of these functions on our platform or if we experience outages, then our business
may be harmed. We may also face material delays in introducing new services, products and enhancements. If competitors introduce new products and
services using new technologies or if new industry standards and practices emerge, our existing proprietary technology and systems may become obsolete.

Our platform is complex and multifaceted, and operational and performance issues could arise both from the platform itself and from outside
factors. Errors, failures, vulnerabilities and bugs have been found in the past, and may be found in the future. Our platform also relies on third-party
technology and systems to perform properly and is often used in connection with computing environments utilizing different operating systems, system
management software, equipment and networking configurations, which may cause errors in, or failures of, our platform or such other computing
environments. Operational and performance issues with our platform could include the failure of our user interface, outages, errors during upgrades or
patches, discrepancies in costs billed versus costs paid, unanticipated volume overwhelming our databases, server failure, or catastrophic events affecting
one or more server farms. While we have built redundancies in our systems, full redundancies do not exist. Some failures will shut our platform down
completely, others only partially. Partial failures, which we have experienced in the past, could result in unauthorized bidding, cessation of our ability to bid
or deliver impressions or deletion of our reporting, in each case resulting in unanticipated financial obligations or impact.

Operational, performance and internal control issues with our platform could also result in negative publicity, damage to our brand and reputation,

loss of clients, loss of or delay in market acceptance of our platform, increased costs or loss of revenue, loss of the ability to access our platform, loss of
competitive position, claims by clients for losses sustained by them and loss of stockholder confidence in the accuracy and completeness of our financial
reports. Alleviating problems resulting from such issues could require significant expenditures of capital and other resources and could cause interruptions,
delays or the cessation of our business, any of which may adversely affect our business, financial condition and results of operations.

If unauthorized access is obtained to user, client or inventory and third-party provider data, or our platform is compromised, our services may be
disrupted or perceived as insecure, and as a result, we may lose existing clients or fail to attract new clients, and we may incur significant reputational
harm and legal and financial liabilities.

Our products and services involve the storage and transmission of significant amounts of data from users, clients, and inventory and data providers,

a large volume of which is hosted by third-party service providers. Our services and data could be exposed to unauthorized access due to activities that
breach or undermine security measures, including: negligence or malfeasance by internal or external actors; attempts by outside parties to fraudulently
induce employees, clients or vendors to disclose sensitive information in order to gain access to our data; or errors or vulnerabilities in our systems,
products or processes or in those of our service providers, clients, and vendors. For example, from time to time, we experience cyberattacks of varying
degrees and other attempts to obtain unauthorized access to our systems, including to employee mailboxes. We have dedicated and expect to continue to
dedicate resources toward security protections that shield data from these activities. However, such measures cannot provide absolute security. Further,

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we can expect that the deployment of techniques to circumvent our security measures may occur with more frequency and sophistication and may not be
recognized until launched against a target. Accordingly, we may be unable to anticipate or detect these techniques or to implement adequate preventative
measures. Finally, while we have developed worldwide incident response teams and dedicated resources to incident response processes, such processes
could, among other issues, fail to be adequate or accurately assess the incident severity, not proceed quickly enough, or fail to sufficiently remediate an
incident.

A breach of our security and/or our failure to respond sufficiently to a security incident could disrupt our services and result in theft, misuse, loss,

corruption, or improper use or disclosure of data. This could result in government investigations, enforcement actions and other legal and financial liability,
and/or loss of confidence in the availability and security of our products and services, all of which could seriously harm our reputation and brand and
impair our ability to attract and retain clients. While we contractually prohibit clients, data providers and inventory suppliers from importing or otherwise
providing information that directly identifies individuals onto our platform, if a partner provided such information in violation of our policies and our
systems are breached, we could be subject to contractual breach and indemnification claims from other clients and partners. Our platform may also receive
data or information that was identifiable prior to such data and information being aggregated or pseudonymized, and if our systems are breached and such
data or information is compromised, it could be damaging to our brand, reputation, and business.  Cyberattacks could also compromise our own trade
secrets and other sensitive information and result in such information being disclosed to others and becoming less valuable, which could negatively affect
our business.

Privacy and data protection laws to which we are subject may cause us to incur additional or unexpected costs, subject us to enforcement actions for
compliance failures, or cause us to change our platform or business model, which may have a material adverse effect on our business.

Information relating to individuals and their devices (sometimes called “personal information” or “personal data”) is regulated under a wide variety
of local, state, national, and international laws and regulations that apply to the collection, use, retention, protection, disclosure, transfer (including transfer
across national boundaries) and other processing of such data. We typically collect and store IP addresses and other device identifiers (such as unique
cookie identifiers and mobile application identifiers), which are or may be considered personal data or personal information in some jurisdictions or
otherwise may be the subject of regulation.

The global regulatory landscape regarding the protection of personal information is evolving, and U.S. (state and federal) and foreign governments

are considering enacting additional legislation related to privacy and data protection and we expect to see an increase in, or changes to, legislation and
regulation in this area. For example, in the U.S., a federal privacy law is the subject of active discussion and several bills have been introduced

Recently, the State of California adopted two laws broadly regulating businesses’ processing of personal information, the California Consumer
Privacy Act of 2018, or CCPA, and the California Privacy Rights Act, or CPRA. The CCPA, which went into effect January 1, 2020, defines “personal
information” broadly enough to include online identifiers provided by individuals’ devices, applications, and protocols (such as IP addresses, mobile
application identifiers and unique cookie identifiers) and individuals’ location data, if there is potential that individuals can be identified by such data. The
CCPA establishes a new privacy framework for covered businesses by, among other requirements, establishing new data privacy rights for consumers in the
State of California (including rights to deletion of and access to personal information), imposing special rules on the collection of consumer data from
minors, creating new notice obligations and new limits on the “sale” of personal information (interpreted by many observers to include common
advertising technology practices), and creating a new and potentially severe statutory damages framework for violations of the CCPA and for businesses
that fail to implement reasonable security procedures and practices to prevent data breaches. The CCPA also offers the possibility for a consumer to recover
statutory damages for certain violations and could open the door more broadly to additional risks of individual and class-action lawsuits even though the
statute’s private right of action is limited in scope.

Further, the CPRA recently passed, which imposes additional notice and opt out obligations on the digital advertising space, including an obligation
to provide an opt-out for behavioral advertising. When the CPRA goes into full effect in January 2023, it will cause us to incur additional compliance costs
and may impose additional restrictions on us and on our industry partners. Although we have attempted to mitigate certain risks posed by the CCPA and
CPRA through contractual and platform changes, we cannot predict with certainty the effect of the CCPA and CPRA and their implementing regulations on
our business. Responding to requirements under these laws and the related regulations will continue to affect our operations (and those of our industry
partners).

Laws governing the processing of personal data in Europe (including the European Union and EEA, and the countries of Iceland, Liechtenstein, and

Norway) also continue to impact us and continue to evolve. The General Data Protection Regulation, or GDPR, which applies to us, came into effect on
May 25, 2018. Like the CCPA, the GDPR defines “personal data” broadly, and it enhances data protection obligations for controllers of such data and for
service providers processing the data. It also provides certain rights, such as access and deletion, to the individuals about whom the personal data relates.
The digital advertising industry has collaborated to create a user-facing framework for establishing and managing legal bases under the GDPR and other
EU privacy laws including ePrivacy (discussed below). Although the framework is actively in use, we cannot predict its effectiveness over the long term.
European regulators have questioned its viability and activists have filed complaints with regulators of alleged non-compliance by specific companies that
employ the framework. Non-compliance with the GDPR can trigger steep fines of up to the greater of €20

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million or 4% of total worldwide annual revenue. Relatedly, following the United Kingdom’s withdrawal from the EEA and the European Union, and the
expiry of the transition period, we have to comply with both the GDPR and the United Kingdom Data Protection Act 2018, the latter regime having the
ability to separately fine up to the greater of £17.5 million or 4% of global turnover. Continuing to maintain compliance with the requirements of the GDPR
and the United Kingdom Data Protection Act 2018, including monitoring and adjusting to rulings and interpretations that affect our approach to
compliance, requires significant time, resources and expense, as will the effort to monitor whether additional changes to our business practices and our
backend configuration are needed, all of which may increase operating costs, or limit our ability to operate or expand our business.

Changes in data residency and cross-border transfer restrictions also impact our operations. For the transfer of personal data from the EU to the U.S.,

like many U.S. and European companies, we have relied upon, and are currently certified under the EU-U.S. and Swiss-U.S. Privacy Shield Frameworks.
The Privacy Shield Framework, however, was struck down in July 2020 by the EU Court of Justice as an adequate mechanism by which EU companies
may pass personal data to the US, and other EU mechanisms for adequate data transfer, such as the standard contractual clauses, were questioned by the
Court of Justice and whether and how standard contractual clauses can be used to transfer personal data to the U.S. is in question. If there is no interim
agreement or guidance from the EU and standard clauses also cannot be used, we could be left with no reasonable option for the lawful cross-border
transfer of personal data. If successful challenges leave us with no reasonable option for the lawful cross-border transfer of personal data, and if we
nonetheless continue to transfer personal data from the EU to the US, that could lead to governmental enforcement actions, litigation, fines and penalties or
adverse publicity, which could have an adverse effect on our reputation and business or cause us to need to establish systems to maintain certain data in the
EU, which may involve substantial expense and cause us to divert resources from other aspects of our operations, all of which may adversely affect our
business. Other jurisdictions have adopted or are considering cross-border or data residency restrictions, which could reduce the amount of data we can
collect or process and, as a result, significantly impact our business. It remains unclear how the recent withdrawal of the United Kingdom, or U.K., from
the European Union, referred to as Brexit, will affect transborder data flows, regulators’ jurisdiction over our business, and other matters related to how we
do business and how we comply with applicable data protection laws. Accordingly, we cannot predict the additional expense, impact on revenue, or other
business impact that may stem from Brexit.

Regulatory investigations and enforcement actions could also impact us. In the U.S., the Federal Trade Commission, or FTC, uses its enforcement

powers under Section 5 of the Federal Trade Commission Act (which prohibits “unfair” and “deceptive” trade practices) to investigate companies engaging
in online tracking. Other companies in the advertising technology space have been subject to government investigation by regulatory bodies; advocacy
organizations have also filed complaints with data protection authorities against advertising technology companies, arguing that certain of these companies’
practices do not comply with the GDPR. We cannot avoid the possibility that one of these investigations or enforcement actions will require us to alter our
practices. Further, our legal risk depends in part on our clients’ or other third parties' adherence to privacy laws and regulations and their use of our services
in ways consistent with end user expectations. We rely on representations made to us by clients that they will comply with all applicable laws, including all
relevant privacy and data protection regulations. Although we make reasonable efforts to enforce such representations and contractual requirements, we do
not fully audit our clients’ compliance with our recommended disclosures or their adherence to privacy laws and regulations. If our clients fail to adhere to
our expectations or contracts in this regard, we and our clients could be subject to adverse publicity, damages, and related possible investigation or other
regulatory activity.

Adapting our business to the CCPA, the CPRA and their implementing regulations and to the enhanced and evolving privacy obligations in the EU

and elsewhere could continue to involve substantial expense and may cause us to divert resources from other aspects of our operations, all of which may
adversely affect our business. Additionally, as the advertising industry evolves, and new ways of collecting, combining and using data are created,
governments may enact legislation in response to technological advancements and changes that could result in our having to re-design features or functions
of our platform, therefore incurring unexpected compliance costs. Further, adaptation of the digital advertising marketplace requires increasingly significant
collaboration between participants in the market, such as publishers and advertisers. Failure of the industry to adapt to changes required for operating under
laws including the CCPA, CPRA and the GDPR and user response to such changes could negatively impact inventory, data, and demand. We cannot
control or predict the pace or effectiveness of such adaptation, and we cannot currently predict the impact such changes may have on our business.

In addition to laws regulating the processing of personal information, we are also subject to regulation with respect to political advertising activities,
which are governed by various federal and state laws in the U.S., and national and provincial laws worldwide. Online political advertising laws are rapidly
evolving, and in certain jurisdictions have varying transparency and disclosure requirements. We saw publishers impose varying prohibitions and
restrictions on the types of political advertising and breadth of targeted advertising allowed on their platforms with respect to advertisements for the 2020
U.S. presidential election in response to political advertising scandals, such as the scandal involving Cambridge Analytica. The lack of uniformity and
increasing requirements on transparency and disclosure could adversely impact the inventory made available for political advertising and the demand for
such inventory on our platform, and otherwise increase our operating and compliance costs. Concerns about political advertising or other advertising in
areas deemed sensitive, whether or not valid and whether or not driven by applicable laws and regulations, industry standards, client or inventory provider
expectations, or public perception, may harm our reputation, result in loss of goodwill, and inhibit use of our platform by current and future clients.

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These laws and other obligations may be interpreted and applied in a manner that is inconsistent with our existing data management practices or the
features of our platform. If so, in addition to the possibility of fines, lawsuits and other claims, we could be required to fundamentally change our business
activities and practices or modify our products, which could have an adverse effect on our business. We may be unable to make such changes and
modifications in a commercially reasonable manner or at all, and our ability to develop new products and features could be limited. All of this could impair
our or our clients’ ability to collect, use, or disclose information relating to consumers, which could decrease demand for our platform, increase our costs,
and impair our ability to maintain and grow our client base and increase our revenue.

Commitments to advertising technology industry self-regulation may subject us to investigation by government or self-regulatory bodies, government or
private litigation, and operational costs or harm to reputation or brand.

In addition to our legal obligations, we have committed to comply, and generally require our clients and partners to comply, with applicable self-

regulatory principles, such as the Network Advertising Initiative’s Code of Conduct and the Digital Advertising Alliance’s Self-Regulatory Principles for
Online Behavioral Advertising in the U.S., and similar self-regulatory principles in Europe and Canada adopted by the local Digital Advertising Alliance.
Trade associations and industry self-regulatory groups have also promulgated best practices and other industry standards relating to targeted advertising.
Our efforts to comply with these self-regulatory principles include offering Internet users notice and choice when advertising is served to them based, in
part, on their interests. If we or our clients or partners make mistakes in the implementation of these principles, or if self-regulatory bodies expand these
guidelines or government authorities issue different guidelines regarding Internet-based advertising, or opt out mechanisms fail to work as designed, or if
Internet users misunderstand our technology or our commitments with respect to these principles, we may, as a result, be subject to negative publicity,
government investigation, government or private litigation, or investigation by self-regulatory bodies or other accountability groups. Any such action
against us, or investigations, even if meritless, could be costly and time consuming, require us to change our business practices, cause us to divert
management’s attention and our resources, and be damaging to our brand, reputation, and business. In addition, privacy advocates and industry groups may
propose new and different self-regulatory standards that either legally or contractually apply to us. We cannot yet determine the impact such future
standards may have on our business.

Third parties control our access to unique identifiers, and if the use of “third-party cookies” or other technology to uniquely identify devices is rejected
by Internet users, restricted or otherwise subject to unfavorable regulation, blocked or limited by technical changes on end users’ devices and web
browsers, or our and our clients’ ability to use data on our platform is otherwise restricted, our performance may decline and we may lose advertisers
and revenue.

Our ability to successfully leverage user data and generate revenue from opportunities to serve advertisements could be impacted by restrictions

imposed by third parties, including restrictions on our ability to use or read cookies, device identifiers, or other tracking features or our ability to use real-
time bidding networks or other bidding networks. For example, if publishers or supply-side platforms decide to limit the data that we receive in order to
comply (in their view) with the opt-out of sale provisions of the CCPA or a potential federal privacy law, then our service may prove to be less valuable to
our clients and we may find it more difficult to generate revenue. That is, if third parties on which we rely for data or opportunities to serve advertisements
impose limitations (for whatever reason) or are restricted by other ecosystem participants or applicable regulations, we may lose the ability to access data,
bid on opportunities, or purchase digital ad space, which could have a substantial impact on our revenue.

Digital advertising mostly relies on the ability to uniquely identify devices across websites and applications, and to collect data about user
interactions with those devices for purposes such as serving relevant ads and measuring the effectiveness of ads. Devices are identified through unique
identifiers stored in cookies, provided by device operating systems for advertising purposes, or generated based on statistical algorithms applied to
information about a device, such as the IP address and device type. We use device identifiers to record such information as when an Internet user views an
ad, clicks on an ad, or visits one of our advertiser’s websites or applications. We use device identifiers to help us achieve our advertisers’ campaign goals,
including to limit the instances that an Internet user sees the same advertisement, report information to our advertisers regarding the performance of their
advertising campaigns, and detect and prevent malicious behavior and invalid traffic throughout our network of inventory. We also use data associated with
device identifiers to help our clients decide whether to bid on, and how to price, an opportunity to place an advertisement in a specific location, at a given
time, in front of a particular Internet user. Additionally, our clients rely on device identifiers to add information they have collected or acquired about users
into our platform. Without such data, our clients may not have sufficient insight into an Internet user’s activity, which may compromise their and our ability
to determine which inventory to purchase for a specific campaign and may undermine the effectiveness of our platform or our ability to improve our
platform and remain competitive.

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Today, digital advertising, including our platform, makes significant use of cookies to store device identifiers for the advertising activities described
above. When we use cookies, they are generally considered third-party cookies, which are cookies owned and used by parties other than the owners of the
website visited by the Internet user. The most commonly used Internet browsers—Chrome, Firefox, Internet Explorer and Safari—allow Internet users to
modify their browser settings to prevent some or all cookies from being accepted by their browsers. Internet users can delete cookies from their computers
at any time. Additionally, some browsers currently, or may in the future, block or limit some third-party cookies by default or may implement user control
settings that algorithmically block or limit some cookies. Today, three major web browsers-Apple’s Safari, Mozilla’s Firefox, and Microsoft’s Edge-block
third-party cookies by default. Google’s Chrome has introduced new controls over third-party cookies and announced plans to deprecate support for third-
party cookies and user agent strings entirely by January 2022. Some Internet users also download free or paid ad blocking software that not only prevents
third-party cookies from being stored on a user’s computer, but also blocks all interaction with a third-party ad server. In addition, Google has introduced
ad blocking software in its Chrome web browser that will block certain ads based on quality standards established under a multi-stakeholder coalition. If
such a feature inadvertently or mistakenly blocks ads that are not within the established blocking standards, or if such capabilities become widely adopted
and the advertising technology industry does not collaboratively develop alternative technologies, our business could be harmed. The IAB and DAA have
also developed frameworks that allow users to opt out of the “sale” of their personal information under the CCPA in ways that stop or severely limit the
ability to show targeted ads.

Advertising shown on mobile applications can also be affected by blocking or restricting use of mobile device identifiers. Data regarding
interactions between users and devices are tracked mostly through stable, pseudonymous advertising identifiers that are built into the device operating
system with privacy controls that allow users to express a preference with respect to data collection for advertising, including to disable the identifier.
These identifiers and privacy controls are defined by the developers of the platforms through which the applications are accessed and could be changed by
the platforms in a way that may negatively impact our business. For example, Apple announced last year that it will require user opt-in before permitting
access to Apple’s unique identifier, or IDFA. Apple initially targeted fall 2020 for implementing these changes but has pushed that date out until at least
early 2021. This shift from enabling user opt-out to an opt-in requirement is likely to have a substantial impact on the mobile advertising ecosystem and
could impact our growth in this channel.

In addition, in the EU, Directive 2002/58/EC (as amended by Directive 2009/136/EC), commonly referred to as the ePrivacy or Cookie Directive,
directs EU member states to ensure that accessing information on an Internet user’s computer, such as through a cookie and other similar technologies, is
allowed only if the Internet user has been informed about such access and given his or her consent. A recent ruling by the Court of Justice of the European
Union clarified that such consent must be reflected by an affirmative act of the user, and European regulators are increasingly agitating for more robust
forms of consent. These developments may result in decreased reliance on implied consent mechanisms that have been used to meet requirements of the
Cookie Directive in some markets. A replacement for the Cookie Directive is currently under discussion by EU member states to complement and bring
electronic communication services in line with the GDPR and force a harmonized approach across EU member states. Like the GDPR, the proposed
ePrivacy Regulation has extra-territorial application as it applies to businesses established outside the EU who provide publicly available electronic
communications services to, or gather data from the devices of, users in the EU. Though still subject to debate, the proposed ePrivacy Regulation may
further raise the bar for the use of cookies and the fines and penalties for breach may be significant. We may be required to, or otherwise may determine
that it is advisable to, make significant changes in our business operations and product and services to obtain user opt-in for cookies and use of cookie data,
or develop or obtain additional tools and technologies to compensate for a lack of cookie data.

As the collection and use of data for digital advertising has received media attention over the past several years, some government regulators, such

as the FTC, and privacy advocates have suggested creating a “Do Not Track” standard that would allow Internet users to express a preference, independent
of cookie settings in their browser, not to have their online browsing activities tracked. “Do Not Track” has seen renewed emphasis from proponents of the
CCPA, and the final regulations browser-based or similar “do not sell” signals. California’s CPRA, similarly contemplates the use of technical opt outs for
the sale and sharing of personal information for advertising purposes as well as to opt out of the use of sensitive information for advertising purposes and
allows for AG rulemaking to develop these technical signals. If a “Do Not Track,” “Do Not Sell,” or similar control is adopted by many Internet users or if
a “Do Not Track” standard is imposed by state, federal, or foreign legislation (as it arguably is to some degree under the CCPA regulations), or is agreed
upon by standard setting groups, we may have to change our business practices, our clients may reduce their use of our platform, and our business,
financial condition, and results of operations could be adversely affected.

Increased transparency into the collection and use of data for digital advertising, introduced both through features in browsers and devices and

regulatory requirements, such as the GDPR, the CCPA, “Do Not Track”, and ePrivacy, as well as compliance with such requirements, may create
operational burdens to implement and may lead more users to choose to block the collection and use of data about them. Adapting to these and similar
changes has in the past and may in the future require significant time, resources and expense, which may increase our cost of operation or limit our ability
to operate or expand our business.

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Concerns regarding data privacy and security relating to our industry’s technology and practices, and perceived failure to comply with laws and
industry self-regulation, could damage our reputation and deter current and potential clients from using our products and services.

Public perception regarding data protection and privacy are significant in the programmatic advertising buying industry. Concerns about industry

practices with regard to the collection, use, and disclosure of personal information, whether or not valid and whether driven by applicable laws and
regulations, industry standards, client or inventory provider expectations, or the broader public, may harm our reputation, result in loss of goodwill, and
inhibit use of our platform by current and future clients. For example, perception that our practices involve an invasion of privacy, whether or not such
practices are consistent with current or future laws, regulations, or industry practices, may subject us to public criticism, private class actions, reputational
harm, or claims by regulators, which could disrupt our business and expose us to increased liability.

Our failure to meet standards and provide services that our advertisers and inventory suppliers trust, could harm our brand and reputation and those of
our partners and negatively impact our business, financial condition and results of operations.

We do not provide or control the content of the advertisements that we serve or the content of the websites providing the inventory. Advertisers

provide the advertising content and inventory suppliers provide the inventory. Both advertisers and inventory suppliers are concerned about being
associated with content they consider inappropriate, competitive or inconsistent with their brands, or illegal, and they are hesitant to spend money or make
inventory available, respectively, without some guarantee of brand security. Consequently, our reputation depends in part on providing services that our
advertisers and inventory suppliers trust, and we have contractual obligations to meet content and inventory standards. We contractually prohibit the misuse
of our platform by our clients and inventory suppliers. Additionally, we use our proprietary technology and third-party services to, and we participate in
industry co-ops that work to, detect malware and other content issues as well as click fraud (whether by humans or software known as “bots”) and to block
fraudulent inventory, including “tool bar” inventory, which is inventory that appears within an application and displaces any advertising that would
otherwise be displayed on the website. Despite such efforts, our clients may inadvertently purchase inventory that proves to be unacceptable for their
campaigns, in which case we may not be able to recoup the amounts paid to inventory suppliers. Preventing and combating fraud is an industry-wide issue
that requires constant vigilance, and we cannot guarantee that we will be successful in our efforts. Our clients could intentionally run campaigns that do not
meet the standards of our inventory suppliers or attempt to use illegal or unethical targeting practices or seek to display advertising in jurisdictions that do
not permit such advertising or in which the regulatory environment is uncertain, in which case our supply of ad inventory from such suppliers could be
jeopardized. Some of our competitors undertake human review of content, but because our platform is self-service, and because such means are cost-
intensive, we do not utilize all means available to decrease these risks. We may provide access to inventory that is objectionable to our advertisers, serve
advertising that contains malware, objectionable content, or is based on questionable targeting criteria to our inventory suppliers, or be unable to detect and
prevent non-human traffic, any one of which could harm our or our clients’ brand and reputation, decrease their trust in our platform, and negatively impact
our business, financial condition and results of operations.

If we fail to offer sufficient client training and support, our business and reputation would suffer.

Because we offer a self-service platform, client training and support is important for the successful marketing and continued use of our platform and

for maintaining and increasing spend through our platform from existing and new clients. Providing this training and support requires that our platform
operations personnel have specific domain knowledge and expertise along with the ability to train others, which makes it more difficult for us to hire
qualified personnel and to scale up our support operations due to the extensive training required. The importance of high-quality client service will increase
as we expand our business and pursue new clients. If we are not responsive and proactive regarding our clients’ advertising needs, or do not provide
effective support for our clients’ advertising campaigns, our ability to retain our existing clients would suffer and our reputation with existing or potential
clients would be harmed, which would negatively impact our business.

If the non-proprietary technology, software, products and services that we use are unavailable, have future terms we cannot agree to, or do not perform
as we expect, our business, financial condition and results of operations could be harmed.

We depend on various technology, software, products and services from third parties or available as open source, including data centers and API

technology, payment processing, payroll and other technology and professional services, some of which are critical to the features and functionality of our
platform. For example, in order for clients to target ads in ways they desire and otherwise optimize and verify campaigns, our platform must have access to
data regarding Internet user behavior and reports with demographic information regarding Internet users. Identifying, negotiating, complying with and
integrating with third-party terms and technology are complex, costly and time-consuming matters. Failure by third-party providers to maintain, support or
secure their technology either generally or for our accounts specifically, or downtime, errors or defects in their products or services, could adversely impact
our platform, our administrative obligations or other areas of our business. Having to replace any third-party providers or their technology, products or
services could result in outages or difficulties in our ability to provide our services. If we are unsuccessful in establishing or maintaining our relationships
with our third-party providers or otherwise need to replace them, internal resources may need to be diverted and our business, financial condition and
results of operations could be harmed.

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Disruptions to service from our third-party data center hosting facilities and cloud computing and hosting providers could impair the delivery of our
services and harm our business.

A significant portion of our business relies upon hardware and services that are hosted, managed and controlled by third-party co-location providers
for our data centers, and we are dependent on these third parties to provide continuous power, cooling, Internet connectivity and physical and technological
security for our servers. In the event that these third-party providers experience any interruption in operations or cease business for any reason, or if we are
unable to agree on satisfactory terms for continued hosting relationships, we would be forced to enter into a relationship with other service providers or
assume some hosting responsibilities ourselves. Even a disruption as brief as a few minutes could have a negative impact on marketplace activities and
could result in a loss of revenue. These facilities may be located in areas prone to natural disasters and may experience catastrophic events such as
earthquakes, fires, floods, power loss, telecommunications failures, public health crises and similar events. They may also be subject to break-ins, sabotage,
intentional acts of vandalism, cyber-attacks and similar misconduct. Although we have made certain disaster recovery and business continuity
arrangements, such events could cause damage to, or failure of, our systems generally, or those of the third-party cloud computing and hosting providers,
which could result in disruptions to our service.

We face potential liability and harm to our business based on the human factor of inputting information into our platform.

Campaigns are set up using several variables available to our clients on our platform. While our platform includes several checks and balances, it is
possible for human error to result in significant overspending. The system requires a daily cap at the ad group level. We also provide for the client to input
daily and overall caps at the advertising inventory campaign level at their discretion. Additionally, we set a credit limit for each user so that they cannot
spend beyond the level of credit risk we are willing to accept. Despite these protections, the ability for overspend exists. For example, campaigns which last
for a period of time can be set to pace evenly or as quickly as possible. If a client with a high credit limit enters the wrong daily cap with a campaign set to
a rapid pace, it is possible for a campaign to accidently go significantly over budget. While our client contracts state that clients are responsible for media
purchased through our platform, we are ultimately responsible for paying the inventory providers, and we may be unable to collect from clients facing such
issues, in which case our results of operations would be harmed.

We have international operations and plan to continue expanding abroad where we have more limited operating experience, which may subject us to
additional cost and economic risks that can adversely affect our business, financial condition and results of operations.

Our international operations and expansion plans create challenges associated with supporting a rapidly growing business across a multitude of

cultures, customs, monetary, legal and regulatory systems and commercial infrastructures. We have a limited operating history outside of the U.S., and our
ability to manage and expand our business and conduct our operations internationally requires considerable attention and resources.

We have personnel in countries within North America, Central America, Europe, Asia, and Australia, and we are continuing to expand our
international operations. Some of the countries into which we are, or potentially may, expand score unfavorably on the Corruption Perceptions Index, or
CPI, of the Transparency International. Our teams in locations outside the U.S. are substantially smaller than some of our teams in the U.S. To the extent
we are unable to effectively engage with non-U.S. advertising agencies or international divisions of U.S. agencies due to our limited sales force capacity, or
we are unable to secure quality non-U.S. ad inventory and data on reasonable terms due to our limited inventory and data team capacity, we may be unable
to effectively grow in international markets.

Our international operations and expansion subject us to a variety of additional risks, including:

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risks related to local advertising markets, where adoption of programmatic ad buying may be slower than in the U.S., advertising buyers and
inventory and data providers may be less familiar with demand-side platforms and our brand, and business models may not support our value
proposition;

exposure to public health issues, and to travel restrictions and other measures undertaken by governments in response to such issues;

risks related to compliance with local laws and regulations, including those relating to privacy, cybersecurity, data security, antitrust, data
localization, anti-bribery, import and export controls, economic sanctions (including to existing and potential partners and clients), tax and
withholding (including overlapping of different tax regimes), varied labor and employment laws (including those relating to termination of
employees); corporate formation, partnership, restrictions on foreign ownership or investment, and other regulatory limitations or obligations
on our operations (such as obtaining requisite licenses or other governmental requirements); and the increased administrative costs and risks
associated with such compliance;

operational and execution risk, and other challenges caused by distance, language and cultural differences, which may burden management,
increase travel, infrastructure and legal compliance costs, and add complexity to our enforcement of advertising standards across languages
and countries;

geopolitical and social factors, such as concerns regarding negative, unstable or changing economic conditions in the countries and regions
where we operate, global and regional recessions, political instability, and trade disputes;

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risks related to pricing structure, payment and currency, including aligning our pricing model and payment terms with local norms, higher
levels of credit risk and payment fraud, difficulties in invoicing and collecting in foreign currencies and associated foreign currency exposure,
and difficulties in repatriating or transferring funds from or converting currencies; and

reduced protection for intellectual property rights in some countries and practical difficulties in enforcing contractual and intellectual property
rights abroad.

We have a U.K. entity through which we have entered into international client and partner agreements, including with those in the EU, which are

governed by English Law, and some of our clients and partners pay us in British Pounds and Euros. It is unclear what effects Brexit will have on the
operational execution and enforcement of those agreements, transborder transactions generally, matters of taxation, transborder data flows, regulators’
jurisdiction over our business, and other matters related to how we do business in the U.K. and EU. Brexit may adversely affect economic conditions in the
U.K., EU and elsewhere across the globe, and could contribute to volatility in foreign exchange markets with respect to the British Pound and Euro, which
we may not be able to effectively manage, and our financial results could be adversely affected. Further, Brexit may add additional complexity to our
European operations, which are headquartered in the U.K. Accordingly, we cannot predict the additional expense, impact on revenue, or other business
impact that may stem from Brexit.

We may incur significant operating expenses as a result of our international operations and expansion, and we may not be successful. Our
international business also subjects us to the impact of differing regulatory requirements, costs and difficulties in managing a distributed workforce, and
potentially adverse tax consequences in the U.S. and abroad. If our international activities were found to be in violation of any existing or future
international laws or regulations or if interpretations of those laws and regulations were to change, our business in those countries could be subject to fines
and other financial penalties, have licenses revoked, or be forced to restructure operations or shut down entirely. In addition, advertising markets outside of
the U.S. are not as developed as those within the U.S., and we may be unable to grow our business sufficiently. Any failure to successfully manage the risks
and challenges related to our international operations could adversely affect our business, financial condition and results of operations.

We have entered into, and may in the future enter into, credit facilities which may contain operating and financial covenants that restrict our business
and financing activities.

We have entered into, and may in the future enter into, credit facilities which contain restrictions that limit our flexibility in operating our business.
Our credit facility contains, and any future credit facility may contain, various covenants that limit our ability to engage in specified types of transactions.
Subject to limited exceptions, these covenants limit our ability to, among other things:

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sell assets or make changes to the nature of our business;

engage in mergers or acquisitions;

incur, assume or permit additional indebtedness and guarantees;

make restricted payments, including paying dividends on, repurchasing, redeeming or making distributions with respect to our capital stock;

make specified investments;

engage in transactions with our affiliates; and

make payments in respect of subordinated debt.

Our obligations under our credit facility are collateralized by a pledge of substantially all of our assets, including accounts receivable, deposit
accounts, intellectual property, and investment property and equipment. The covenants in our credit facility may limit our ability to take actions and, in the
event that we breach one or more covenants, our lenders may choose to declare an event of default and require that we immediately repay all amounts
outstanding, terminate the commitment to extend further credit and foreclose on the collateral granted to them to collateralize such indebtedness, which
includes our intellectual property. In addition, if we fail to meet the required covenants, we will not have access to further draw-downs under our credit
facility.

Our future success depends on the continuing efforts of our key employees, including Jeff T. Green and David R. Pickles, and our ability to attract,
hire, retain and motivate highly skilled employees in the future.

Our future success depends on the continuing efforts of our executive officers and other key employees, including our two founders, Jeff T. Green,
our Chief Executive Officer, and David R. Pickles, our Chief Technology Officer. We rely on the leadership, knowledge, and experience that our executive
officers provide. They foster our corporate culture, which has been instrumental to our ability to attract and retain new talent. We also rely on our ability to
hire and retain qualified and motivated employees, particularly those employees in our product development, support, and sales teams that attract and keep
key clients.

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The market for talent in many of our areas of operations, including California and New York, is intensely competitive, as technology companies like

ours compete to attract the best talent. As a business-to-business company, we do not have the same level of name recognition among potential recruits as
business-to-consumer companies. Additionally, we have less experience with recruiting and less name recognition in geographies outside of the U.S. and
may face additional challenges in attracting and retaining international employees. As a result, we may incur significant costs to attract and retain
employees, including significant expenditures related to salaries and benefits and compensation expenses related to equity awards, and we may lose new
employees to our competitors or other companies before we realize the benefit of our investment in recruiting and training them. New employees often
require significant training and, in many cases, take significant time before they achieve full productivity. Our account managers, for instance, need to be
trained quickly on the features of our platform since failure to offer high-quality support may adversely affect our relationships with our clients.

Employee turnover, including changes in our management team, could disrupt our business. None of our founders or other key employees have an
employment agreement for a specific term, and all of our employees may terminate his or her employment with us at any time. The loss of one or more of
our executive officers, especially our two founders, or our inability to attract and retain highly skilled employees could have an adverse effect on our
business, financial condition and results of operations.

If we do not effectively grow and train our sales and client service teams, we may be unable to add new clients or increase sales to our existing clients
and our business will be adversely affected.

We are substantially dependent on our sales and client service teams to obtain new clients and to increase spend by our existing clients. We believe
that there is significant competition for sales personnel with the skills and technical knowledge that we require. Our ability to achieve revenue growth will
depend, in large part, on our success in recruiting, training, integrating and retaining sufficient numbers of sales personnel to support our growth. Due to the
complexity of our platform, new hires require significant training and it may take significant time before they achieve full productivity. Our recent and
planned hires may not become productive as quickly as we expect, and we may be unable to hire or retain sufficient numbers of qualified individuals in the
markets where we do business or plan to do business. If we are unable to hire and train sufficient numbers of effective sales personnel, or the sales
personnel are not successful in obtaining new clients or increasing our existing clients’ spend with us, our business will be adversely affected.

Our corporate culture has contributed to our success and, if we are unable to maintain it as we grow, our business, financial condition, and results of
operations could be harmed.

We have experienced and may continue to experience rapid expansion of our employee ranks. We believe our corporate culture has been a key element of

our success. However, as our organization grows, it may be difficult to maintain our culture, which could reduce our ability to innovate and operate effectively. The
failure to maintain the key aspects of our culture as our organization grows could result in decreased employee satisfaction, increased difficulty in attracting top
talent, increased turnover and could compromise the quality of our client service, all of which are important to our success and to the effective execution of our
business strategy. In the event we are unable to maintain our corporate culture as we grow to scale, our business, financial condition and results of operations could
be harmed.

Our proprietary rights may be difficult to enforce, which could enable others to copy or use aspects of our technology without compensating us, thereby
eroding our competitive advantages and harming our business.

We rely upon a combination of trade secrets, third-party confidentiality and non-disclosure agreements, additional contractual restrictions on
disclosure and use, and trademark, copyright, patent and other intellectual property laws to establish and protect our proprietary rights. These laws,
procedures and restrictions provide only limited protection. We currently have “theTradeDesk” and variants and other marks registered as trademarks or
pending registrations in the U.S. and certain foreign countries. We also rely on copyright laws to protect computer programs related to our platform and our
proprietary technologies, although to date we have not registered for statutory copyright protection. We have registered numerous Internet domain names in
the U.S. and certain foreign countries related to our business. We endeavor to enter into agreements with our employees and contractors in order to limit
access to and disclosure of our proprietary information, as well as to clarify rights to intellectual property associated with our business. Protecting our
intellectual property is a challenge, especially after our employees or our contractors end their relationship with us, and, in some cases, decide to work for
our competitors. Our contracts with our employees and contractors that relate to intellectual property issues generally restrict the use of our confidential
information solely in connection with our services, and strictly prohibit reverse engineering. However, reverse engineering our software or the theft or
misuse of our proprietary information could occur by employees or other third parties who have access to our technology. Enforceability of the non-
compete agreements that we have in place is not guaranteed, and contractual restrictions could be breached without discovery or adequate remedies.
Historically, we have prioritized keeping our technology architecture, trade secrets, and engineering roadmap private, and as a general matter, have not
patented our proprietary technology. As a result, we cannot look to patent enforcement rights to protect much of our proprietary technology. Furthermore,
our patent strategy is still in its early stages. We may not be able to obtain any further patents, and our pending applications may not result in the issuance
of patents. Any issued patents may be challenged, invalidated or circumvented, and any rights granted under these patents may not actually provide
adequate defensive protection or competitive advantages to us. Additionally, the process of obtaining patent protection is expensive and time-consuming,
and we may not be able to prosecute all necessary or desirable patent applications at a reasonable cost or in a timely manner.

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Policing unauthorized use of our technology is difficult. In addition, the laws of some foreign countries may not be as protective of intellectual
property rights as those of the U.S., and mechanisms for enforcement of our proprietary rights in such countries may be inadequate. If we are unable to
protect our proprietary rights (including in particular, the proprietary aspects of our platform) we may find ourselves at a competitive disadvantage to others
who have not incurred the same level of expense, time and effort to create and protect their intellectual property.

We may be sued by third parties for alleged infringement of their proprietary rights, which would result in additional expense and potential damages.

There is significant patent and other intellectual property development activity in the digital advertising industry. Third-party intellectual property

rights may cover significant aspects of our technologies or business methods or block us from expanding our offerings. Our success depends on the
continual development of our platform. From time to time, we may receive claims from third parties that our platform and underlying technology infringe
or violate such third parties’ intellectual property rights. To the extent we gain greater public recognition, we may face a higher risk of being the subject of
intellectual property claims. The cost of defending against such claims, whether or not the claims have merit, is significant, regardless of whether we are
successful in our defense, and could divert the attention of management, technical personnel and other employees from our business operations. Litigation
regarding intellectual property rights is inherently uncertain due to the complex issues involved, and we may not be successful in defending ourselves in
such matters. Additionally, we have obligations to indemnify our clients or inventory and data suppliers in connection with certain intellectual property
claims. If we are found to infringe these rights, we could potentially be required to cease utilizing portions of our platform. We may also be required to
develop alternative non-infringing technology, which could require significant time and expense. Additionally, we could be required to pay royalty
payments, either as a one-time fee or ongoing, as well as damages for past use that was deemed to be infringing. If we cannot license or develop technology
for any allegedly infringing aspect of our business, we would be forced to limit our service and may be unable to compete effectively. Any of these results
could harm our business.

We face potential liability and harm to our business based on the nature of our business and the content on our platform.

Advertising often results in litigation relating to misleading or deceptive claims, copyright or trademark infringement, public performance royalties
or other claims based on the nature and content of advertising that is distributed through our platform. Though we contractually require clients to generally
represent to us that their advertisements comply with our ad standards and our inventory providers’ ad standards and that they have the rights necessary to
serve advertisements through our platform, we do not independently verify whether we are permitted to deliver, or review the content of, such
advertisements. If any of these representations are untrue, we may be exposed to potential liability and our reputation may be damaged. While our clients
are typically obligated to indemnify us, such indemnification may not fully cover us, or we may not be able to collect. In addition to settlement costs, we
may be responsible for our own litigation costs, which can be expensive.

We are subject to anti-bribery, anti-corruption and similar laws and non-compliance with such laws can subject us to criminal penalties or significant
fines and harm our business and reputation.

We are subject to anti-bribery and similar laws, such as the U.S. Foreign Corrupt Practices Act of 1977, as amended, the U.S. domestic bribery

statute contained in 18 U.S.C. § 201, the USA PATRIOT Act, U.S. Travel Act, the U.K. Bribery Act 2010 and Proceeds of Crime Act 2002, and possibly
other anti-corruption, anti-bribery and anti-money laundering laws in countries in which we conduct business. Anti-corruption laws have been enforced
with great rigor in recent years and are interpreted broadly. Such laws prohibit companies and their employees and their agents from making or offering
improper payments or other benefits to government officials and others in the private sector. As we increase our international sales and business,
particularly in countries with a low score on the CPI by Transparency International, and increase our use of third parties such as sales agents, distributors,
resellers or consultants, our risks under these laws will increase. We adopt appropriate policies and procedures and conduct training, but cannot guarantee
that improprieties will not occur. Noncompliance with these laws could subject us to investigations, sanctions, settlements, prosecution, other enforcement
actions, disgorgement of profits, significant fines, damages, other civil and criminal penalties or injunctions, suspension and/or debarment from contracting
with specified persons, the loss of export privileges, reputational harm, adverse media coverage, and other collateral consequences. Any investigations,
actions and/or sanctions could have a material negative impact on our business, financial condition and results of operations.

We are subject to governmental economic sanctions requirements and export and import controls that could impair our ability to compete in
international markets or subject us to liability if we are not in compliance with applicable laws.

As a U.S. company, we are subject to U.S. export control and economic sanctions laws and regulations, and we are required to export our

technology and services in compliance with those laws and regulations, including the U.S. Export Administration Regulations and economic embargo and
trade sanctions programs administered by the Treasury Department’s Office of Foreign Assets Control. U.S. economic sanctions and export control laws
and regulations prohibit the shipment of specified products and services to countries, governments and persons targeted by U.S. sanctions. While we take
precautions to prevent doing any business, directly or indirectly, with countries, governments and persons targeted by U.S. sanctions and to ensure that our
technology and services are not exported or used by countries, governments and persons targeted by U.S. sanctions, such measures may be

29

circumvented. There can be no assurance that we will be in compliance with U.S. export control or economic sanctions laws and regulations in the future.
Any such violation could result in significant criminal or civil fines, penalties or other sanctions and repercussions, including reputational harm that could
materially adversely impact our business.

Furthermore, if we export our technology, the exports may require authorizations, including a license, a license exception or other appropriate

government authorization. Complying with export control and sanctions regulations may be time-consuming and may result in the delay or loss of
opportunities.

In addition, various countries regulate the import of encryption technology, including the imposition of import permitting and licensing

requirements, and have enacted laws that could limit our ability to offer our platform or could limit our clients’ ability to use our platform in those
countries. Changes in our platform or future changes in export and import regulations may create delays in the introduction of our platform in international
markets or prevent our clients with international operations from deploying our platform globally. Any change in export or import regulations, economic
sanctions or related legislation, or change in the countries, governments, persons, or technologies targeted by such regulations, could result in decreased use
of our platform by, or in our decreased ability to export our technology and services to, existing or potential clients with international operations. Any
decreased use of our platform or limitation on our ability to export our platform would likely adversely affect our business, financial condition and results
of operations.

Risks Related to Ownership of Our Class A Common Stock

The market price of our Class A common stock may be volatile or may decline regardless of our operating performance, and you may not be able to
resell your shares at or above your purchase price.

The market price of our stock and of equity securities of technology companies has historically experienced high levels of volatility. If you purchase
shares of our Class A common stock, you may not be able to resell those shares at or above your purchase price. The market price of our Class A common
stock has fluctuated and may fluctuate significantly in response to numerous factors, some of which are beyond our control and may not be related to our
operating performance, including:

•

•

•

•

•

•

•

•

•

•

•

•

•

•

announcements of new offerings, products, services or technologies, commercial relationships, acquisitions, or other events by us or our
competitors;

price and volume fluctuations in the overall stock market from time to time;

significant volatility in the market price and trading volume of technology companies in general and of companies in the digital advertising
industry in particular;

fluctuations in the trading volume of our shares or the size of our public float;

actual or anticipated changes or fluctuations in our results of operations;

whether our results of operations meet the expectations of securities analysts or investors;

actual or anticipated changes in the expectations of investors or securities analysts;

litigation involving us, our industry, or both;

regulatory developments in the U.S., foreign countries, or both;

general economic conditions and trends;

terrorist attacks, political upheaval, natural disasters, public health crises, or other major catastrophic events;

sales of large blocks of our common stock;

departures of key employees; or

an adverse impact on us from any of the other risks cited herein.

In addition, if the stock market for technology companies, or the stock market generally, experiences a loss of investor confidence, the trading price

of our Class A common stock could decline for reasons unrelated to our business, financial condition, or results of operations. Stock prices of many
technology companies have fluctuated in a manner unrelated or disproportionate to the operating performance of those companies. The trading price of our
Class A common stock might also decline in reaction to events that affect other companies in our industry even if these events do not directly affect us. In
the past, stockholders have filed securities class action litigation following periods of market volatility. If we were to become involved in securities
litigation, it could subject us to substantial costs, divert resources and the attention of management from our core business, and adversely affect our
business.

30

 
 
 
 
 
 
 
 
 
 
 
 
 
 
Substantial future sales of shares of our common stock could cause the market price of our Class A common stock to decline.

The market price of our Class A common stock could decline as a result of substantial sales of our common stock, particularly sales by our directors,

executive officers, and significant stockholders or the perception in the market that holders of a large number of shares intend to sell their shares.

Additionally, our directors, executive officers, employees and, in certain instances, service providers, hold shares of common stock subject to

outstanding options, restricted stock awards and restricted stock units under our equity incentive plans. Those shares and the shares reserved for future
issuance under our equity incentive plans are and will become eligible for sale in the public market, subject to certain legal and contractual limitations.

Certain holders of our common stock have rights, subject to some conditions, to require us to file registration statements covering their shares or to

include their shares in registration statements that we may file for ourselves or our stockholders.

Insiders have substantial control over our company, including as a result of the dual class structure of our common stock, which could limit your
ability to influence the outcome of key decisions, including a change of control.

Our Class B common stock has ten votes per share, and our Class A common stock has one vote per share. Because of the ten-to-one voting ratio

between our Class B and Class A common stock, the holders of our Class B common stock collectively continue to control a majority of the combined
voting power of our common stock and therefore are able to control all matters submitted to our stockholders for approval so long as the shares of Class B
common stock represent at least 9.1% of all outstanding shares of our Class A and Class B common stock in the aggregate. Our certificate of incorporation
provides that all Class B common stock will convert automatically into Class A common stock on December 22, 2025 unless converted prior to such
date.  As of December 31, 2020, stockholders who hold shares of Class B common stock, including our executive officers, employees, and directors and
their affiliates, together hold approximately 54% of the voting power of our outstanding capital stock. This concentrated control limits or precludes your
ability to influence corporate matters, as the holders of Class B common stock are able to influence or control matters requiring approval by our
stockholders, including the election of the directors, excluding the director we plan to designate as a Class A director, and the approval of mergers,
acquisitions or other extraordinary transactions. Their interests may differ from yours and they may vote in a manner that is adverse to your interests. This
ownership concentration may deter, delay or prevent a change of control of our company, deprive our stockholders of an opportunity to receive a premium
for their common stock as part of a sale of our company and may ultimately affect the market price of our common stock. Furthermore, in connection with
the amendments and related matters voted on at the Special Meeting of Stockholders held on December 22, 2020, or the Special Meeting, we may
experience legal proceedings, including securities class action claims and/or derivative litigation. Any legal proceedings related to items voted upon at the
Special Meeting may divert management’s time and attention and may result in the incurrence of significant expense, including legal fees.

Transfers by holders of Class B common stock will generally result in those shares converting to Class A common stock, subject to limited

exceptions, such as transfers effected for estate planning or charitable purposes. However, until the conversion of all outstanding shares of Class B common
stock, the conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the voting power of those holders of
Class B common stock who retain their shares in the long term.

Our charter documents and Delaware law could discourage takeover attempts and other corporate governance changes.

Our certificate of incorporation and bylaws contain provisions that could delay or prevent a change in control of our company. These provisions

could also make it difficult for stockholders to elect directors that are not nominated by the current members of our board of directors or take other
corporate actions, including effecting changes in our management. These provisions include the following provisions:

•

•

•

•

•

•

permit the board of directors to establish the number of directors and fill any vacancies and newly created directorships;

provide that our board of directors will be classified into three classes with staggered, three-year terms and that directors may only be
removed for cause;

require super-majority voting to amend certain provisions in our certificate of incorporation and bylaws;

authorize the issuance of “blank check” preferred stock that our board of directors could use to implement a stockholder rights plan;

specify that special meetings of our stockholders can be called only by our board of directors, the chairman of our board of directors, our
chief executive officer, or a stockholder that has held at least 20% of our outstanding shares of common stock continuously for one year;

prohibit stockholder action by written consent until the outstanding shares of Class B common stock represent less than 50% of our
outstanding voting power, which until such time requires all stockholder actions to be taken at a meeting of our stockholders;

31

 
 
 
 
 
 
•

•

•

•

•

•

•

provide that the board of directors is expressly authorized to make, alter or repeal our bylaws;

provide that vacancies on our board of directors may be filled only by a majority of directors then in office, even though less than a quorum;

prohibit cumulative voting in the election of directors;

restrict the forum for certain litigation against us to Delaware;

permit our board of directors to alter our bylaws without obtaining stockholder approval;

reflect the dual class structure of our common stock, as discussed above; and

establish advance notice requirements for nominations for election to our board of directors or for proposing matters that can be acted upon
by stockholders at annual stockholder meetings.

In addition, as a Delaware corporation, we are subject to Section 203 of the Delaware General Corporation Law. These provisions may prohibit large

stockholders, in particular those owning 15% or more of our outstanding voting stock, from merging or combining with us for a period of time.

Our certificate of incorporation provides that the Court of Chancery of the State of Delaware is the exclusive forum for substantially all disputes
between us and our stockholders, which limits our stockholders’ ability to choose other forums for disputes with us or our directors, officers or
employees.

Our certificate of incorporation provides that the Court of Chancery of the State of Delaware is the sole and exclusive forum for: (1) any derivative

action or proceeding brought on our behalf; (2) any action asserting a claim of breach of a fiduciary duty by any of our directors, officers, employees, or
our stockholders owed to us or our stockholders; (3) any action asserting a claim arising pursuant to any provision of the Delaware General Corporation
Law, our certificate of incorporation or our bylaws, or as to which the Delaware General Corporation Law confers jurisdiction on the Court of Chancery of
the State of Delaware; or (4) any action asserting a claim governed by the internal affairs doctrine. This choice of forum provision may limit a
stockholder’s ability to bring a claim in other judicial forums for disputes with us or our directors, officers, or other employees, which may discourage
lawsuits against us and our directors, officers and other employees in jurisdictions other than Delaware. Alternatively, if a court were to find the choice of
forum provision contained in our certificate of incorporation to be inapplicable or unenforceable in an action, we may incur additional costs associated with
resolving such action in other jurisdictions, which could have a material adverse effect our business, financial condition, or results of operations.

General Risk Factors

If we fail to maintain an effective system of internal control over financial reporting in the future, we may not be able to accurately or timely report our
financial condition or results of operations. If our internal control over financial reporting is not effective, it may adversely affect investor confidence
in us and the price of our common stock.

As a public company, we are required to maintain internal control over financial reporting and to report any material weaknesses in such internal

control. Section 404 of the Sarbanes-Oxley Act of 2002, or the Sarbanes-Oxley Act, requires that we evaluate and determine the effectiveness of our
internal control over financial reporting and provide a management report on internal control over financial reporting.

Our platform system applications are complex, multi-faceted and include applications that are highly customized in order to serve and support our

clients, advertising inventory and data suppliers, as well as support our financial reporting obligations. We regularly make improvements to our platform to
maintain and enhance our competitive position. In the future, we may implement new offerings and engage in business transactions, such as acquisitions,
reorganizations or implementation of new information systems. These factors require us to develop and maintain our internal controls, processes and
reporting systems, and we expect to incur ongoing costs in this effort. We may not be successful in developing and maintaining effective internal controls,
and any failure to develop or maintain effective controls, or any difficulties encountered in their implementation or improvement, could harm our operating
results or cause us to fail to meet our reporting obligations and may result in a restatement of our financial statements for prior periods.

If we identify material weaknesses in our internal control over financial reporting, we will be unable to assert that our internal control over financial
reporting is effective. If we are unable to assert that our internal control over financial reporting is effective, if our independent registered public accounting
firm is unable to express an opinion as to the effectiveness of our internal control over financial reporting, or if we are unable to comply with the
requirements of the Sarbanes-Oxley Act in a timely manner, then, we may be late with the filing of our periodic reports, investors may lose confidence in
the accuracy and completeness of our financial reports and the market price of our common stock could be negatively affected. Such failures could also
subject us to investigations by Nasdaq, the stock exchange on which our securities are listed, the SEC or other regulatory authorities, and to litigation from
stockholders, which could harm our reputation, financial condition or divert financial and management resources from our core business.

32

 
 
 
 
 
 
 
The requirements of being a public company may strain our resources, divert our management’s attention and affect our ability to attract and retain
qualified board members.

As a public company, we are subject to the reporting requirements of the Exchange Act, and are required to comply with the applicable requirements

of the Sarbanes-Oxley Act and the Dodd-Frank Wall Street Reform and Consumer Protection Act, the listing requirements of NASDAQ, and other
applicable securities rules and regulations. Compliance with these rules and regulations increases our legal and financial compliance costs, make some
activities more difficult, time-consuming or costly and increase demand on our systems and resources. Among other things, the Exchange Act requires that
we file annual, quarterly and current reports with respect to our business and results of operations and maintain effective disclosure controls and procedures
and internal controls over financial reporting. Significant resources and management oversight are required to maintain and, if required, improve our
disclosure controls and procedures and internal controls over financial reporting to meet this standard. As a result, management’s attention may be diverted
from other business concerns, which could harm our business and results of operations.

Exposure to foreign currency exchange rate fluctuations could negatively impact our results of operations.

While the majority of the transactions through our platform are denominated in U.S. dollars, we have transacted in foreign currencies, both for

inventory and for payments by clients from use of our platform. We also have expenses denominated in currencies other than the U.S. Dollar. Given our
anticipated international growth, we expect the number of transactions in a variety of foreign currencies to continue to grow in the future. While we
generally require a fee from our clients that pay in non-U.S. currency, this fee may not always cover foreign currency exchange rate fluctuations. Although
we currently have a program to hedge exposure to foreign currency fluctuations, the use of hedging instruments may not be available for all currencies or
may not always offset losses resulting from foreign currency exchange rate fluctuations. Moreover, the use of hedging instruments can itself result in losses
if we are unable to structure effective hedges with such instruments.

Future acquisitions, strategic investments or alliances could disrupt our business and harm our business, financial condition and results of operations.

We explore, on an ongoing basis, potential acquisitions of companies or technologies, strategic investments, or alliances to strengthen our business,

however, we have limited experience in acquiring and integrating businesses, products and technologies. Even if we identify an appropriate acquisition
candidate, we may not be successful in negotiating the terms or financing of the acquisition, and our due diligence may fail to identify all of the problems,
liabilities or other shortcomings or challenges of an acquired business, product or technology, including issues related to intellectual property, product
quality or architecture, regulatory compliance practices, revenue recognition or other accounting practices or employee or client issues. Acquisitions
involve numerous risks, any of which could harm our business, including:

•

•

•

•

•

•

•

•

•

•

•

regulatory hurdles;

anticipated benefits may not materialize;

diversion of management time and focus from operating our business to addressing acquisition integration challenges;

retention of employees from the acquired company;

cultural challenges associated with integrating employees from the acquired company into our organization;

integration of the acquired company’s products and technology;

integration of the acquired company’s accounting, management information, human resources and other administrative systems;

the need to implement or improve controls, procedures and policies at a business that, prior to the acquisition, may have lacked effective
controls, procedures and policies;

coordination of product development and sales and marketing functions;

liability for activities of the acquired company before the acquisition, including relating to privacy and data security, patent and trademark
infringement claims, violations of laws, commercial disputes, tax liabilities and other known and unknown liabilities; and

litigation or other claims in connection with the acquisition, including claims from terminated employees, users, former stockholders or other
third parties.

Failure to appropriately mitigate these risks or other issues related to such acquisitions and strategic investments could result in reducing or
completely eliminating any anticipated benefits of transactions, and harm our business generally. Future acquisitions could also result in dilutive issuances
of our equity securities, the incurrence of debt, contingent liabilities, amortization expenses or the impairment of goodwill, any of which could harm our
business, financial condition and results of operations.

33

 
 
 
 
 
 
 
 
 
 
 
We may not be able to secure additional financing on favorable terms, or at all, to meet our future capital needs, which may in turn impair our growth.

We intend to continue to grow our business, which will require additional capital to develop new features or enhance our platform, improve our
operating infrastructure, finance working capital requirements, or acquire complementary businesses and technologies. We cannot assure you that our
business will generate sufficient cash flow from operations or that future borrowings will be available to us under our existing credit facility in an amount
sufficient to fund our working capital needs. Accordingly, we may need to engage in additional equity or debt financings to secure additional capital. We
cannot assure you that we would be able to locate additional financing on commercially reasonable terms or at all. Any debt financing that we secure in the
future could involve restrictive covenants relating to our capital raising activities and other financial and operational matters, which may make it more
difficult for us to obtain additional capital and to pursue business opportunities. If our cash flows and credit facility borrowings are insufficient to fund our
working capital requirements, we may not be able to grow at the rate we currently expect or at all. In addition, in the absence of sufficient cash flows from
operations, we might be unable to meet our obligations under our credit facility, and we may therefore be at risk of default thereunder. If we raise additional
funds through future issuances of equity or convertible debt securities, our existing stockholders could suffer significant dilution, and any new equity
securities we issue could have rights, preferences and privileges superior to those of holders of our common stock. If we are unable to secure additional
funding on favorable terms, or at all, when we require it, our ability to continue to grow our business to react to market conditions could be impaired and
our business may be harmed.

The phase out of the London Interbank Offered Rate (LIBOR), or the replacement of LIBOR with a different reference rate, may adversely affect
interest rates.

Our revolving credit facility has interest rates tied to LIBOR.  On November 30, 2020, the ICE Benchmark Administration (the Financial

Conduct Authority-regulated and authorized administrator of LIBOR) announced that it would cease the publication of the one week and two-month USD
LIBOR settings at the end of 2021 and phase out the remaining USD LIBOR settings by the end of 2023. Although many of our LIBOR-based obligations
provide for alternative methods of calculating the interest rate payable if LIBOR is not reported, the extent and manner of any future changes with respect
to methods of calculating LIBOR or replacing LIBOR with another benchmark are unknown and impossible to predict at this time and, as such, may result
in interest rates that are materially higher than current interest rates. This could materially and adversely affect our results of operations, cash flows and
liquidity.

Our tax liabilities may be greater than anticipated.

The U.S. and non-U.S. tax laws applicable to our business activities are subject to interpretation and are changing. We are subject to audit by the

Internal Revenue Service and by taxing authorities of the state, local and foreign jurisdictions in which we operate. Our tax obligations are based in part on
our corporate operating structure, including the manner in which we develop, value, use and hold our intellectual property, the jurisdictions in which we
operate, how tax authorities assess revenue-based taxes such as sales and use taxes, the scope of our international operations and the value we ascribe to our
intercompany transactions. Taxing authorities may challenge, and have challenged, our tax positions and methodologies for valuing developed technology
or intercompany arrangements, positions regarding the collection of sales and use taxes, and the jurisdictions in which we are subject to taxes, which could
expose us to additional taxes. Any adverse outcomes of such challenges to our tax positions could result in additional taxes for prior periods, interest and
penalties, as well as higher future taxes. In addition, our future tax expense could increase as a result of changes in tax laws, regulations or accounting
principles, or as a result of earning income in jurisdictions that have higher tax rates. For example, the European Commission has proposed, and various
jurisdictions have enacted or are considering enacting laws that impose separate taxes on specified digital services, which may increase our tax obligations
in such jurisdictions. Any increase in our tax expense could have a negative effect on our financial condition and results of operations. Moreover, the
determination of our provision for income taxes and other tax liabilities requires significant estimates and judgment by management, and the tax treatment
of certain transactions is uncertain. Given uncertainty with respect to the impact of the COVID-19 pandemic on our operations, the income tax
benefit/expense we record may vary significantly in future periods.  Any changes, ambiguity, or uncertainty in taxing jurisdictions’ administrative
interpretations, decisions, policies and positions, including, the position of taxing authorities with respect to revenue generated by reference to certain
digital services, could also materially impact our income tax liabilities. Although we believe we will make reasonable estimates and judgments, the
ultimate outcome of any particular issue may differ from the amounts previously recorded in our financial statements and any such occurrence could
materially affect our financial condition and results of operations.

34

 
 
 
Item 1B. Unresolved Staff Comments

None.

Item 2. Properties

We maintain our principal offices in Ventura, California. We also lease office and data center space in various cities within the U.S., Europe, Asia

and Australia. We believe that our facilities are adequate to meet our needs for the immediate future and that, should it be needed, we will be able to secure
additional space to accommodate expansion of our operations.

Item 3. Legal Proceedings

We are not currently a party to any legal proceedings, litigation or claims, which, if determined adversely to us, would have a material adverse effect

on our business, financial condition, results of operations or cash flows. We may from time to time, be party to litigation and subject to claims incident to
the ordinary course of business. Regardless of the outcome, litigation can have an adverse impact on us because of defense and settlement costs, diversion
of management resources and other factors.

Item 4. Mine Safety Disclosures

Not applicable.

35

PART II

Item 5. Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities

Our Class A common stock began trading on the NASDAQ Global Market on September 21, 2016 under the symbol “TTD”. Prior to this date, there

was no public trading market for our Class A common stock. There is no public trading market for our Class B common stock. Refer to Note 9 to our
audited consolidated financial statements for more information regarding capitalization.

Holders of Record

As of January 31, 2021, there were approximately 14 holders of record of our Class A common stock and 13 holders of record of our Class B

common stock. The actual number of stockholders is greater than this number of record holders and includes stockholders who are beneficial owners but
whose shares are held in street name by brokers and other nominees. This number of holders also does not include stockholders whose shares may be held
in trust by other entities.

Dividend Policy

We have never declared or paid any dividends on our Class A or Class B common stock, and we do not anticipate paying any cash dividends in the

foreseeable future. We currently intend to retain any earnings to finance the operation and expansion of our business. Any future determination to pay
dividends will be at the discretion of our board of directors and will be dependent upon then-existing conditions, including our earnings, capital
requirements, results of operations, financial condition, business prospects and other factors that our board of directors considers relevant. Refer to “Item 7.
Management’s Discussion and Analysis of Financial Condition and Results of Operations” for additional information regarding our financial condition. In
addition, our credit facility contains restrictions on our ability to pay dividends.

Purchases of Equity Securities by the Issuer and Affiliated Purchasers

None.

Recent Sales of Unregistered Securities

None.

36

Stock Performance Graph

This performance graph shall not be deemed “soliciting material” or to be “filed” with the SEC for purposes of Section 18 of the Exchange Act, or
otherwise subject to the liabilities under that Section, and shall not be deemed to be incorporated by reference into any filing of ours under the Securities
Act of 1933, as amended, except as shall be expressly set forth by specific reference in such filing.

The following graph compares the cumulative total stockholder return on an initial investment of $100 in our Class A common stock between

September 21, 2016 (our initial trading day) and December 31, 2020, with the comparative cumulative total returns of the Standard & Poor’s (S&P) 500
Index, NASDAQ 100 Index and Russell 3000 Index over the same period. As previously discussed, we have not paid any cash dividends and, therefore, the
cumulative total return calculation for us is based solely upon stock price appreciation (depreciation) and not reinvestment of cash dividends, whereas the
data for the S&P 500 Index, NASDAQ 100 Index and Russell 3000 Index assumes reinvestments of dividends. The graph assumes the closing market price
on September 21, 2016 of $30.10 per share as the initial value of our Class A common stock. The returns shown are based on historical results and are not
necessarily indicative of, nor intended to forecast, future stock price performance.

37

 
 
 
Item 6. Selected Financial Data

The following tables set forth our selected consolidated financial data for the periods indicated. We have derived the selected consolidated

statements of operations data for 2020, 2019, and 2018 and the selected consolidated balance sheet data as of December 31, 2020 and 2019 from our
audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K. The selected consolidated statements of operations data
for 2017 and 2016 and the selected consolidated balance sheet data as of December 31, 2018, 2017 and 2016 were derived from our audited consolidated
financial statements that are not included in this Annual Report on Form 10-K.

The following selected consolidated financial data should be read in conjunction with “Item 7. Management’s Discussion and Analysis of Financial

Condition and Results of Operations” and our consolidated financial statements and the related notes appearing in “Item 8. Financial Statements and
Supplementary Data” in this Annual Report on Form 10-K. Our historical results are not necessarily indicative of our future results.

2020

2019

Year Ended December 31,
2018
(in thousands, except per share data)

2017

2016

Consolidated Statements of Operations Data:
Revenue
Operating expenses (1):
Platform operations
Sales and marketing
Technology and development
General and administrative

Total operating expenses
Income from operations
Total other expense (income), net
Income before income taxes
Provision for (benefit from) income taxes
Net income

Net income (loss) attributable to common
   stockholders (2)

Net income (loss) per share attributable to
   common stockholders–basic (2)

Net income (loss) per share attributable to
   common stockholders–diluted (2)

Financial and Operating Data:
Gross spend (3)
Gross billings (4)

Consolidated Balance Sheet Data:
Cash, cash equivalents and short-term investments
Accounts receivable, net
Total assets (5)
Accounts payable
Long-term debt, net of current portion
Total liabilities (5)
Total stockholders’ equity

  $

836,033    $

661,058    $

477,294    $

308,217    $

202,926 

178,812     
174,742     
166,654     
171,617     
691,825     
144,208     
305     
143,903     
(98,414)    
242,317    $

156,180     
132,882     
116,752     
143,048     
548,862     
112,196     
(4,024)    
116,220     
7,902     
108,318    $

114,098     
87,071     
83,892     
84,910     
369,971     
107,323     
1,586     
105,737     
17,597     
88,140    $

66,230     
61,379     
52,806     
58,446     
238,861     
69,356     
5,731     
63,625     
12,827     
50,798    $

39,876 
46,056 
27,313 
32,163 
145,408 
57,518 
13,684 
43,834 
23,352 
20,482 

  $

  $

242,317    $

108,318    $

88,140    $

50,798    $

(26,727)

  $

  $

5.24    $

2.43    $

2.08    $

1.26    $

(1.46)

4.95    $

2.27    $

1.92    $

1.15    $

(1.46)

2020

2019

Year Ended December 31,
2018
(in thousands)

2017

2016

  $ 4,198,568    $ 3,128,872    $ 2,350,877    $ 1,555,856    $ 1,027,984 
990,561
  $ 4,168,260    $ 3,095,687    $ 2,285,013    $ 1,491,742    $

2020

2019

As of December 31,
2018
(in thousands)

2017

2016

624,038    $

207,232    $
  $
254,988    $
834,764     
    1,584,109      1,166,376     
    2,753,645      1,728,761      1,117,872     
669,147     
    1,348,480     
—     
—     
723,305     
394,567     

868,618     
—     
    1,740,500      1,116,244     
612,517     
    1,013,145     

155,950    $
599,565     
797,164     
490,377     
27,000     
551,581     
245,583     

133,400 
377,240 
537,596 
321,163 
25,847 
373,216 
164,380

(1)

Includes stock-based compensation expense as follows:

38

 
 
 
 
 
 
   
   
   
   
 
 
 
 
   
      
      
      
      
  
   
      
      
      
      
  
   
   
   
   
   
   
   
   
   
 
 
 
 
 
 
   
   
   
   
 
 
 
 
   
      
      
      
      
  
 
 
 
 
 
 
 
   
   
   
   
 
 
 
 
   
      
      
      
      
  
   
 
 
 
Platform operations
Sales and marketing
Technology and development
General and administrative
Total

2020

2019

Year Ended December 31,
2018
(in thousands)

2017

2016

  $

  $

8,794    $
29,726     
36,672     
36,583     
111,775    $

5,350    $
20,769     
26,553     
28,086     
80,758    $

4,463    $
11,306     
13,855     
12,586     
42,210    $

2,674    $
6,261     
6,661     
5,721     
21,317    $

756 
1,707 
1,513 
1,080 
5,056

Refer to Note 10 to our audited consolidated financial statements for more information regarding stock-based compensation expense.

(2)

(3)

(4)

Refer to Note 3 to our audited consolidated financial statements for a description of the net income (loss) attributable to common stockholders and
net income (loss) per share attributable to common stockholders—basic and diluted computations.

Gross spend includes the value of a client’s purchases through our platform plus our platform fee, which is a percentage of a client’s purchases
through the platform. We review gross spend for internal management purposes to assess market share and scale, and to plan for optimal levels of
support for our clients. Some companies in our industry report revenue on a gross basis or use similar metrics, so tracking our gross spend allows us
to compare our results to the results of those companies. Gross spend does not represent our revenue reported net on a GAAP basis. Our gross spend
is influenced by the volume and characteristics of bids for advertising inventory won through our platform. We expect our revenue as a percentage
of gross spend, which is sometimes referred to as take rate, to fluctuate due to the types of services and features selected by our clients through our
platform and certain volume discounts. Other companies, including companies in our industry, may calculate gross spend or similarly titled
measures differently, which reduces its usefulness as a comparative measure.

Gross billings represents the amount we invoice our clients, net of allowances. As some of our clients have payment relationships directly with
advertising inventory suppliers for the amount of advertising inventory the clients purchase through our platform, we do not invoice these clients for
this spend, and we only invoice such clients for data, other services and our platform fee. Accordingly, gross billings are less than gross spend and
represent gross spend, less platform discounts and less the value of advertising inventory and data that our clients purchase directly from publishers
through our platform. We report revenue on a net basis which represents gross billings net of amounts we pay suppliers for the cost of advertising
inventory, data and add-on features. We expect our revenue as a percentage of gross billings to fluctuate due to the types of services and features
selected by our clients through our platform and certain volume discounts. We review gross billings for internal management purposes to adequately
plan for our working capital needs and monitor collection risk.

(5)

The selected financial data for 2020 and 2019 reflects the adoption of Accounting Standards Update (“ASU”) No. 2016-02, Leases (Topic 842). 
Refer to Note 2 – Basis of Presentation and Summary of Significant Accounting Policies for further detail. The selected financial data for 2018,
2017 and 2016 does not reflect the adoption of ASU No. 2016-02.

39

 
 
 
 
 
 
   
   
   
   
 
 
 
 
   
   
   
 
 
 
 
 
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

You should read the following discussion and analysis of our financial condition and results of operations together with the consolidated financial

statements and the related notes to those statements included in Item 8 to this Annual Report on Form 10-K. In addition to historical financial information,
the following discussion contains forward-looking statements that reflect our plans, estimates, beliefs, and expectations, and involve risks and
uncertainties. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K,
particularly in the section titled “Item 1A. Risk Factors” and the “Special Note About Forward-Looking Statements”.

The following generally discusses 2020 and 2019 items and year-to-year comparisons between 2020 and 2019. Discussion of historical items and

year-to-year comparisons between 2019 and 2018 that are not included in this discussion can be found in “Management’s Discussion and Analysis of
Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2019 filed with SEC on
February 28, 2020. References to “Notes” are notes included in our consolidated financial statements appearing elsewhere in this Annual Report on Form
10-K.

Overview

We are a technology company that empowers buyers of advertising. Through our self-service, cloud-based platform, ad buyers can create, manage,

and optimize more expressive data-driven digital advertising campaigns across ad formats, including display, video, audio, native and social, on a multitude
of devices, such as computers, mobile devices, and CTV. Our platform’s integrations with major data, inventory, and publisher partners provides ad buyers
reach and decisioning capabilities, and our enterprise APIs enable our clients to develop on top of the platform.

We commercially launched our platform in 2011, targeting the display advertising channel. Since launching, we have added additional advertising

channels. In 2020, the gross spend on our platform came from multiple channels including mobile, video (which includes CTV), display, audio, native and
social channels.

Our clients are primarily the advertising agencies and other service providers for advertisers, with whom we enter into ongoing MSAs. We generate
revenue by charging our clients a platform fee based on a percentage of a client’s total spend on advertising. We also generate revenue from providing data
and other value-added services and platform features.

Executive Summary

Highlights

For the years ended December 31, 2020 and 2019:

•

•

our revenue was $836.0 million and $661.1 million, respectively, representing an increase of 26%; and

our net income was $242.3 million and $108.3 million, respectively.

Trends, Opportunities and Challenges

The growing digitization of media and fragmentation of audiences has increased the complexity of advertising, and thereby increased the need for

automation in ad buying, which we provide on our platform. In order to grow, we will need to continue to develop our platform’s programmatic capabilities
and advertising inventory. We believe that key opportunities include our ongoing global expansion, continuing development of our CTV, video, audio, and
native ad inventory, and continuing development of data usage and advertising targeting capabilities.

We believe that growth of the programmatic advertising market is important for our ability to grow our business. Adoption of programmatic
advertising by advertisers allows us to acquire new clients and grow revenue from existing clients. Although our clients include some of the largest
advertising agencies in the world, we believe there is significant room for us to expand further within these clients and gain a larger amount of their
advertising spend through our platform. We also believe that the industry trends noted above will lead to advertisers adopting programmatic advertising
through platforms such as ours.

Similarly, the adoption of programmatic advertising by inventory owners and content providers allows us to expand the volume and type of
advertising inventory that we present to our clients. For example, we have expanded our CTV, native and audio advertising offerings through our recent
integrations with supply-side partners.

We invest for long-term growth. We anticipate that our operating expenses will continue to increase significantly in the foreseeable future as we

invest in platform operations and technology and development to enhance our product features, including programmatic buying of CTV ad inventory, and
in sales and marketing to acquire new clients and reinforce our relationships with existing clients. In addition, we expect to continue making investments in
our infrastructure, including our information technology, financial and administrative systems and controls, to support our growing operations.

40

 
 
 
 
 
We believe the markets outside of the U.S., and in particular China, offer an opportunity for growth, although such markets also may pose

challenges related to compliance with local laws and regulations, restrictions on foreign ownership or investment, uncertainty related to trade relations, and
variety of additional risks. We intend to make additional investments in sales and marketing and product development to expand in these markets,
including China, where we are making significant investments in our platform and growing our team.

We believe that these investments will contribute to our long-term growth, although they may negatively impact profitability in the near term.

Our business model has allowed us to grow significantly, and we believe that our operating leverage enables us to support future growth profitably.

COVID-19

The worldwide spread of COVID-19 has resulted, and is expected to continue to result, in a global slowdown of economic activity which is likely to

decrease demand for a broad variety of goods and services, including those provided by our clients, while also disrupting sales channels and advertising
and marketing activities for an unknown period of time until the virus is contained or economic activity normalizes. With the current decline in economic
activity, our revenue growth has slowed, and the impact on our revenue and our results of operations is likely to continue, the size and duration of which we
are currently unable to accurately predict. The extent of the impact of the COVID-19 pandemic on our operational and financial performance will depend
on a variety of factors, including the duration and spread of the virus and its impact on our clients, partners, industry, and employees, all of which are
uncertain at this time and cannot be accurately predicted. See “Risk Factors” for further discussion of the adverse impacts of the COVID-19 pandemic on
our business.

Factors Affecting Our Performance

Growth in and Retention of Client Spend

Our recent growth has been driven by expanding our share of spend by our existing clients and adding new clients. Our clients include some of the
largest advertising agencies in the world, and we believe there is significant room for us to expand further within these clients. As a result, future revenue
growth depends upon our ability to retain our existing clients and to gain a larger amount of their advertising spend through our platform.

In order to analyze gross spend contributions and growth from existing clients, we measure annual gross spend for the set of clients, or cohort, that

commenced spending on our platform in a specific year relative to subsequent periods. The gross spend from each of our cohorts has increased over
subsequent periods. However, over time we will likely lose clients from each cohort, clients may spend less on our platform and the growth rate of gross
spend may change. Any such change could have a significant negative impact on gross spend and operating results.

Ability to Expand our Omnichannel Reach, Including CTV and Digital Radio

We enable the purchase of advertising inventory in a wide variety of formats, such as display, mobile, video, audio, social and native. Our future
growth will depend on our ability to maintain and grow the inventory of, and spend on, other channels in addition to display advertising. We believe that
our ability to integrate and offer CTV and digital radio advertising inventory for purchase through our platform, and in particular our ability to manage the
increased costs that will accompany these purchases, will impact the future growth of our business.

Growth of the Programmatic Advertising Market

Our operating results and prospects will be impacted by the overall adoption of programmatic advertising by inventory owners and content
providers, as well as advertisers and the agencies and service providers that represent them. Programmatic advertising has grown rapidly in recent years,
and any acceleration, or slowing, of this growth would affect our operating and financial performance. In addition, even if the programmatic advertising
market continues to grow at its current rate, our ability to position ourselves within the market will impact the future growth of our business.

Development of International Markets

We have been increasing our focus on markets outside the U.S. to serve the global needs of our clients. We believe that the global opportunity for
programmatic advertising is significant due to the growing middle class abroad, and should continue to expand as publishers and advertisers outside the
U.S. seek to adopt the benefits that programmatic advertising provides. To capitalize on this opportunity, we intend to continue investing in our presence
internationally. Our growth and the success of our initiatives in newer markets will depend on the continued adoption of our platform by our existing
clients, as well as new clients, in these markets. Information about geographic gross billings is set forth in Note 12—Segment and Geographic Information.

41

 
 
Seasonality

In the advertising industry, companies commonly experience seasonal fluctuations in revenue. For example, many advertisers allocate the largest

portion of their budgets to the fourth quarter of the calendar year in order to coincide with increased holiday purchasing. Historically, the fourth quarter of
the year reflects our highest level of advertising activity and the first quarter reflects the lowest level of such activity. We expect our revenue to continue to
fluctuate based on seasonal factors that affect the advertising industry as a whole.

Components of Our Results of Operations

We have one primary business activity and operate in one reportable and operating segment.

Revenue

We generate revenue from clients who enter into agreements with us to use our platform to purchase advertising inventory, data and other add-on

features.

We report revenue on a net basis which represents gross billings net of amounts we pay suppliers for the cost of advertising inventory, data and add-
on features. Our accounts receivable are recorded at the amount of gross billings to clients, net of allowances, for the amounts we are responsible to collect,
and our accounts payable are recorded at the amount payable to suppliers. Accordingly, both accounts receivable and accounts payable appear large in
relation to revenue reported on a net basis.

Revenue as a percentage of gross spend may fluctuate from period to period due to a number of factors, such as changes in the proportion of spend
represented by our larger clients with the lowest platform fees, our clients’ use of platform features and volume discounts. We expect that our revenue as a
percentage of gross spend will fluctuate in the future, especially as we introduce and as our clients select new platform features, expand our omnichannel
capabilities, extend our reach to more CTV inventory and add additional clients whose businesses may have different underlying business models.

Refer to “Critical Accounting Policies and Estimates—Revenue Recognition” below for a description of our revenue recognition policies.

Operating Expenses

We classify our operating expenses into the following four categories and allocate overhead such as information technology infrastructure, rent and

occupancy charges based on headcount for these categories:

Platform Operations. Platform operations expense consists of expenses related to hosting our platform, which includes “internet traffic” associated

with the viewing of available impressions or queries per second (“QPS”) and providing support to our clients. Platform operations expense includes hosting
costs, personnel costs, and amortization of acquired technology and capitalized software costs for the development of our platform. Personnel costs
included in platform operations include salaries, bonuses, stock-based compensation, and employee benefit costs, and are primarily attributable to
personnel who provide our clients with support using our platform and the personnel who support our platform. We capitalize certain costs associated with
the development of our platform and amortize these costs in platform operations over their estimated useful lives.

We expect platform operations expenses to increase in absolute dollars in future periods as we continue to experience increased volumes of QPS

through our platform and hire additional personnel to support our clients.

Sales and Marketing. Sales and marketing expense consists primarily of personnel costs, including salaries, bonuses, stock-based compensation,

employee benefits costs and commission costs, for our sales and marketing personnel. Sales and marketing expense also includes costs for market
development programs, advertising, promotional and other marketing activities. Commissions costs are expensed as incurred.

Our sales organization focuses on marketing our platform to increase its adoption by existing and new clients. We are also focused on expanding our
international business by growing our sales teams in countries in which we currently operate, as well as establishing a presence in additional countries. As a
result, we expect sales and marketing expenses to increase in absolute dollars in future periods. Sales and marketing expense as a percentage of revenue
may fluctuate from period to period based on revenue levels and the timing of our investments in our sales and marketing functions as these investments
may vary in scope and scale over periods and are impacted by the revenue seasonality in our industry and business.

42

Technology and Development. Our technology and development expense consists primarily of personnel costs, including salaries, bonuses, stock-
based compensation and employee benefits costs, third-party consultant costs associated with the ongoing development and maintenance of our platform
and integrations with our advertising and data inventory suppliers, and amortization of capitalized third-party software used in the development of our
platform. Technology and development costs are expensed as incurred, except to the extent that such costs are associated with software development that
qualifies for capitalization, which are then recorded as capitalized software development costs included in other assets, non-current on our consolidated
balance sheet. We amortize capitalized software development costs relating to our platform in platform operations expense.

We believe that continued investment in our platform is critical to attaining our strategic objectives and long-term growth. We therefore expect

technology and development expense to increase as we continue to invest in the development of our platform to support additional features and functions,
increase the number of advertising and data inventory suppliers and ramp up the volume of advertising spend on our platform. Our development efforts also
include additional platform functionality to support our international expansion. We also intend to invest in technology to further automate our business
processes.

General and Administrative. Our general and administrative expense consists primarily of personnel costs, including salaries, bonuses, stock-based
compensation, and employee benefits costs associated with our executive, finance, legal, human resources, compliance, and other administrative personnel,
as well as accounting and legal professional services fees, and credit loss expense.

We expect to continue to invest in corporate infrastructure to support growth. We expect general and administrative expenses to increase in absolute

dollars in future periods.

Other Expense (Income), Net

Interest Expense. Interest expense is mainly related to our debt, which carries a variable interest rate.

Interest Income. Interest income is mainly related to our cash, cash equivalents and short-term investments, which carry variable interest rates.

Foreign Currency Exchange Loss, Net. Foreign currency exchange loss, net consists primarily of gains and losses on foreign currency transactions.

We have foreign currency exposure related to our accounts receivable and, to a much lesser extent, accounts payable that are denominated in currencies
other than the U.S. Dollar, principally the Euro, British Pound, Australian Dollar, Canadian Dollar, Japanese Yen and Indonesian Rupiah.

Provision for (benefit from) Income Taxes

The provision for (benefit from) income taxes consists primarily of U.S. federal, state, and foreign income taxes. Our income tax provision (benefit)
may be significantly affected by changes to our estimates for tax in jurisdictions in which we operate, and other estimates utilized in determining the global
effective tax rate. Actual results may also differ from our estimates based on changes in economic conditions. Such changes could have a substantial impact
on the income tax provision. We evaluate the judgments surrounding our estimates and make adjustments, as appropriate, each reporting period. Our
income tax provision (benefit) may also be affected by the timing of vesting and/or exercise of our stock-based awards. The extent of the impact may be
subject to volatility resulting from changes in our stock price and volume of transactions by employees.

Our effective tax rate differs from the U.S. federal statutory tax rate of 21% primarily due to tax benefits associated with employee exercises of

stock options and vesting of restricted stock units, state taxes, research and development tax credits, the federal rate differential on NOL carrybacks, and
foreign tax rate differences.

Realization of our deferred tax assets is dependent primarily on the generation of future taxable income. In considering the need for a valuation

allowance, we consider our historical, as well as future, projected taxable income along with other objectively verifiable evidence. Objectively verifiable
evidence includes our realization of tax attributes, assessment of tax credits and utilization of net operating loss carryforwards during the year.

43

Results of Operations

The following tables set forth our consolidated results of operations and our consolidated results of operations as a percentage of revenue for the

periods presented.

Revenue
Operating expenses:

Platform operations
Sales and marketing
Technology and development
General and administrative

Total operating expenses
Income from operations
Total other expense (income), net
Income before income taxes
Provision for (benefit from) income taxes
Net income

Revenue
Operating expenses:

Platform operations
Sales and marketing
Technology and development
General and administrative

Total operating expenses
Income from operations
Total other expense (income), net
Income before income taxes
Provision for (benefit from) income taxes
Net income

For the Year Ended December 31,

2020

2019

(in thousands)

  $

836,033    $

661,058 

178,812   
174,742   
166,654   
171,617   
691,825   
144,208   
305   
143,903   
(98,414)  
242,317    $

156,180 
132,882 
116,752 
143,048 
548,862 
112,196 
(4,024)
116,220 
7,902 
108,318

For the Year Ended December 31,

2020
(as a percentage of revenue*)
100%   

2019

100%

  $

21 
21 
20 
21 
83 
17 
— 
17 
(12)
29%   

24 
20 
18 
22 
83 
17 
(1)
18 
1 
16%

*

Percentages may not sum due to rounding.

Comparison of the Years Ended December 31, 2020 and 2019

Revenue

Year Ended December 31,

2020

2019

2020 vs 2019
Change

$

%

(in thousands, except percentages)

Revenue

  $

836,033    $

661,058    $

174,975   

26%

The increase in revenue was primarily due to an increase in gross spend on our platform driven by our existing clients. Gross spend on our platform

by existing clients added prior to 2020 increased by 28% in the aggregate in 2020, and these existing clients represented approximately 94% of the total
gross spend in 2020. In 2020, 53% of existing clients added prior to 2020 increased their gross spend on our platform and their average increase in gross
spend was approximately $3.3 million.

Revenue as a percentage of gross spend in the aggregate may fluctuate from period to period based on our client mix and the extent to which clients

utilize our platform’s features.

44

 
 
 
 
 
 
 
   
 
 
 
 
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Platform Operations

Platform operations

Percent of revenue

Year Ended December 31,

2020

2019

2020 vs 2019
Change

$

%

  $

178,812 

  $

156,180 

  $

22,632   

14%

(in thousands, except percentages)

21%  

24%  

The increase in platform operations expense was primarily due to increases of $14.6 million in hosting costs and $5.7 million in facilities costs and
allocated overhead. The increase in hosting costs was primarily attributable to supporting the increased use of our platform by our clients. The increase in
facilities costs was primarily driven by new data center locations and leases for additional office space to support our growth.

We expect platform operations expenses to increase in absolute dollars in future periods, as we continue to experience increased volumes of QPS

through our platform and hire additional personnel to support our clients.

Sales and Marketing

Sales and marketing

Percent of revenue

Year Ended December 31,

2020

2019

2020 vs 2019
Change

$

%

  $

174,742 

  $

132,882 

  $

41,860   

32%

(in thousands, except percentages)

21%  

20%  

The increase in sales and marketing expense was primarily due to increases of $39.8 million in personnel costs, including $9.0 million of stock-

based compensation, and $5.6 million in allocated facilities costs. These increases were partially offset by lower marketing costs of $3.5 million. The
increase in personnel costs was primarily due to an increase in headcount in order to support our sales efforts and to continue to develop and maintain
relationships with our clients. The increase in allocated facilities costs was primarily driven by new leases for additional office space to support our growth.
The decrease in overall marketing expenses was largely driven by brand identity campaign expenses incurred in 2019 combined with curtailment of our
participation in industry events, tradeshows, and related public relations activities due to the COVID-19 pandemic in 2020.  These sales and marketing
expenses may increase in 2021 depending on the impact of the COVID-19 pandemic and the potential return of in-person events.

We expect sales and marketing expenses to increase in absolute dollars in future periods, as we focus on increasing the adoption of our platform

with existing and new clients and expanding our international business.

Technology and Development

Technology and development

Percent of revenue

Year Ended December 31,

2020

2019

2020 vs 2019
Change

$

%

  $

166,654 

  $

116,752 

  $

49,902   

43%

(in thousands, except percentages)

20%  

18%  

The increase in technology and development expense was primarily due to increases of $45.3 million in personnel costs, including $10.1 million of
stock-based compensation, and $7.6 million in allocated facilities costs. The increase in personnel costs was primarily attributable to increased headcount
to maintain and support further development of our platform. The increase in allocated facilities costs was primarily driven by new leases for additional
office space to support our growth.

We expect technology and development expense to increase in absolute dollars, as we continue to invest in the development of our platform to
support additional features and functions, increase the number of advertising and data inventory suppliers and ramp up the volume of advertising spend on
our platform. We also intend to invest in technology to further automate our business processes.

45

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
General and Administrative

General and administrative
Percent of revenue

Year Ended December 31,

2020

2019

2020 vs 2019
Change

$

%

  $

171,617 

  $

143,048 

  $

28,569   

20%

(in thousands, except percentages)

21%  

22%  

The increase in general and administrative expense was primarily due to increases of $12.2 million in professional services fees, $9.1 million in

personnel costs, and $6.8 million in allocated facilities costs. The increase in professional services fees was primarily related to the proxy solicitation for
our special meeting of stockholders in December 2020. The increase in personnel costs was primarily driven by increases in payroll related costs of $10.2
million and stock-based compensation costs of $8.6 million due to our hiring and growth, partially offset by a decrease of $9.6 million in reduced
employee-related corporate events and travel due to the COVID-19 pandemic. The increase in allocated facilities costs was primarily driven by new leases
for additional office space to support our growth.

We expect general and administrative expenses to increase in absolute dollars in future periods, as we continue to invest in corporate infrastructure

to support our growth.

Other Expense (Income), Net

Year Ended December 31,

2020

2019
(in thousands)

2020 vs 2019
Change
$

Total other expense (income), net

  $

305    $

(4,024)   $

4,329

The increase in total other expense (income), net was primarily due to an increase in interest expense of $1.2 million and a decrease in interest

income of $2.9 million. The increase in interest expense was attributable to a draw under the Credit Facility earlier in 2020 to provide increased liquidity
due to the COVID-19 pandemic. In October 2020, this debt was paid down in full. The decrease in interest income was attributable to lower interest rates
during 2020.

Provision for (benefit from) Income Taxes

Provision for (benefit from) income taxes

  $

Effective tax rate

Year Ended December 31,

2020

2019

(in thousands, except percentages)

(98,414)

  $

(68)%  

7,902 

7%

The difference between the effective tax rate in 2020 of (68)% and the U.S. federal statutory income tax rate of 21% was primarily due to the impact

of tax benefits associated with stock-based awards, research and development tax credits, and net operating loss carryback from the Coronavirus Aid,
Relief, and Economic Security Act (the “CARES Act”), partially offset by the impact of taxes in foreign jurisdictions. For 2020, the provision for income
taxes included $134.6 million of benefits associated with stock-based awards, $20.2 million of research and development tax credits, and $17.0 million of
benefits associated with net operating loss carryback from the CARES Act.

The difference between the effective tax rate in 2019 of 7% and the U.S. federal statutory income tax rate of 21% was primarily due to the impact of

tax benefits associated with stock-based awards partially offset by the impact of taxes in foreign jurisdictions. For 2019, the provision for income taxes
included $43.1 million of benefits associated with stock-based awards.

46

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Quarterly Results of Operations

The following tables set forth our quarterly unaudited consolidated statements of operations data in dollars and as a percentage of total revenue for
each of the eight quarters in the period ended December 31, 2020. We have prepared the quarterly unaudited consolidated statements of operations data on
a basis consistent with the audited consolidated financial statements included in “Item 8. Financial Statements and Supplementary Data” of this Annual
Report on Form 10-K. In the opinion of management, the financial information in these tables reflects all adjustments, consisting only of normal recurring
adjustments, which management considers necessary for a fair statement of this data. This information should be read in conjunction with the audited
consolidated financial statements and related notes included in “Item 8. Financial Statements and Supplementary Data” of this Annual Report on Form 10-
K. The results of historical periods are not necessarily indicative of the results for any future period.

Dec 31,
2020

Sept 30,
2020

Jun 30,
2020

  Mar 31,

Three Months Ended
Dec 31,
2019

2020

Sept 30,
2019

Jun 30,
2019

  Mar 31,

2019

Revenue
Operating expenses:

Platform operations
Sales and marketing
Technology and development
General and administrative
Total operating expenses
Income (loss) from operations
Total other expense (income), net
Income (loss) before income taxes
Provision for (benefit from)
   income taxes
Net income

Earnings per share:

Basic

Diluted

Revenue
Operating expenses:

Platform operations
Sales and marketing
Technology and development
General and administrative
Total operating expenses
Income (loss) from operations
Total other expense (income), net
Income (loss) before income taxes
Provision for (benefit from)
   income taxes
Net income

  $ 319,905    $ 216,113    $ 139,355    $ 160,660    $ 215,944    $ 164,203    $ 159,924    $ 120,987 

42,133     
37,071     
40,058     
35,865     

44,826     
44,637     
41,079     
42,789     

51,645     
58,740     
48,723     
54,365     

47,267     
42,931     
32,803     
40,293     
    213,473      173,331      155,127      149,894      163,294     
52,650     
    106,432     
(1,045)    
(529)    
53,695     
    106,961     

40,208     
34,294     
36,794     
38,598     

(15,772)    
194     
(15,966)    

10,766     
417     
10,349     

42,782     
223     
42,559     

39,932     
36,142     
29,185     
37,017     
142,276     
21,927     
(1,892)    
23,819     

35,330     
31,072     
29,452     
32,121     
127,975     
31,949     
(1,420)    
33,369     

33,651 
22,737 
25,312 
33,617 
115,317 
5,670 
333 
5,337 

(44,941)    
  $ 151,902    $

1,312     
41,247    $

(41,077)    
25,111    $

(13,708)    
24,057    $

2,750     
50,945    $

4,397     
19,422    $

5,569     
27,800    $

(4,814)
10,151 

  $

  $

3.24    $

3.05    $

0.89    $

0.84    $

0.54    $

0.52    $

0.53    $

0.50    $

1.13    $

1.06    $

0.43    $

0.40    $

0.63    $

0.58    $

0.23 

0.21 

  Dec 31,

2020

Sept 30,
2020

Jun 30,
2020

  Mar 31,

2020

Dec 31,
2019

Sept 30,
2019

Jun 30,
2019

  Mar 31,

2019

100%   

100%   

100%   

100%   

100%   

100%   

100%   

100%

(as a percentage of revenue*)

Three Months Ended

16 
18 
15 
17 
67 
33 
— 
33 

21 
21 
19 
20 
80 
20 
— 
20 

30 
27 
29 
26 
111 
(11)
— 
(11)

25 
21 
23 
24 
93 
7 
— 
6 

22 
20 
15 
19 
76 
24 
— 
25 

24 
22 
18 
23 
87 
13 
(1)
14 

22 
19 
18 
20 
80 
20 
(1)
21 

28 
19 
21 
28 
95 
5 
— 
4 

(14)
47%   

1 
19%   

(29)
18%   

(9)
15%   

1 
24%   

3 
11%   

3 
18%   

(4)
8%

*

Percentages may not sum due to rounding.

47

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
      
      
      
      
      
      
      
  
   
   
   
   
   
   
   
      
      
      
      
      
      
      
  
 
     
       
       
       
       
       
       
       
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
 
 
Liquidity and Capital Resources

As of December 31, 2020, we had cash and cash equivalents of $437.4 million, including cash of $61.1 million held by our international

subsidiaries, and short-term investments in marketable securities of $186.7 million, and working capital of $835.6 million.

We believe our existing cash and cash equivalents, cash flow from operations, and our undrawn available balance under our credit facility (refer to

the section captioned “Credit Facility” below) will be sufficient to meet our working capital requirements for at least the next 12 months. Our current credit
facility matures in May 2022. Further, in November 2020, we filed a shelf registration statement on Form S-3 with the SEC, or the Shelf Registration,
which permits us to issue equity securities and equity-linked securities from time to time, subject to certain limitations. The Shelf Registration is intended
to provide us with additional flexibility to access capital markets for general corporate purposes, subject to market conditions and our capital needs. Our
future capital requirements and the adequacy of available funds will depend on many factors, including those set forth under “Risk Factors” within this
Annual Report on Form 10-K.

In the future, we may attempt to raise additional capital through the sale of equity securities or through equity-linked or debt financing

arrangements. If we raise additional funds by issuing equity or equity-linked securities, the ownership of our existing stockholders will be diluted. If we
raise additional financing by the incurrence of additional indebtedness, we may be subject to increased fixed payment obligations and could also be subject
to additional restrictive covenants, such as limitations on our ability to incur additional debt, and other operating restrictions that could adversely impact
our ability to conduct our business. Any future indebtedness we incur may result in terms that could be unfavorable to equity investors.

There can be no assurances that we will be able to raise additional capital. The inability to raise capital would adversely affect our ability to achieve
our business objectives. In addition, if our operating performance during the next 12 months is below our expectations, our liquidity and ability to operate
our business could be adversely affected. In light of the recent worldwide COVID-19 pandemic we are closely monitoring the effect that current economic
conditions may have on our working capital requirements.

Credit Facility

On October 26, 2018, we and a syndicate of banks, led by Citibank, N.A., as agent, entered into the Second Amended and Restated Loan and
Security Agreement (the “Second A&R Credit Agreement”, which we also refer to as “our credit facility”). Available funding commitments to us under our
credit facility, subject to certain conditions, total up to $150.0 million, with a $20.0 million sublimit for swingline borrowings and a $15.0 million sublimit
for the issuance of letters of credit. Under certain circumstances, we have the right to increase our credit facility by an amount not to exceed $100.0 million.
In March 2020, we drew down $143.0 million under our credit facility as a precautionary measure to provide increased liquidity and preserve financial
flexibility in light of the worldwide decline in business activity resulting from the COVID-19 pandemic. By October 2020, we repaid the entire balance on
our credit facility from available working capital. As of December 31, 2020, availability under the Second A&R Credit Facility was $142.8 million.

For additional information regarding the Second A&R Credit Agreement, refer to Note 7—Debt.

Cash Flows

The following table summarizes our cash flows for the periods presented:

Cash flows provided by operating activities
Cash flows used in investing activities
Cash flows provided by financing activities

Operating Activities

Year Ended December 31,

2020

2019

(in thousands)

405,069    $
(143,271)   $
44,679    $

60,205 
(163,841)
27,280

  $
  $
  $

Our cash flows from operating activities are primarily influenced by growth in our operations, increases or decreases in collections from our clients

and related payments to our suppliers for advertising inventory and data. We typically pay suppliers in advance of collections from our clients. Our
collection and payment cycles can vary from period to period. In addition, we expect seasonality to impact cash flows from operating activities on a
sequential quarterly basis during the year.

48

 
 
 
 
 
 
 
 
 
 
 
 
 
 
In 2020, cash provided by operating activities of $405.1 million resulted primarily from net income adjusted for non-cash items of $390.1 million

and a net increase in our operating assets and liabilities of $15.0 million. The net increase in working capital was primarily related to an increase in
accounts payable of $481.3 million, partially offset by an increase in accounts receivable of $418.1 million and $66.7 million increase in prepaid expenses
and other assets. The increase in account payable was primarily due to an increase in payables to suppliers for the cost of advertising inventory, data, and
add-on features as a result of increased spend through our platform. The increase in accounts receivable resulted from the increase in spend through our
platform, seasonality and the timing of cash receipts from clients. The increase in prepaid expenses and other assets was attributable to an increase in the
income tax receivable primarily related to the tax benefits associated with employee exercises of stock options, vesting of restricted stock units and refunds
due from the taxing authorities relating to net operating loss carrybacks.

In 2019, cash provided by operating activities of $60.2 million resulted primarily from net income adjusted for non-cash items of $222.9 million,
partially offset by a net decrease in our operating assets and liabilities of $162.7 million. The net decrease in working capital was primarily related to an
increase in accounts receivable of $331.4 million, partially offset by an increase in accounts payable of $191.8 million. The increase in accounts receivable
was primarily due to the increase in spend through our platform and the timing of cash receipts from clients and the increase in accounts payable was
primarily due to the timing of payments to suppliers.

Investing Activities

Our primary investing activities consist of investing in short-term investments in marketable securities, purchases of property and equipment in
support of our expanding headcount as a result of our growth, and capital expenditures to develop our software in support of enhancing our technology
platform. As our business grows, we expect our capital expenditures and our investment activity to continue to increase.

In 2020, we used $143.3 million of cash in investing activities, consisting of $230.8 million to purchase short-term investments, $74.1 million to

purchase property and equipment and $6.1 million of investments in capitalized software, partially offset by maturities of short-term investments of $167.6
million. Purchases of property and equipment, leasehold improvements and investments in capitalized software support our growth and further
development of our platform.

In 2019, we used $163.8 million of cash in investing activities, consisting of $212.8 million to purchase short-term investments, $35.7 million to

purchase property and equipment and $4.9 million of investments in capitalized software, partially offset by maturities of short-term investments of $89.5
million. Purchases of property and equipment, leasehold improvements and investments in capitalized software support our growth and further
development of our platform.

Financing Activities

Our financing activities consisted primarily of borrowings and repayments of our debt, proceeds from our equity compensation plans and taxes paid

related to net settlement of restricted stock awards.

In 2020, cash provided by financing activities of $44.7 million was primarily due to $76.1 million proceeds from stock option exercises and $21.7

million proceeds from the employee stock purchase plan, partially offset by $53.1 million of taxes paid for restricted stock award settlements.

In 2019, cash provided by financing activities of $27.3 million was primarily due to the $29.9 million proceeds from stock option exercises and

$16.7 million proceeds from the employee stock purchase plan, partially offset by $19.3 million of taxes paid for restricted stock award settlements.

Off-Balance Sheet Arrangements

We do not have any relationships with other entities or financial partnerships, such as entities often referred to as structured finance or special
purpose entities that have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
We did not have any other off-balance sheet arrangements as of December 31, 2020 other than the indemnification agreements described in Note 13—
Commitments and Contingencies.

Contractual Obligations and Known Future Cash Requirements

Our principal commitments consist of non-cancelable operating leases for our various office facilities, and other contractual commitments consisting

of obligations to our hosting services providers, marketing contracts and providers of software as a service. In certain cases, the terms of the lease
agreements provide for rental payments on a graduated basis.

49

The following table summarizes our non-cancellable contractual obligations, at December 31, 2020:

Operating lease obligations
Other contractual commitments
Total

Less than
1 Year

1-3
Years

Payments Due by Period
3-5
Years
(in thousands)

More than
5 Years

Total

  $

  $

43,561    $
52,404   
95,965    $

97,562    $
65,437   
162,999    $

73,141    $
16,784   
89,925    $

134,440    $

—   

134,440    $

348,704 
134,625 
483,329 

As of December 31, 2020, our total amount of gross unrecognized tax benefits was $66.9 million before netting with deferred tax assets for tax

credit carryforwards and is considered a long-term obligation. Due to their nature, there is a high degree of uncertainty regarding the time of future cash
outflows and other events that extinguish these liabilities.

In the ordinary course of business, we enter into agreements in which we may agree to indemnify clients, suppliers, vendors, lessors, business
partners, lenders, stockholders and other parties with respect to certain matters, including losses resulting from claims of intellectual property infringement,
damages to property or persons, business losses, or other liabilities. Generally, these indemnity and defense obligations relate to our own business
operations, obligations, and acts or omissions. However, under some circumstances, we agree to indemnify and defend contract counterparties against
losses resulting from their own business operations, obligations, and acts or omissions, or the business operations, obligations, and acts or omissions of
third parties. These indemnity provisions generally survive termination or expiration of the agreements in which they appear. In addition, we have entered
into indemnification agreements with our directors, executive officers and other officers that will require us to indemnify them against liabilities that may
arise by reason of their status or service as directors, officers or employees. No demands have been made upon us to provide indemnification under such
agreements and there are no claims that we are aware of that could have a material effect on our consolidated financial statements.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States of America

(“GAAP”). The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of
assets, liabilities, revenue, expenses and related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on
historical experience and various other assumptions that we believe to be reasonable under the circumstances. Our actual results could differ from these
estimates.

We believe that the assumptions and estimates associated with the evaluation of revenue recognition criteria, including the determination of revenue
recognition as net versus gross in our revenue arrangements, stock-based compensation expense and income taxes have the greatest potential impact on our
consolidated financial statements. Therefore, we consider these to be our critical accounting policies and estimates. Except for the changes described in
Note 2—Basis of Presentation and Summary of Significant Accounting Policies, there were no other changes to our critical accounting policies and
estimates.

Revenue Recognition

We generate revenue from clients who enter into agreements with us to use our platform to purchase advertising inventory, data and other add-on

features. We charge our clients a platform fee, which is a percentage of a client’s purchases through the platform. In addition, we invoice our clients for the
cost of advertising inventory purchased, plus data and any add-on features purchased through the platform.

We determine revenue recognition through the following steps:

•

•

•

•

•

Identification of a contract with a customer;

Identification of the performance obligations in the contract;

Determination of the transaction price;

Allocation of the transaction price to the performance obligations in the contract; and

Recognition of revenue when or as the performance obligations are satisfied.

50

 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
   
   
   
   
 
 
 
 
 
 
We maintain agreements with each client and supplier in the form of MSAs, which set out the terms of the relationship and access to our platform.

Our performance obligation is to provide the use of our platform to clients to develop ad campaigns and select the advertising inventory, data and other
add-on features. We charge clients a platform fee, based on a percentage of a client’s purchases through the platform, and the transaction price is
determined based on the consideration to which we expect to be entitled in exchange for the completion of a transaction, that is, when a bid is won. The
platform fee percentage is based on the level of purchases by the client through the platform during the month. We recognize revenue for our platform fee
at a point in time when a purchase by the client occurs through our platform, which is when a bid is won. Subsequent to a bid being won through our
platform, the associated fees are generally not subject to adjustment or refund. Historically, any refunds and adjustments have not been material.

We report revenue net of amounts we pay suppliers for the cost of advertising inventory, third-party data and other add-on features (collectively,

“Supplier Features”). The determination of whether we are the principal or agent, and hence whether to report revenue on a gross basis for the amount of
the Supplier Features the clients purchase using the platform plus our platform fees or on a net basis for the amount of platform fees charged to the client,
requires judgment. We determined that we are not primarily responsible for the purchase of Supplier Features, but rather, we are primarily responsible to
provide a platform that enables clients to bid on advertising inventory, and use data and other add-on features in designing and executing their campaigns.
We do not control the Supplier Features prior to the purchase by the client, and we do not have pricing latitude with respect to the cost of such features. The
platform fee we charge clients is a percentage of their purchases through our platform, similar to a commission, and the platform fee is not contingent on
the results of an advertising campaign. Based on these and other factors, we determined that we are not the principal in the purchase and sale of Supplier
Features in all of our arrangements, and therefore, we report revenue on a net basis for the platform fees charged to clients.

Stock-Based Compensation

Compensation expense related to stock options, restricted stock awards and units, which we refer to, collectively, as restricted stock, and awards

granted under our employee stock purchase plan, or ESPP, is measured and recognized in our consolidated financial statements based on the fair value of
the awards granted. The fair value of each option award is estimated on the grant date using the Black-Scholes option-pricing model. The fair value of
restricted stock is calculated using the closing market price of our common stock on the date of grant. Stock-based compensation expense related to stock
options and restricted stock is recognized on a straight-line basis over the requisite service periods of the awards, which is generally four years. Stock-based
compensation expense for ESPP awards is recognized on a graded-vesting attribution basis over the requisite service period of each award.

For additional information regarding stock-based compensation and the assumptions used for determining the fair value of stock options and ESPP

awards, refer to Note 2—Basis of Presentation and Summary of Significant Accounting Policies and Note 10—Stock-Based Compensation.

Income Taxes

Our income tax provision may be significantly affected by changes to our estimates for tax in jurisdictions in which we operate and other estimates

utilized in determining the global effective tax rate. Actual results may also differ from our estimate based on changes in economic conditions. Such
changes could have a substantial impact on the income tax provision. We evaluate the judgments surrounding our estimates and make adjustments, as
appropriate, each reporting period.

Deferred income tax assets and liabilities are determined based upon the net effects of the differences between the consolidated financial statements

carrying amounts and the tax basis of assets and liabilities and are measured using the enacted tax rate expected to apply to taxable income in the years in
which the differences are expected to be reversed. A valuation allowance is used to reduce some or all of the deferred tax assets if, based upon the weight
of available evidence, it is more likely than not that those deferred tax assets will not be realized.

We recognize the tax benefit from an uncertain tax position only if it is more likely than not that the tax position will be sustained on examination by
the taxing authorities, based on the technical merits of the position. The tax benefits recognized in the consolidated financial statements from such positions
are then measured based on the largest benefit that has a greater than 50% likelihood of being realized. We recognize interest and penalties accrued related
to our uncertain tax positions in our income tax provision in the accompanying consolidated statement of operations.

Recently Issued Accounting Pronouncements

For information regarding recent accounting pronouncements, refer to Note 2—Basis of Presentation and Summary of Significant Accounting

Policies.

51

Item 7A. Quantitative and Qualitative Disclosure about Market Risk

We have operations within the U.S. and internationally, and we are exposed to market risks in the ordinary course of our business. These risks

include primarily interest rate and foreign currency exchange risk.

Interest Rate Risk

We are exposed to market risk from changes in interest rates on our credit facility, which accrues interest at a variable rate. No amount was owed on

our revolving credit facility as of December 31, 2020. We have not used any derivative financial instruments to manage our interest rate risk exposure.
Based upon the short-term investment amount as of December 31, 2020, a hypothetical one percentage point increase or decrease in the interest rate would
result in a corresponding increase or decrease in investment income of approximately $1.9 million annually.

Foreign Currency Exchange Risk

We have foreign currency risks related to our revenue and expenses denominated in currencies other than the U.S. Dollar, principally the Euro,
British Pound, Australian Dollar, Canadian Dollar, Japanese Yen and Indonesian Rupiah. The volatility of exchange rates depends on many factors that we
cannot forecast with reliable accuracy. We have experienced and will continue to experience fluctuations in our net income as a result of transaction gains
and losses related to translating cash balances, trade accounts receivable and payable balances that are denominated in currencies other than the U.S. Dollar.
The effect of an immediate 10% adverse change in foreign exchange rates on foreign-denominated accounts as of December 31, 2020, would result in a
foreign currency loss of approximately $24.8 million. In the event our non-U.S. Dollar denominated sales and expenses increase, our operating results may
be more greatly affected by fluctuations in the exchange rates of the currencies in which we do business.

We enter into forward contracts or other derivative transactions in an attempt to hedge our foreign currency risk. There can be no assurance that such

transactions will be effective in hedging some or all of our foreign currency exposures and under some circumstances could generate losses for us.

52

 
Item 8. Financial Statements and Supplementary Data

THE TRADE DESK, INC.
INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

Report of Independent Registered Public Accounting Firm
Consolidated Balance Sheets
Consolidated Statements of Operations
Consolidated Statements of Stockholders’ Equity
Consolidated Statements of Cash Flows
Notes to Consolidated Financial Statements

Page

54
56
57
58
59
60

The supplementary financial information required by this Item 8 is included in Item 7 under the caption “Quarterly Results of Operations,” which is
incorporated herein by reference.

53

 
 
  
    
    
    
   
    
    
 
 
REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the Board of Directors and Stockholders of The Trade Desk, Inc.

Opinions on the Financial Statements and Internal Control over Financial Reporting

We have audited the accompanying consolidated balance sheets of The Trade Desk, Inc. and its subsidiaries (the “Company”) as of December 31, 2020 and
2019, and the related consolidated statements of operations, of stockholders’ equity and of cash flows for each of the three years in the period ended
December 31, 2020, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Company's
internal control over financial reporting as of December 31, 2020, based on criteria established in Internal Control - Integrated Framework (2013) issued
by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Company as of
December 31, 2020 and 2019, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 2020 in
conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Company maintained, in all material
respects, effective internal control over financial reporting as of December 31, 2020, based on criteria established in Internal Control - Integrated
Framework (2013) issued by the COSO.

Change in Accounting Principle

As discussed in Note 2 to the consolidated financial statements, the Company changed the manner in which it accounts for leases in 2019.

Basis for Opinions

The Company's management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting,
and for its assessment of the effectiveness of internal control over financial reporting, included in Management’s Report on Internal Control over Financial
Reporting appearing under Item 9A. Our responsibility is to express opinions on the Company’s consolidated financial statements and on the Company's
internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight
Board (United States) (PCAOB) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the
applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable
assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective
internal control over financial reporting was maintained in all material respects.

Our audits of the consolidated financial statements included performing procedures to assess the risks of material misstatement of the consolidated financial
statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis,
evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used
and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal
control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness
exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing
such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

Definition and Limitations of Internal Control over Financial Reporting

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting
and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control
over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly
reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit
preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are
being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding
prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial
statements.

54

 
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of
effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of
compliance with the policies or procedures may deteriorate.

Critical Audit Matters

The critical audit matter communicated below is a matter arising from the current period audit of the consolidated financial statements that was
communicated or required to be communicated to the audit committee and that (i) relates to accounts or disclosures that are material to the consolidated
financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not
alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below,
providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Revenue Recognition – Platform Fees

As described in Note 2 to the consolidated financial statements, the Company maintains agreements with each client and supplier in the form of master
service agreements, which set out the terms of the relationship and access to the Company’s platform. The Company’s performance obligation is to provide
the use of its platform to clients to develop ad campaigns and select the advertising inventory, data and other add-on features. The Company charges clients
a platform fee, based on a percentage of a client’s purchases through the platform. The Company recognizes revenue for its platform fee at a point in time
when the purchase by a client occurs through its platform. Management reports revenue on a net basis for the platform fees charged to clients. For the year
ended December 31, 2020, the Company’s revenue was $836 million.  

The principal considerations for our determination that performing procedures relating to revenue recognition – platform fees is a critical audit matter are
the significant audit effort required in performing audit procedures and in evaluating audit evidence relating to client purchases through the Company’s
platform to recognize revenue.  

Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated
financial statements. These procedures included testing the effectiveness of controls relating to the completeness and accuracy of the revenue recognized
for platform fees charged to clients, including both manual and automated controls operating over the information generated from the Company’s platform
and controls over the accuracy in calculating revenue invoices based on client purchases. These procedures also included, among others, evaluating the
completeness, accuracy, and relevance of underlying information generated from the Company’s platform by inspecting a sample of master service
agreements and contracts for selected clients and evaluating the appropriateness of the revenue recognized by recalculating platform fees due and validating
related cash receipts.

/s/ PricewaterhouseCoopers LLP
Los Angeles, California
February 18, 2021

We have served as the Company’s auditor since 2015.

55

THE TRADE DESK, INC.
CONSOLIDATED BALANCE SHEETS
(In thousands, except par values)

ASSETS
Current assets:

Cash and cash equivalents
Short-term investments, net
Accounts receivable, net of allowance for credit losses
   of $7,253 and $3,920 as of December 31, 2020 and 2019, respectively
Prepaid expenses and other current assets

TOTAL CURRENT ASSETS

Property and equipment, net
Operating lease assets
Deferred income taxes
Other assets, non-current
TOTAL ASSETS

LIABILITIES AND STOCKHOLDERS’ EQUITY
LIABILITIES
Current liabilities:

Accounts payable
Accrued expenses and other current liabilities
Operating lease liabilities

TOTAL CURRENT LIABILITIES

Operating lease liabilities, non-current
Other liabilities, non-current
TOTAL LIABILITIES
Commitments and contingencies (Note 13)
STOCKHOLDERS’ EQUITY
Preferred stock, par value $0.000001; 100,000 shares authorized, zero shares issued and
   outstanding as of December 31, 2020 and 2019
Common stock, par value $0.000001
   Class A, 1,000,000 shares authorized; 42,338 and 40,305 shares issued and outstanding
      as of December 31, 2020 and 2019, respectively
   Class B, 95,000 shares authorized; 5,002 and 5,171 shares issued and outstanding
      as of December 31, 2020 and 2019, respectively
Additional paid-in capital
Retained earnings
TOTAL STOCKHOLDERS’ EQUITY
TOTAL LIABILITIES AND STOCKHOLDERS’ EQUITY

As of December 31,

2020

2019

  $

437,353    $
186,685   

  $

  $

1,584,109   
102,170   
2,310,317   
115,863   
248,143   
50,168   
29,154   
2,753,645    $

1,348,480    $
88,335   
37,868   
1,474,683   
254,562   
11,255   
1,740,500   

130,876 
124,112 

1,166,376 
27,857 
1,449,221 
64,012 
173,449 
18,950 
23,129 
1,728,761 

868,618 
47,178 
14,577 
930,373 
174,873 
10,998 
1,116,244 

—   

— 

—   
538,778   
474,367   
1,013,145   
2,753,645    $

— 
380,079 
232,438 
612,517 
1,728,761 

  $

The accompanying Notes to Consolidated Financial Statements are an integral part of these statements.

56

 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
 
    
 
  
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
 
 
THE TRADE DESK, INC.
CONSOLIDATED STATEMENTS OF OPERATIONS
(In thousands, except per share amounts)

Revenue
Operating expenses:

Platform operations
Sales and marketing
Technology and development
General and administrative

Total operating expenses
Income from operations
Other expense (income):
Interest income, net
Foreign currency exchange loss, net

Total other expense (income), net
Income before income taxes
Provision for (benefit from) income taxes
Net income

Earnings per share:

Basic

Diluted

Weighted average shares outstanding:

Basic

Diluted

2020

Year Ended December 31,
2019

2018

  $

836,033    $

661,058    $

477,294 

178,812   
174,742   
166,654   
171,617   
691,825   
144,208   

(656)  
961   
305   
143,903   
(98,414)  
242,317    $

156,180   
132,882   
116,752   
143,048   
548,862   
112,196   

(4,719)  
695   
(4,024)  
116,220   
7,902   
108,318    $

5.24    $

4.95    $

2.43    $

2.27    $

46,287   

48,988   

44,533   

47,806   

114,098 
87,071 
83,892 
84,910 
369,971 
107,323 

(333)
1,919 
1,586 
105,737 
17,597 
88,140 

2.08 

1.92 

42,442 

45,793 

  $

  $

  $

The accompanying Notes to Consolidated Financial Statements are an integral part of these statements.

57

 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
 
 
THE TRADE DESK, INC.
CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY
(In thousands)

Balance as of December 31, 2017
Exercise of common stock options
Stock-based compensation
Issuance of common stock under employee
   stock purchase plan
Restricted stock, net of forfeitures and shares
    withheld for taxes
Net income
Balance as of December 31, 2018
Exercise of common stock options
Stock-based compensation
Issuance of common stock under employee
   stock purchase plan
Restricted stock, net of forfeitures and shares
    withheld for taxes
Net income
Balance as of December 31, 2019
Impact upon adoption of new accounting
    standard (Note 2)
Exercise of common stock options
Stock-based compensation
Issuance of common stock under employee
   stock purchase plan
Restricted stock, net of forfeitures and shares
    withheld for taxes
Net income
Balance as of December 31, 2020

Class A and B
Common Stock (1)

Shares

Amount

Additional
Paid-In
Capital

Retained
Earnings

Total
  Stockholders’  
Equity

41,641    $
1,446     
—     

—    $
—     
—     

209,603    $
10,021     
43,695     

35,980    $
—     
—     

245,583 
10,021 
43,695 

699     

—     

13,805     

—     

13,805 

78     
—     
43,864     
1,264     
—     

—     
—     
—     
—     
—     

(6,677)    
—     
270,447     
29,874     
82,346     

—     
88,140     
124,120     
—     
—     

(6,677)
88,140 
394,567 
29,874 
82,346 

287     

—     

16,746     

—     

16,746 

61     
—     
45,476     

—     
1,545     
—     

—     
—     
—     

—     
—     
—     

(19,334)    
—     
380,079     

—     
76,146     
114,020     

—     
108,318     
232,438     

(388)    
—     
—     

(19,334)
108,318 
612,517 

(388)
76,146 
114,020 

268     

—     

21,671     

—     

21,671 

51     
—     
47,340    $

—     
—     
—    $

(53,138)    
—     
538,778    $

—     
242,317     
474,367    $

(53,138)
242,317 
1,013,145 

(1) Refer to Note 9—Capitalization for discussion of the Company’s two classes of common stock.

The accompanying Notes to Consolidated Financial Statements are an integral part of these statements.

58

 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
 
     
       
       
       
       
 
 
 
 
 
 
THE TRADE DESK, INC.
CONSOLIDATED STATEMENTS OF CASH FLOWS
(In thousands)

2020

Year Ended December 31,
2019

2018

OPERATING ACTIVITIES:

Net income
Adjustments to reconcile net income to net cash provided by operating activities:

  $

242,317    $

108,318    $

Depreciation and amortization
Stock-based compensation
Deferred income taxes
Allowance for credit losses on accounts receivable
Noncash lease expense
Other

Changes in operating assets and liabilities:

Accounts receivable
Prepaid expenses and other assets
Accounts payable
Accrued expenses and other liabilities
Operating lease liabilities

Net cash provided by operating activities

INVESTING ACTIVITIES:
Purchases of investments
Maturities of investments
Purchases of property and equipment
Capitalized software development costs

Net cash used in investing activities

FINANCING ACTIVITIES:

Proceeds from line of credit
Repayment on line of credit
Payment of debt financing costs
Proceeds from exercise of stock options
Proceeds from employee stock purchase plan
Taxes paid related to net settlement of restricted stock awards
Net cash provided by (used in) financing activities

Increase (decrease) in cash and cash equivalents
Cash and cash equivalents—Beginning of year
Cash and cash equivalents—End of year
SUPPLEMENTAL CASH FLOW INFORMATION:
Cash paid for income taxes
Cash paid for interest
Capitalized assets financed by accounts payable
Tenant improvements paid by lessor
Stock-based compensation included in capitalized software development costs
Asset retirement obligation
Cash paid for amounts included in the measurement of lease liabilities included in
  operating cash flows
Operating lease assets obtained in exchange for operating lease liabilities

28,632   
111,775   
(31,218)  
3,149   
33,269   
2,190   

(418,054)  
(66,655)  
481,313   
35,446   
(17,095)  
405,069   

(230,759)  
167,602   
(74,061)  
(6,053)  
(143,271)  

143,000   
(143,000)  
—   
76,146   
21,671   
(53,138)  
44,679   
306,477   
130,876   
437,353    $

4,983    $
1,554    $
6,766    $
—    $
2,245    $
2,049    $

21,662   
80,758   
(10,490)  
2,702   
21,894   
(1,939)  

(331,369)  
(19,597)  
191,763   
6,845   
(10,342)  
60,205   

(212,776)  
89,539   
(35,693)  
(4,911)  
(163,841)  

—   
—   
(6)  
29,874   
16,746   
(19,334)  
27,280   
(76,356)  
207,232   
130,876    $

19,727    $
412    $
9,252    $
—    $
1,588    $
3,543    $

27,448    $
106,833    $

16,923    $
150,467    $

  $

  $
  $
  $
  $
  $
  $

  $
  $

88,140 

11,822 
42,210 
(5,101)
2,115 
— 
2,905 

(239,901)
(10,551)
177,675 
17,289 
— 
86,603 

— 
— 
(19,795)
(5,396)
(25,191)

— 
(27,000)
(279)
10,021 
13,805 
(6,677)
(10,130)
51,282 
155,950 
207,232 

17,287 
817 
1,944 
1,811 
1,485 
907 

— 
— 

The accompanying Notes to Consolidated Financial Statements are an integral part of these statements.

59

 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
    
 
    
 
   
 
THE TRADE DESK, INC.

NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Note 1—Nature of Operations

The Trade Desk, Inc. (the “Company”) was formed in November 2009 as a Delaware corporation. The Company is headquartered in Ventura,
California and has offices in various cities in North America, Europe, Asia and Australia. The Company is a technology company that empowers buyers of
advertising by providing a self-service cloud-based platform on which ad buyers can create, manage, and optimize more expressive data-driven digital
advertising campaigns across ad formats, including display, video, audio, native and, social, on a multitude of devices, such as computers, mobile devices,
and connected TV.

Note 2—Basis of Presentation and Summary of Significant Accounting Policies

Basis of Presentation and Principles of Consolidation

The accompanying consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States
of America (“GAAP”) and include the operations of the Company and its wholly owned subsidiaries. All intercompany transactions have been eliminated
in consolidation.

Use of Estimates

The preparation of consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect
the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated financial statements and the
reported amounts of revenue and expenses during the reporting period. Actual results could differ materially from these estimates.

On an on-going basis, management evaluates its estimates, primarily those related to: (1) revenue recognition criteria, including the determination of

revenue reporting as net versus gross in the Company’s revenue arrangements, (2) allowances for credit losses accounts, (3) operating lease assets and
liabilities, including our incremental borrowing rate and terms and provisions of each lease (4) the useful lives of property and equipment and capitalized
software development costs, (5) income taxes, (6) assumptions used in the Black-Scholes option pricing model to determine the fair value of stock-based
compensation and (7) the recognition and disclosure of contingent liabilities. These estimates are based on historical data and experience, as well as various
other factors that management believes to be reasonable under the circumstances, the results of which form the basis for making judgments about the
carrying value of assets and liabilities that are not readily apparent from other sources.

As of December 31, 2020, the impact of the Coronavirus pandemic (“COVID-19”) on our business continues to evolve. As a result, many of our

estimates and assumptions, including the allowance for credit losses, consider macro-economic factors in the market, which require increased judgment and
carry a higher degree of variability and volatility. As events continue to evolve and additional information becomes available, our estimates may change
materially in future periods.

Revenue Recognition

The Company generates revenue from clients who enter into agreements with the Company to use its platform to purchase advertising inventory,

data and other add-on features. The Company charges its clients a platform fee, which is a percentage of a client’s purchases through the platform. In
addition, the Company invoices its clients for the cost of advertising inventory purchased, plus data and any add-on features purchased through the
platform.

The Company determines revenue recognition through the following steps:

•

•

•

•

•

Identification of a contract with a customer;

Identification of the performance obligations in the contract;

Determination of the transaction price;

Allocation of the transaction price to the performance obligations in the contract; and

Recognition of revenue when or as the performance obligations are satisfied.

The Company maintains agreements with each client and supplier in the form of master service agreements, which set out the terms of the
relationship and access to the Company’s platform. The Company’s performance obligation is to provide the use of its platform to clients to develop ad
campaigns and select the advertising inventory, data and other add-on features. The Company charges clients a platform fee, based on a percentage of a
client’s purchases through the platform, and the transaction price is determined based on the consideration to which it expects to be entitled in exchange for
the completion of a transaction, that is, when a bid is won. The platform fee percentage is based on the level of purchases by the client through the platform
during the month. The Company recognizes revenue for its platform fee at a point in time when a purchase by the client occurs through its platform, which
is when a bid is won. Subsequent to a bid being won through the Company’s platform, the associated fees are generally not subject to refund or adjustment.
Historically, any refunds and adjustments have not been material.

60

 
 
 
 
 
The Company reports revenue net of amounts it pays suppliers for the cost of advertising inventory, third-party data and other add-on features

(collectively, “Supplier Features”). The determination of whether the Company is the principal or agent, and hence whether to report revenue on a gross
basis for the amount of the Supplier Features the clients purchase using the platform plus the Company’s platform fees or on a net basis for the amount of
platform fees charged to the client, requires judgment. The Company determined that it is not primarily responsible for the purchase of Supplier Features,
but rather, it is primarily responsible to provide a platform that enables clients to bid on advertising inventory, and use data and other add-on features in
designing and executing their campaigns. The Company does not control the Supplier Features prior to the purchase by the client, and it does not have
pricing latitude with respect to the cost of such features. The platform fee the Company charges clients is a percentage of their purchases through its
platform, similar to a commission, and the platform fee is not contingent on the results of an advertising campaign. Based on these and other factors, the
Company determined that it is not the principal in the purchase and sale of Supplier Features in all of its arrangements, and therefore, it reports revenue on
a net basis for the platform fees charged to clients.

The Company generally bills clients for the gross amount of Supplier Features they purchase through its platform and the platform fees, net of

allowances (“Gross Billings”). Some of the Company’s clients have payment relationships directly with advertising inventory suppliers in which case the
Company only bills these clients for third-party data, other add-on features and its platform fees. The Company invoices its clients on a monthly basis for
the purchases occurring during the month. Invoice payment terms, negotiated on a client-by-client basis, are typically between 30 to 90 days. However, for
certain agency clients with sequential liability terms, payments are not due to the Company until such agency client has received payment from its clients
who are advertisers. The Company’s accounts receivable are recorded at the amount of Gross Billings for the amounts it is responsible to collect, and
accounts payable are recorded at the net amount payable to suppliers. Accordingly, both accounts receivable and accounts payable appear large in relation
to revenue reported on a net basis.

Refer to Note 12—Segment and Geographic Information for geographic information related to Gross Billings.

Operating Expenses

The Company classifies its operating expenses into four categories and allocates overhead such as information technology infrastructure, rent and

occupancy charges based on headcount for all these categories:

Platform Operations. Platform operations expense consists of expenses related to hosting the Company’s platform, which includes “internet traffic”
associated with the viewing of available impressions or queries per second (“QPS”) and providing support to clients. Platform operations expense includes
hosting costs, personnel costs, and amortization of acquired technology and capitalized software costs for the development of the Company’s platform,
including allocated overhead. Personnel costs included in platform operations include salaries, bonuses, stock-based compensation, and employee benefit
costs, and are primarily attributable to personnel who provide the Company’s clients with support using the Company’s platform and the personnel who
support the Company’s platform. The Company capitalizes certain costs associated with the development of the Company’s platform and amortizes these
costs over their estimated useful lives in platform operations expense.

Sales and Marketing. Sales and marketing expense consists primarily of personnel costs, including salaries, bonuses, stock-based compensation,

employee benefits costs and commission costs, for the Company’s sales and marketing personnel. Sales and marketing expense also includes costs for
market development programs, advertising, promotional and other marketing activities, and allocated overhead. Commissions costs are expensed as
incurred.

Technology and Development. The Company’s technology and development expense consists primarily of personnel costs, including salaries,
bonuses, stock-based compensation and employee benefits costs, third-party consultant costs associated with the ongoing development and maintenance of
the Company’s platform and integrations with our advertising and data inventory suppliers, amortization of capitalized third-party software used in the
development of the Company’s platform and allocated overhead. Technology and development costs are expensed as incurred, except to the extent that
such costs are associated with software development that qualifies for capitalization, which are then recorded as capitalized software development costs
included in other assets, non-current on the Company’s consolidated balance sheet. The Company amortizes capitalized software development costs
relating to the Company’s platform to platform operations expense.

General and Administrative. The Company’s general and administrative expense consists primarily of personnel costs, including salaries, bonuses,
stock-based compensation, and employee benefits costs associated with the Company’s executive, finance, legal, human resources, compliance, and other
administrative personnel, as well as accounting and legal professional services fees, credit loss expense and allocated overhead.

61

Stock-Based Compensation

Compensation expense related to stock options, restricted stock awards and units, which are referred to collectively as restricted stock, and awards
granted under the Company’s employee stock purchase plan (“ESPP”), is measured and recognized in the consolidated financial statements based on the
fair value of the awards granted. The fair value of each option award is estimated on the grant date using the Black-Scholes option-pricing model. The fair
value of restricted stock is calculated using the closing market price of the Company’s common stock on the date of grant. Stock-based compensation
expense related to stock options and restricted stock is recognized on a straight-line basis over the requisite service periods of the awards, which is
generally four years. Stock-based compensation expense for ESPP awards is recognized on a graded-vesting attribution basis over the requisite service
period of each award.

Determining the fair value of stock options and ESPP awards requires judgment. The Company’s use of the Black-Scholes option pricing model

requires the input of subjective assumptions. The assumptions used in the Company’s option-pricing model represent management’s best estimates. These
estimates involve inherent uncertainties and the application of management’s judgment.

These assumptions and estimates are as follows:

Risk-Free Interest Rate. The risk-free interest rate is based on the yields of U.S. Treasury securities with maturities approximating the expected term

of the awards.

Expected Term. Given insufficient historical data relating to stock option exercises, to determine the expected term, the Company applies the
simplified approach, in which the expected term of an award is presumed to be the mid-point between the vesting date and the expiration date of the award.
For ESPP awards, the expected term is the time period from the grant date to the respective purchase dates included within each offering period.

Volatility. Prior to 2020, the Company determined the price volatility based on a blend of the historical volatilities of a publicly traded peer group,
implied volatilities from its traded options, and its historical volatility, based on daily price observations over a period equivalent to the expected term of
the award. During 2020, the Company eliminated the peer group from this analysis and began to determine its price volatility based on a blend of historical
and implied volatilities.

Dividend Yield. The dividend yield assumption is based on the Company’s history and current expectations of dividend payouts. The Company has

never declared or paid any cash dividends on its common stock and does not anticipate paying any cash dividends in the foreseeable future, so the
Company used an expected dividend yield of zero.

The Company will continue to use judgment in evaluating the assumptions related to the Company’s stock-based compensation.

Income Taxes

Deferred income tax assets and liabilities are determined based upon the net tax effects of the differences between the Company’s consolidated

financial statements carrying amounts and the tax basis of assets and liabilities and are measured using the enacted tax rate expected to apply to taxable
income in the years in which the differences are expected to be reversed. A valuation allowance is used to reduce some or all of the deferred tax assets if,
based upon the weight of available evidence, it is more likely than not that those deferred tax assets will not be realized.

The Company recognizes the tax benefit from an uncertain tax position only if it is more likely than not that the tax position will be sustained on
examination by the taxing authorities, based on the technical merits of the position. The tax benefits recognized in the consolidated financial statements
from such positions are then measured based on the largest benefit that has a greater than 50% likelihood of being realized. The Company recognizes
interest and penalties accrued related to its uncertain tax positions in its income tax provision in the accompanying consolidated statements of operations.

62

Net Income Per Share Attributable to Common Stockholders

Basic net income per share attributable to common stockholders is calculated by dividing the net income attributable to common stockholders by the

weighted-average number of shares of common stock outstanding.

Diluted net income per share attributable to common stockholders adjusts the basic net income per share attributable to common stockholders and
the weighted-average number of shares of common stock outstanding for the potentially dilutive impact of stock options, restricted stock and ESPP using
the treasury-stock method.

Cash, Cash Equivalents and Marketable Securities

The Company considers all short-term highly liquid investments with an original maturity of three months or less to be cash equivalents. Cash

equivalents, consisting of money market funds, commercial paper, corporate debt securities and U.S. government and agency securities, are carried at fair
value. Refer to Note 6—Cash, Cash Equivalents and Short-Term Investments for additional information regarding the fair value of cash equivalents and
marketable securities.

The Company uses Accounting Standards Update (“ASU”) No. 2016-13, Financial Instruments-Credit Losses (Topic 326): Measurement of Credit

Losses on Financial Instruments (Accounting Standards Codification (“ASC”) 326 or “CECL”), to assess the investment portfolio for impairment at the
individual security level and evaluates all securities in an unrealized loss position to determine if the impairment is credit-related (resulting in realized
credit loss, recorded in earnings) or non-credit-related (resulting in an unrealized loss, recorded in stockholders' equity).

The Company classifies its marketable securities as available-for-sale (“AFS”) investments in its current assets because they represent investments

of cash available for current operations. AFS investments are carried at fair value with any unrealized gains and losses, net of taxes, included in
accumulated other comprehensive income (loss) in stockholders' equity. AFS debt securities with an amortized cost basis in excess of estimated fair value
are assessed to determine what amount of that difference, if any, is caused by expected credit losses. Expected credit loss on AFS debt securities are
recognized in other expense (income), net on consolidated statement of operations and any remaining unrealized losses, net of taxes, are included in
accumulated other comprehensive income (loss) in stockholders' equity. We have not recorded any impairment charges for unrealized losses in the periods
presented.

Accounts Receivable and Allowance for Credit Losses (formerly Allowance for Doubtful Accounts)

Accounts receivable are recorded at the invoiced amount, are unsecured and do not bear interest. The Company performs ongoing credit evaluations
of its clients and certain advertisers when the Company’s agreements with its clients contain sequential liability terms that provide that the client payments
are not due to the Company until the client has received payment from its clients who are advertisers. We maintain an allowance for credit losses for
expected uncollectible accounts receivable, which is recorded as an offset to accounts receivable and changes in such are classified as general and
administrative expense on the Consolidated Statements of Operations.

On January 1, 2020, the Company adopted ASC 326 to assess the allowance for credit losses. The Company used the modified retrospective
transition method, which required a cumulative-effect adjustment to the opening balance of retained earnings to be recognized on the date of adoption with
prior periods not restated. The cumulative-effect adjustment recorded on January 1, 2020, was not material. ASC 326 requires the measurement of all
expected credit losses for financial assets held at the reporting date based on historical experience, current conditions, and reasonable and supportable
forecasts. As a result, the Company revised its impairment model to utilize an expected loss methodology in place of an incurred loss methodology related
to its marketable securities and the related allowance for credit losses. The industry specific default rates are applied to the advertiser’s industry if the
receivables are subject to sequential liability or the Company is engaged with the advertiser directly.

For the year ended December 31, 2020, the Company’s assessment considered business and market disruptions caused by COVID-19 and estimates

of credit defaults by industry. We continue to monitor the financial implications of the COVID-19 on expected credit losses. The Company reviews the
allowance for credit losses and financial implications of the COVID-19 on expected credit losses on a quarterly basis. Account balances are charged off
against the allowance when the Company believes it is probable the receivable will not be recovered.

The following table presents changes in the accounts receivable allowance for credit losses (in thousands):

Beginning balance

Add: Impact upon adoption of new accounting standard
Add: bad debt expense
Less: write-offs, net of recoveries

Ending balance

63

2020

Year Ended December 31,
2019

2018

3,920    $
553     
3,149     
(369)    
7,253    $

2,973    $
—     
2,702     
(1,755)    
3,920    $

2,257 

— 
2,115 
(1,399)
2,973

  $

  $

 
 
 
 
 
 
 
 
 
 
 
   
   
   
 
Property and Equipment, Net

Property and equipment are recorded at historical cost, less accumulated depreciation and amortization. Depreciation is computed using the straight-

line method based upon the following estimated useful lives:

Computer equipment
Purchased software
Furniture, fixtures and office equipment
Leasehold improvements

Years
2 – 3
3 – 5
5
*

*

Leasehold improvements are amortized on a straight-line basis over the term of the lease, or the useful life of the assets, whichever is shorter.

Repair and maintenance costs are charged to expense as incurred, while renewals and improvements are capitalized. When assets are retired or

otherwise disposed of, the cost and related accumulated depreciation are removed from the accounts and any resulting gain or loss is reflected in the
Company’s operating results.

Capitalized Software Development Costs

The Company capitalizes certain costs associated with creating and enhancing internally developed software related to the Company’s technology
infrastructure. These costs include personnel and related employee benefits expenses for employees who are directly associated with and who devote time
to software development projects, and external direct costs of materials and services consumed in developing or obtaining the software. Software
development costs that do not qualify for capitalization, as further discussed below, are expensed as incurred and recorded in technology and development
expenses in the consolidated statements of operations.

Software development activities typically consist of three stages: (1) the planning phase; (2) the application and infrastructure development stage;

and (3) the post implementation stage. Costs incurred in the planning and post implementation phases, including costs associated with the post-
configuration training and repairs and maintenance of the developed technologies, are expensed as incurred. The Company capitalizes costs associated with
software developed when the preliminary project stage is completed, management implicitly or explicitly authorizes and commits to funding the project
and it is probable that the project will be completed and perform as intended. Costs incurred in the application and infrastructure development phases,
including significant enhancements and upgrades, are capitalized. Capitalization ends once a project is substantially complete and the software is ready for
its intended purpose. Software development costs are amortized using a straight-line method over the estimated useful life of two years, commencing when
the software is ready for its intended use. The straight-line recognition method approximates the manner in which the expected benefit will be derived.

The Company does not transfer ownership of its internally developed software, or lease its software, to third parties.

Cloud computing arrangements (“CCAs”), such as software as a service and other hosting arrangements, are evaluated for capitalized

implementation costs in a similar manner as capitalized software development costs. If a CCA includes a software license, the software license element of
the arrangement is accounted for in a manner consistent with the acquisition of other software licenses. If a CCA does not include a software license, the
service element of the arrangement is accounted for as a service contract. The Company capitalized certain implementation costs for its CCAs that are
service contracts, which are included in other assets, non-current. The Company amortizes capitalized implementation costs in a CCA over the life of the
service contract. The Company capitalized $1.0 million and $2.9 million of CCA implementation costs in 2020 and 2019, respectively. Amortization
expense was $0.9 million and $0.6 million for 2020 and 2019, respectively.

Operating Leases

On January 1, 2019, the Company adopted ASU No. 2016-02, codified as ASC 842, using the modified retrospective adoption approach. The
Company elected the transition option provided by ASU No. 2018-11, Leases (Topic 842): Targeted Improvements, to not restate comparative periods, but
rather to initially adopt the requirements of ASC 842 on January 1, 2019. The most significant impact of the adoption of ASC 842 resulted in the
recognition of operating lease right-of-use assets (“operating lease assets’) of approximately $41 million, net of deferred rent and direct costs, and operating
lease liabilities of approximately $47 million on its consolidated balance sheet. The impact on the Company’s consolidated statements of income and cash
flows was not material.

64

 
 
 
 
 
 
 
 
 
 
 
ASC 842 provides various optional transition practical expedients. Upon transition to ASC 842, the Company elected the use of the package of

practical expedients to not reassess: whether a contract is or contains a lease, lease classification and indirect costs. The Company did not elect the
hindsight practical expedient in transition. The Company has elected to not separate lease and non-lease components.

Operating lease assets represent the Company’s right to control the use of an identified asset for a period of time, or term, in exchange for

consideration, and operating lease liabilities represent its obligation to make lease payments arising from the aforementioned right.

The Company determines if an arrangement is, or contains, a lease at inception. Operating leases are included in operating lease assets, operating
lease liabilities and operating lease liabilities, non-current on our consolidated balance sheets for all leases except for short-term leases with a term of 12
months or less. Operating lease assets and liabilities are initially recorded based on the present value of lease payments over the lease term, which includes
the minimum unconditional term of the lease, and may include options to extend or terminate the lease when it is reasonably certain at the commencement
date that such options will be exercised. As the rate implicit for each of the Company’s leases is not readily determinable, the Company uses its incremental
borrowing rate, based on the information available at the lease commencement date in determining the present value of its expected lease payments.
Operating lease assets also include any initial direct costs and any lease payments made prior to the lease commencement date and are reduced by any lease
incentives received. Operating lease assets are amortized on a straight-line basis as the operating lease cost over the lease term on the consolidated
statements of income. The related amortization, referred to as noncash lease expense, along with the change in the operating lease liabilities are separately
presented within the cash flows from operating activities on the consolidated statements of cash flows.

Refer to Note 8—Leases for additional information.

Fair Value of Financial Instruments

Fair value is defined as the exchange price that would be received for an asset or paid to transfer a liability (an exit price) in the principal or most

advantageous market for the asset or liability in an orderly transaction between market participants on the measurement date. Valuation techniques used to
measure fair value must maximize the use of observable inputs and minimize the use of unobservable inputs. Fair value measurements are based on a fair
value hierarchy, based on three levels of inputs, of which the first two are considered observable and the last unobservable, which are the following:

Level 1—Quoted prices (unadjusted) in active markets for identical assets or liabilities that the Company has the ability to access at the

measurement date.

Level 2—Inputs other than quoted prices included within Level 1 that are observable for the asset or liability, either directly or indirectly,

such as quoted market prices for similar assets and liabilities; quoted prices in markets that are not active; or other inputs that are observable or can
be corroborated by observable market data for substantially the full term of the asset or liability.

Level 3—Unobservable inputs.

Observable inputs are based on market data obtained from independent sources.

The carrying amounts of accounts receivable, accounts payable, accrued expenses and other current liabilities approximate fair value due to the

short-term nature of these instruments. The carrying value of the line of credit approximates fair value based on borrowing rates currently available to the
Company for financing with similar terms and were determined to be Level 2.

Certain long-lived assets including capitalized software development costs are also subject to measurement at fair value on a non-recurring basis if

they are deemed to be impaired as a result of an impairment review. To date, no material impairments have been recorded on those assets. 

65

 
Concentration of Risk

Financial instruments that potentially subject the Company to concentration of credit risk consist principally of cash and cash equivalents,
marketable securities and accounts receivable. The Company maintains its cash and cash equivalents with financial institutions and its cash levels exceed
the Federal Deposit Insurance Corporation (FDIC) federally insured limits. Marketable securities and short-term investments consist of investments in U.S.
government securities, U.S. government agency securities, and high credit quality corporate debt securities.

For 2020, two clients each accounted for 11% of Gross Billings. For 2019, two clients accounted for 13% and 10%, respectively, of Gross Billings.

For 2018, two clients accounted for 20% and 10%, respectively, of Gross Billings.

As of December 31, 2020, four clients accounted for 15%, 12%, 12% and 12%, respectively, of consolidated accounts receivable. As of

December 31, 2019, three clients accounted for 18%, 16% and 16%, respectively, of consolidated accounts receivable.

As of December 31, 2020, and 2019, no suppliers accounted for more than 10% of consolidated accounts payable.

Foreign Currency Transactions and Translation

The Company has entities operating in various countries. Each of these entities’ functional currency is the U.S. Dollar. Transactions in foreign

currencies are translated into U.S. Dollars at the rates of exchange in effect at the date of the transaction. Net transaction losses were approximately
$1.0 million, $0.7 million, and $1.9 million for the years ended December 31, 2020, 2019 and 2018, respectively, and are included in foreign currency
exchange loss, net in the accompanying consolidated statements of operations.

The Company enters into forward contracts to hedge foreign currency exposures related primarily to the Company’s foreign currency denominated

accounts receivable. The Company does not designate the foreign exchange forward contracts as hedges for accounting purposes and changes in the fair
value of the foreign exchange forward contracts are recorded in foreign currency exchange loss, net in the accompanying consolidated statements of
operations. As of December 31, 2020, and 2019, the Company had open forward contracts with aggregate notional amounts of $169.9 million and
$92.9 million, respectively. The fair value of the open forward contracts was not material. The Company’s forward contracts generally have terms of 30-60
days.

Recent Accounting Pronouncements

In December 2019, the FASB issued Accounting Standard Update No. 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income
Taxes (ASU 2019-12), which simplifies the accounting for income taxes. This guidance will be effective in the first quarter of 2021 on a prospective basis,
and early adoption is permitted. The Company is currently evaluating the impact of the new guidance on our consolidated financial statements.

In March 2020, the FASB issued ASU No. 2020-04, Reference Rate Reform (Topic 848) (“ASU 2020-04”), which provides optional expedients and
exceptions for applying GAAP to contracts, hedging relationships, and other transactions affected by the discontinuation of the London Interbank Offered
Rate or by another reference rate expected to be discontinued. The amendments are effective for all entities as of March 12, 2020 through December 31,
2022 and can be adopted as of any date from the beginning of an interim period that includes or is subsequent to March 12, 2020. The Company is
currently evaluating the impacts of the provisions of ASU 2020-04 on our financial condition, results of operations, and cash flows.

66

 
Note 3—Net Income Per Share Attributable to Common Stockholders

The Company has two classes of common stock, Class A and Class B. Basic and diluted earnings per share (“EPS”) attributable to common

stockholders for Class A and Class B common stock were the same because they were entitled to the same liquidation and dividend rights.

The computation of basic and diluted EPS is as follows (in thousands, except per share amounts):

Numerator:

Net income
Denominator:

Weighted-average shares outstanding—basic
Effect of dilutive securities:

Options to purchase common stock
ESPP shares
Restricted stock

Weighted-average shares outstanding—diluted

Basic EPS

Diluted EPS

2020

Year Ended December 31,
2019

2018

  $

242,317    $

108,318    $

88,140 

46,287     

44,533     

42,442 

2,293     
77     
331     
48,988     

5.24    $

4.95    $

2,794     
131     
348     
47,806     

2.43    $

2.27    $

2,845 
251 
255 
45,793 

2.08 

1.92 

  $

  $

Anti-dilutive equity awards under stock-based award
   plans excluded from the determination of diluted EPS

32     

691     

472

Note 4—Property and Equipment, Net

Major classes of property and equipment were as follows (in thousands):

Computer equipment
Purchased software
Furniture and fixtures
Construction in progress (1)
Leasehold improvements

Less: Accumulated depreciation

As of December 31,

2020

2019

  $

  $

28,528    $
10,179   
17,971   
13,862   
87,803   
158,343   
(42,480)  
115,863    $

13,594 
9,898 
11,304 
20,034 
36,523 
91,353 
(27,341)
64,012

(1)

Includes leasehold improvement projects which are not yet ready for intended use.

Depreciation expense for 2020, 2019 and 2018 was $21.2 million, $14.9 million and $8.1 million, respectively.

For the years ended December 31, 2020, 2019 and 2018 there were no impairment charges to property and equipment.

Note 5—Capitalized Software Development Costs

Capitalized software development costs, included in other assets, non-current, were as follows (in thousands):

Capitalized software development costs, gross
Less: Accumulated amortization
Capitalized software development costs, net

As of December 31,

2020

2019

  $

  $

16,730    $
(5,225)    
11,505    $

15,203 
(6,121)
9,082

67

 
 
 
 
 
 
   
   
 
   
      
      
  
   
      
      
  
   
   
      
      
  
   
   
   
   
   
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
   
 
 
The Company capitalized $8.2 million, $6.5 million and $6.9 million of software development costs in 2020, 2019 and 2018, respectively.

Amortization expense was $5.8 million, $5.5 million and $3.2 million for 2020, 2019 and 2018, respectively. Based on the Company’s capitalized software
development costs ready for intended use as of December 31, 2020, estimated amortization expense of $4.2 million and $1.7 million is expected to be
recognized in 2021 and 2022, respectively. Amortization has not started on $5.6 million of capitalized software development costs that are not yet ready for
intended use as of December 31, 2020.

When fully amortized capitalized software is no longer being used, the Company removes the cost and amortization from the consolidated balance

sheet. Accordingly, during 2020 and 2019, approximately $6.7 million and $2.8 million of costs and accumulated amortization, respectively, were removed
from the consolidated balance sheet, related to capitalized software development costs which were fully amortized.

Note 6—Cash, Cash Equivalents and Short-Term Investments

Cash, cash equivalents and short-term investments in marketable securities were as follows (in thousands):

Cash
Level 1:

Money market funds

Level 2:

Commercial paper
Corporate debt securities
U.S. government and agency securities

Total

  $

437,353    $

Cash
Level 1:

Money market funds
Time deposits

Level 2:

Commercial paper
Corporate debt securities
U.S. government and agency securities

Total

  $

Cash and
Cash
Equivalents

As of December 31, 2020

Short-Term
Investments

Total

  $

132,372   

—    $

132,372 

Cash and
Cash
Equivalents

  $

32,123   

As of December 31, 2019

Short-Term
Investments

Total

259,434   

45,547   
—   
—   

45,588   
35,000   

15,666   
—   
2,499   
130,876    $

—   

63,372   
79,342   
43,971   
186,685    $

—    $

—   
—   

24,975   
78,998   
20,139   
124,112    $

259,434 

108,919 
79,342 
43,971 
624,038

32,123 

45,588 
35,000 

40,641 
78,998 
22,638 
254,988 

The Company’s gross unrealized gains or losses from its short-term investments, recorded at fair value, for the years ended December 31, 2020,

2019 and 2018 were immaterial.

The contractual maturities of the Company’s short-term investments are as follows (in thousands):

Due in one year
Due in one to two years
Total

December 31, 2020

162,291 
24,394 
186,685 

  $

  $

68

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
 
 
 
 
 
 
 
   
 
 
 
 
   
   
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
    
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
 
 
 
 
 
 
 
 
 
   
 
 
Note 7—Debt

Credit Facility

On October 26, 2018, the Company and a syndicate of banks, led by Citibank, N.A., as agent, entered into a second amended and restated loan and

security agreement (the “Second A&R Credit Agreement”). The Second A&R Credit Agreement amends and restates the Company’s existing credit facility
previously entered into on May 9, 2017, and consists of a $150.0 million revolving loan facility, with a $20.0 million sublimit for swingline borrowings and
a $15.0 million sublimit for the issuance of letters of credit (the “Second A&R Credit Facility”). Under certain circumstances, the Company has the right to
increase the Second A&R Credit Facility by an amount not to exceed $100.0 million. The Second A&R Credit Agreement is collateralized by substantially
all of the Company’s assets, including a pledge of certain of its accounts receivable, deposit accounts, intellectual property, investment property, and
equipment.

Loans under the Second A&R Credit Facility bear interest through maturity at a variable rate based upon, at the Company’s option, an annual rate of

either a Base Rate or a LIBOR rate, plus an applicable margin (“Base Rate Borrowings” and “LIBOR Rate Borrowings”). The Base Rate is defined as a
fluctuating interest rate equal to the greatest of (1) the federal funds rate plus 0.50%, (2) Citibank, N.A.’s prime rate, and (3) one month LIBOR rate plus
2.00%. The applicable margin is between 0.25% to 1.25% for Base Rate Borrowings and between 1.25% and 2.25% for LIBOR Rate Borrowings based on
the Company maintaining certain leverage ratios. The fee for undrawn amounts under the Second A&R Credit Facility ranges, based on the applicable
leverage, from 0.225% to 0.400%. The Company will also be required to pay customary letter of credit fees, as necessary.

As of December 31, 2020, the Company did not have an outstanding debt balance under the Second Amended and Restated Loan and Security
Agreement (the “Credit Facility”). In March 2020, the Company drew down $143.0 million under the Credit Facility as a precautionary measure to provide
increased liquidity and preserve financial flexibility in light of the worldwide decline in business activity brought about by COVID-19. By October 2020,
the Company repaid the entire balance on its credit facility from available working capital. Availability under the credit facility was $142.8 million as of
December 31, 2020. The Second A&R Credit Facility matures, and all outstanding amounts become due and payable on May 9, 2022.

The Second A&R Credit Agreement contains customary conditions to borrowings, events of default and covenants, including covenants that restrict

our ability to sell assets, make changes to the nature of our business, engage in mergers or acquisitions, incur, assume or permit to exist additional
indebtedness and guarantees, create or permit to exist liens, pay dividends, issue equity instruments, make distributions or redeem or repurchase capital
stock or make other investments, engage in transactions with affiliates and make payments in respect of subordinated debt. The Second A&R Credit
Agreement also requires the Company to maintain compliance with (a) a maximum ratio of consolidated funded debt to consolidated EBITDA of 3.50 to
1.00 and (b) a minimum ratio of consolidated EBITDA to interest expense of at least 3.00 to 1.00. As of December 31, 2020, the Company was in
compliance with all covenants.

The Company entered into the Second A&R Credit Agreement primarily to lower its borrowing costs and to change from an asset-based structure to

a cash-flow based structure.

Note 8—Leases

The Company has operating leases for its offices. Its leases have remaining lease terms of up to 10 years, some of which include options to extend

the leases for up to 5 years, and some of which include options to terminate the leases within 1 year with proper notification. Certain leases contain
provisions for property-related costs that are variable in nature for which the Company is responsible, including common area maintenance and other
property operating services. These costs are calculated based on a variety of factors including property values, tax and utility rates, property services fees,
and other factors. The Company records rent expense for operating leases, some of which have escalating rent payments, on a straight-line basis over the
lease term. The Company does not have any finance leases.

The components of lease expense were as follows (in thousands):

Operating lease cost
Short-term lease cost
Variable lease cost
Sublease income

Total lease cost

Year Ended December 31,

2020

2019

  $

  $

42,272 
908 
5,984 
(3,645)
45,519 

 $

 $

28,181 
1,582 
2,469 
(1,266)
30,966

Rent expense for non-cancelable operating leases was $10.9 million for the year ended December 31, 2018.

69

 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
  
 
 
 
Supplemental information related to leases were as follows:

Weighted average remaining lease term
Weighted average discount rate

Maturities of lease commitments as of December 31, 2020 were as follows (in thousands):

Year Ended December 31,

2020
7.9 years
3.4%

2019
8.7 years
4.5%

Year
2021
2022
2023
2024
2025
Thereafter

Total undiscounted lease commitments

Less: commitments for leases not yet commenced
Less: interest

Present value of lease liabilities
Less: operating lease liabilities, current

Operating lease liabilities, non-current

Maturities of lease commitments as of December 31, 2019 were as follows (in thousands):

Year
2020
2021
2022
2023
2024
Thereafter

Total undiscounted lease commitments

Less: commitments for leases not yet commenced
Less: interest

Present value of lease liabilities
Less: operating lease liabilities, current

Operating lease liabilities, non-current

Amount

  $

Amount

  $

  $

  $

43,561 
50,902 
46,660 
37,435 
35,706 
134,440 
348,704 
(13,670)
(42,604)
292,430 
(37,868)
254,562

14,770 
45,522 
42,056 
38,310 
32,310 
152,361 
325,329 
(89,381)
(46,498)
189,450 
(14,577)
174,873 

Note 9—Capitalization

The Class A and Class B common stock have the same rights and preferences including rights to dividends, except the Class B is entitled to ten

votes per share and the Class A is entitled to one vote per share. Each share of Class B common stock is convertible at any time at the option of the holder
into one share of Class A common stock. In addition, each share of Class B common stock will convert automatically into one share of Class A common
stock upon any transfer, except for certain transfers described in the Company’s restated certificate of incorporation, including, without limitation, certain
transfers for tax and estate planning purposes. Our certificate of incorporation provides that all Class B common stock will convert automatically into Class
A common stock on December 22, 2025 unless converted prior to such date.  

 The Company’s board of directors has the discretion to determine the rights, preferences, privileges and restrictions, including voting rights,

dividend rights, conversion rights, redemption privileges and liquidation preferences, of each series of preferred stock.

70

 
 
 
 
 
 
 
 
 
 
   
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
Note 10—Stock-Based Compensation

Stock-Based Compensation Expense

Stock-based compensation expense recorded in the consolidated statements of operations was as follows (in thousands):

Platform operations
Sales and marketing
Technology and development
General and administrative
Total

Stock-Based Award Plans

2020

Year Ended December 31,
2019

2018

  $

  $

8,794    $
29,726   
36,672   
36,583   
111,775    $

5,350    $
20,769   
26,553   
28,086   
80,758    $

4,463 
11,306 
13,855 
12,586 
42,210 

The Company is authorized to issue stock options, restricted stock awards, restricted stock units, stock appreciation rights and other stock-based and

cash-based awards under its 2016 Incentive Award Plan. As of December 31, 2020, 5.8 million shares remained available for grant under the Company’s
2016 Incentive Award Plan. The number of shares authorized for grant is subject to increase each year on January 1, equal to the lesser of (a) 4% of the
common stock outstanding (on an as-converted basis) on the final day of the immediately preceding calendar year and (b) such smaller number of shares as
determined by the board of directors. On January 1, 2021, the number of shares authorized for grant under the Company’s 2016 Incentive Award Plan was
increased by 1.9 million shares in accordance with plan provisions.

Stock options granted under the Company’s stock incentive plans generally vest over four years, subject to the holder’s continued service through

the vesting date, and expire no later than 10 years from the date of grant. Restricted stock awards generally vest over four years, subject to the holder’s
continued service through the vesting date.

Stock Options

The following summarizes stock option activity:

Outstanding as of December 31, 2019
Granted
Exercised
Cancelled
Outstanding as of December 31, 2020

Exercisable as of December 31, 2020

Shares
Under Option
(in thousands)    

Weighted-
Average
Exercise Price

Weighted-
Average
Contractual
Life (years)

Aggregate
Intrinsic Value
(in thousands)

4,064    $
301     
(1,545)    
(172)    
2,648    $

1,354    $

70.74     
313.28     
49.29     
125.57     
107.26     

58.64     

7.1    $

6.3    $

1,837,483 

1,004,852

The fair value of options on the date of grant was estimated based on the Black-Scholes option pricing model. The weighted average assumptions

used to value options granted to employees for the periods presented were as follows:

Expected term (years)
Expected volatility
Risk-free interest rate
Estimated dividend yield

2020

Year Ended December 31,
2019

2018

6.0 
60.5%   
0.57%   
—%   

6.0 
53.2%   
2.26%   
—%   

6.0 
48.2%
2.85%
—%

The weighted average grant date fair value per share of stock options granted for the years ended December 31, 2020, 2019 and 2018 and were

$172.52, $94.91 and $35.08, respectively. The total intrinsic value of options exercised during the years ended December 31, 2020, 2019 and 2018 were
$594.5 million, $222.0 million and $119.0 million, respectively.

71

 
 
 
 
 
 
 
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
 
 
 
   
   
 
   
      
  
   
      
  
   
      
  
   
      
  
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
  
  
  
  
  
  
 
Stock-based compensation expense related to stock options was $45.3 million, $37.2 million and $17.7 million for the years ended December 31,

2020, 2019 and 2018, respectively. At December 31, 2020, the Company had unrecognized employee stock-based compensation relating to stock options of
approximately $103.0 million, which is expected to be recognized over a weighted-average period of 2.0 years.

Restricted Stock

The following summarizes restricted stock activity:

Unvested as of December 31, 2019
Granted
Vested
Forfeited
Unvested as of December 31, 2020

Shares
(in thousands)

Weighted-
Average
Grant Date
Fair Value
Per Share

457    $
379   
(210)  
(56)  
570    $

120.65 
343.79 
131.50 
163.30 
261.03

Stock-based compensation expense related to restricted stock was $33.5 million, $17.9 million and $7.4 million for the years ended December 31,

2020, 2019 and 2018, respectively. At December 31, 2020, the Company had unrecognized employee stock-based compensation relating to restricted stock
of approximately $136.3 million, which is expected to be recognized over a weighted-average period of 2.7 years.

Employee Stock Purchase Plan

In September 2016, the Company established an ESPP with 800,000 shares of Class A common stock available for issuance. As of December 31,

2020, 0.5 million shares remained available for grant under this plan. The number of shares authorized for grant is subject to increase each year on
January 1, equal to the lesser of (a) 800,000 shares, (b) 1% of the Class A common stock outstanding (on an as-converted basis) on the final day of the
immediately preceding calendar year, and (c) such smaller number of shares as determined by the Company’s board of directors. On January 1, 2021, the
number of shares available for issuance under the Company’s Employee Stock Purchase Plan was increased by 0.4 million shares in accordance with plan
provisions.

Under the ESPP, all eligible employees are permitted to authorize payroll deductions of up to 100% of their compensation to purchase shares of

Class A common stock, subject to applicable ESPP and statutory limits. The ESPP provides for offering periods generally up to two years, with purchases
occurring and new offering periods commencing generally every six months. ESPP purchases generally occur on May 15th and November 15th each year.
At each purchase date, employees are able to purchase shares at 85% of the lower of (1) the closing market price per share of Class A common stock on the
employee’s enrollment into the applicable offering period and (2) the closing market price per share of Class A common stock on the purchase date. The
ESPP has an automatic reset feature, whereby the offering period resets if the fair value of the Company’s common stock on a purchase date is less than
that on the original offering date.

The fair value of ESPP shares was estimated using the Black-Scholes option pricing model with the following weighted-average assumptions:

Expected term (years)
Expected volatility
Risk-free interest rate
Estimated dividend yield

Year ended December 31,

2020

2019

2018

0.6 
61.9%    
0.40%    
—%    

0.7 
53.2%    
2.08%    
—%    

0.8 
46.2%
2.32%
—%

72

 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
   
 
The ESPP has a six-month holding period with respect to common stock purchases. Due to the holding period, the Company applies a discount to
reflect the non-transferability of the shares. Stock-based compensation expense related to ESPP totaled $33.0 million, $25.7 million and $17.1 million for
the years ended December 31, 2020, 2019 and 2018, respectively. At December 31, 2020, the Company had unrecognized employee stock-based
compensation relating to ESPP awards of approximately $36.8 million, which is expected to be recognized over a weighted-average period of 0.5 years.

Note 11—Income Taxes

The following are the domestic and foreign components of the Company’s income before income taxes (in thousands):

Domestic
Foreign
Income before income taxes

2020
212,531    $
(68,628)    
143,903    $

Year Ended December 31,
2019
162,252    $
(46,032)    
116,220    $

  $

  $

2018

115,706 
(9,969)
105,737 

The following are the components of the provision for (benefit from) income taxes (in thousands):

Current:

Federal
State and local
Foreign

Total current provision

Deferred:

Federal
State and local
Foreign

Total deferred provision

  $

Total provision for (benefit from) income taxes

  $

2020

Year Ended December 31,
2019

2018

(50,096)   $
(19,650)    
2,550     
(67,196)    

(20,900)    
(9,079)    
(1,239)    
(31,218)    
(98,414)   $

9,180    $
7,800     
1,412     
18,392     

(6,316)    
(5,339)    
1,165     
(10,490)    
7,902    $

11,683 
9,295 
1,720 
22,698 

(918)
(2,615)
(1,568)
(5,101)
17,597 

A reconciliation of the statutory tax rate to the effective tax rate for the periods presented is as follows:

U.S. federal statutory income tax rate
State and local income taxes, net of federal benefit
Foreign income at other than U.S. rates (1)
Stock-based compensation
Meals and entertainment
Nondeductible compensation
Research and development credit
Other permanent items
Benefit from carryback of NOLs
Effective income tax rate

2020

Year Ended December 31,
2019

2018

21.0%   
(15.7)
10.9 
(59.6)
0.2 
0.6 
(14.1)
0.1 
(11.8)
(68.4)% 

21.0%   
1.7 
10.5 
(20.5)
0.7 
(1.3)
(5.0)
(0.3)
— 
6.8%   

21.0%
5.0 
2.1 
(7.6)
0.5 
— 
(3.9)
(0.4)
— 
16.7%

(1)

For the years ended December 31, 2020, and 2019, includes the impact of the valuation allowance associated with the United Kingdom
(“U.K.”). For additional information, see discussion below.

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Set forth below are the tax effects of temporary differences that give rise to a significant portion of the deferred tax assets and deferred tax liabilities

(in thousands):

Deferred tax assets (liabilities):
Reserves and allowances
Accrued expenses
Net operating losses
Research and development tax credit
Stock-based compensation
Prepaid expenses
Property and equipment
Intangibles (1)
Capitalized software development costs
Operating lease assets
Operating lease liabilities
Other
Valuation allowance
Total deferred tax assets, net

As of December 31,

2020

2019

  $

  $

5,521    $
8,977   
58,813   
30,138   
13,584   
(1,365)  
(14,375)  
184,965   
(2,836)  
(55,685)  
64,359   
487   
(242,415)  

50,168    $

3,275 
5,452 
19,225 
2,739 
10,641 
(685)
(2,606)
179,096 
(2,056)
(37,394)
40,366 
111 
(199,214)
18,950 

(1)

As of December 31, 2020, and 2019, includes intangibles associated with our international restructuring, net of amortization, offset by a
reserve for uncertain tax position. See discussion below.

In April 2019, the Company completed a series of transactions resulting in changes to its international legal structure, including a transfer of certain

intellectual property rights among wholly owned subsidiaries, primarily to align its structure to its evolving operations. The Company recorded a $262.4
million deferred tax asset associated with this restructuring offset by a reserve for uncertain tax position of $51.0 million. Based on available objective
evidence, management believes it is not more-likely-than-not that these additional foreign deferred tax assets will be realizable as of December 31, 2019
and, therefore, are offset by a full valuation allowance to the extent not offset by reserves from uncertain tax positions. Management applied significant
judgment in estimating the fair value of intangible assets, which involved the use of significant assumptions, including revenue growth rates, margins and
discount rates.

As of each reporting date, the Company’s management considers new evidence, both positive and negative, that could impact management’s view
with regard to future realization of deferred tax assets. During 2020, management recorded an additional valuation allowance of $43.2 million against its
U.K. net deferred tax assets, based on the history of cumulative losses and the conclusion that future taxable profit may not be available for the utilization
of the deferred tax assets for U.K. income tax purposes.

As of December 31, 2020, the Company had net operating loss carryforwards in the U.K. of approximately $326.6 million, which can be carried

forward indefinitely. Additionally, the Company had net operating loss carryforwards in US state jurisdictions of approximately $49.0 million, which can
be carried forward up to twenty years. As of December 31, 2020, the Company had federal, state, and U.K. research and development tax credits of
approximately $27.9 million, $17.5 million and $0.6 million, respectively, which can be carried forward indefinitely.

As of December 31, 2020, unremitted earnings of the subsidiaries outside of the U.S. were approximately $1.7 million, on which no state taxes have
been paid. The Company’s intention is to indefinitely reinvest these earnings outside the U.S. Upon distribution of those earnings in the form of a dividend
or otherwise, the Company would be subject to both state income taxes and withholding taxes payable to various foreign countries. The amounts of such
tax liabilities that might be payable upon repatriation of foreign earnings are not material.

As of December 31, 2020, the Company had gross unrecognized tax benefits of approximately $66.9 million, $63.1 million of which is a reduction

to deferred tax assets and the remaining $3.8 million which would affect the Company’s effective tax rate if recognized. As of December 31, 2019, the
Company had gross unrecognized tax benefits of approximately $53.2 million. The Company classifies liabilities for unrecognized tax benefits in other
liabilities, non-current.

74

 
 
 
 
 
 
   
 
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
 
 
 
 
 
The following table presents changes in gross unrecognized tax benefits (in thousands):

Beginning balance

Increases related to prior year tax positions
Decreases related to prior year tax positions
Increases related to current year tax positions
Settlements
Expiration of statute of limitations

Ending balance

(1)

Includes the impact of a statutory rate change in the U.K. 

Year Ended December 31,

2020 (1)

2019 (1)

2018

  $

  $

53,213    $
5,378     
—     
9,206     
(520)    
(402)    
66,875    $

4,330    $
—     
(20)    
49,100     
(197)    
—     
53,213    $

3,101 
— 
(270)
1,499 
— 
— 
4,330 

Interest and penalties related to the Company’s unrecognized tax benefits accrued as of December 31, 2020 were not material.

The Company files U.S. federal, state, and foreign tax returns. The Company is not currently under examination by any federal or state jurisdictions.

The Company expects to reduce its unrecognized tax benefits by $1.7 million during the next twelve months.

The 2017 through 2019 U.S. federal tax returns and 2017 through 2019 state tax returns remain open to examination. The majority of the

Company’s foreign subsidiaries remain subject to examination by local taxing authorities for 2015 and subsequent years.

Note 12—Segment and Geographic Information

The Company reports revenue net of amounts it pays suppliers for the cost of advertising inventory, third-party data and other add-on features

(collectively, “Supplier Features”). The Company generally bills clients for the gross amount of Supplier Features they purchase through its platform and
the platform fees, net of allowances (“Gross Billings”). The Company’s accounts receivable are recorded at the amount of Gross Billings for the amounts it
is responsible to collect, and accounts payable are recorded at the net amount payable to suppliers. Accordingly, both accounts receivable and accounts
payable appear large in relation to revenue reported on a net basis.

Gross Billings, based on the billing address of the clients or client affiliates, were as follows (in thousands):

US
International
Total

2020

Year Ended December 31,
2019

3,605,665    $
562,595   
4,168,260    $

2,639,497    $
456,190   
3,095,687    $

  $

  $

2018

1,937,074 
347,939 
2,285,013 

Property and equipment, net and operating lease assets presented by principal geographic area, were as follows (in thousands):

US
International
Total

December 31, 2020

December 31, 2019

  $

  $

263,891    $
100,115   
364,006    $

157,245 
80,216 
237,461 

75

 
 
 
 
 
 
   
   
 
   
   
   
   
   
 
     
       
       
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
 
 
 
 
 
   
 
 
 
 
 
 
 
    
 
 
 
 
Note 13—Commitments and Contingencies

As of December 31, 2020, the Company has various non-cancelable operating lease commitments for office space which as a result of the adoption

of ASC 842, have been recorded as Lease Liabilities. Refer to Note 8—Leases for additional information regarding lease commitments.

As of December 31, 2020, the Company has non-cancelable commitments to its hosting services providers, marketing contracts and commitments to

providers of software as a service. As of December 31, 2020, these purchase obligations were as follows (in thousands):

Year
2021
2022
2023
2024
2025

Amount

52,404 
35,029 
30,408 
16,642 
142 
134,625

  $

  $

Guarantees and Indemnification

In the ordinary course of business, the Company may provide indemnifications of varying scope and terms to clients, vendors, lessors, business

partners, and other parties with respect to certain matters, including, but not limited to, losses arising out of breach of such agreements, services to be
provided by the Company or from intellectual property infringement claims made by third parties. In addition, the Company has entered into
indemnification agreements with directors and certain officers and employees that will require the Company, among other things, to indemnify them
against certain liabilities that may arise by reason of their status or service as directors, officers or employees. No demands have been made upon the
Company to provide indemnification under such agreements, and thus, there are no claims that the Company is aware of that could have a material effect
on the Company’s balance sheet, statement of operations or statement of cash flows. Accordingly, no amounts for any obligation have been recorded as of
December 31, 2020 and 2019.

Litigation

From time to time, the Company is subject to various legal proceedings and claims, either asserted or unasserted, that arise in the ordinary course of

business. Although the outcome of the various legal proceedings and claims cannot be predicted with certainty, management does not believe that any of
these proceedings or other claims will have a material adverse effect on the Company’s business, financial condition, results of operations or cash flows.

Employment Contracts

The Company has entered into agreements with severance terms with certain employees and officers, all of whom are employed on an at-will basis,
subject to certain severance obligations in the event of certain involuntary terminations. The Company may be required to accelerate the vesting of certain
stock options in the event of changes in control, as defined and involuntary terminations.

76

 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure

None.

Item 9A. Controls and Procedures

Evaluation of Disclosure Controls and Procedures

Our management, with the participation of our Chief Executive Officer (“CEO”) and Chief Financial Officer (“CFO”), evaluated the effectiveness

of our disclosure controls and procedures as defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the
“Exchange Act”), as of December 31, 2020. Our disclosure controls and procedures are designed to provide reasonable assurance that information we are
required to disclose in the reports we file or submit under the Exchange Act is accumulated and communicated to our management, including our CEO and
CFO, as appropriate to allow timely decisions regarding required disclosures, and is recorded, processed, summarized, and reported within the time periods
specified in the SEC’s rules and forms. Based on this evaluation, our CEO and CFO have concluded that our disclosure controls and procedures were
effective at the reasonable assurance level as of December 31, 2020.

Management’s Report on Internal Control over Financial Reporting

Management is responsible for establishing and maintaining adequate internal control over financial reporting, as defined in Rules 13a-15(f) and

15d-15(f) under the Exchange Act. Our internal control over financial reporting is a process designed to provide reasonable assurance regarding the
reliability of financial reporting and the preparation of our financial statements for external purposes in accordance with generally accepted accounting
principles.

Management assessed the effectiveness of our internal control over financial reporting as of December 31, 2020 using the criteria set forth by the
Committee of Sponsoring Organizations of the Treadway Commission in Internal Control—Integrated Framework (2013). Based on its assessment, our
management, including our CEO and CFO, has concluded that our internal control over financial reporting was effective as of December 31, 2020.

The effectiveness of our internal control over financial reporting as of December 31, 2020 has been audited by PricewaterhouseCoopers LLP, our

independent registered public accounting firm, as stated in their report, which appears in Item 8 of this Annual Report on Form 10-K.

Changes in Internal Control over Financial Reporting

There have been no significant changes in our internal control over financial reporting during the quarter ended December 31, 2020 that have

materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Inherent Limitations on Effectiveness of Controls

Management recognizes that a control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that
the objectives of the control system are met. Further, the design of a control system must reflect the fact that there are resource constraints, and the benefits
of controls must be considered relative to their costs. Because of the inherent limitations in all control systems, no evaluation of controls can provide
absolute assurance that all control issues and instances of fraud or error, if any, have been detected. These inherent limitations include the realities that
judgments in decision making can be faulty, and that breakdowns can occur because of a simple error or mistake. Additionally, controls can be
circumvented by the individual acts of some persons, by collusion of two or more people, or by management override of the controls. The design of any
system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will
succeed in achieving its stated goals under all potential future conditions; over time, controls may become inadequate because of changes in conditions, or
the degree of compliance with policies or procedures may deteriorate. Because of the inherent limitations in a cost-effective control system, misstatements
due to error or fraud may occur and not be detected.

Item 9B. Other Information

None.

77

 
 
 
 
 
 
 
PART III

Item 10. Directors, Executive Officers and Corporate Governance

The information required by this item will be included in our proxy statement relating to our 2021 annual meeting of stockholders to be filed by us

with the SEC no later than 120 days after the close of our fiscal year ended December 31, 2020 (the "Proxy Statement") and is incorporated herein by
reference.

We have a code of business ethics and conduct that applies to all of our employees, including our Principal Executive Officer, Principal Financial

Officer, Principal Accounting Officer, and our Board of Directors. A copy of this code, "Code of Business Conduct and Ethics", is available on our website
at http://investors.thetradedesk.com. We intend to satisfy the disclosure requirement under Item 5.05 of Form 8-K regarding amendment to, or waiver from,
a provision of our Code of Business Conduct and Ethics by posting such information on our investor relations website under the heading "Leadership &
Governance" at http://investors.thetradedesk.com.

Item 11. Executive Compensation

The information required by this item will be included in the Proxy Statement and is incorporated herein by reference.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

The information required by this item will be included in the Proxy Statement and is incorporated herein by reference.

Item 13. Certain Relationships and Related Transactions, and Director Independence

The information required by this item will be included in the Proxy Statement and is incorporated herein by reference.

Item 14. Principal Accountant Fees and Services

The information required by this item will be included in the Proxy Statement and is incorporated herein by reference.

78

 
 
 
 
PART IV

Item 15. Exhibits and Financial Statement Schedules

(a) We have filed the following documents as part of this Annual Report on Form 10-K:

1. Consolidated Financial Statements

Refer to Index to Consolidated Financial Statements in Item 8 herein.

2. Financial Statement Schedules

No financial statement schedules are provided because the information called for is not required or is shown in the financial statements of the

notes thereto.

3. Exhibits

Exhibits required to be filed as part of this report are:

Exhibit
Number

    3.1

    3.2

    4.1

    4.2

    4.3

    4.4

    4.5

  10.1

Exhibit Description

Form

Incorporated by Reference
Filing Date

Number

Filed
Herewith

  Amended and Restated Certificate of Incorporation.

  Amended and Restated Bylaws.

  Reference is made to Exhibits 3.1 and 3.2.

  Form of Class A Common Stock Certificate.

  Form of Class B Common Stock Certificate.

  Second Amended and Restated Investor Rights Agreement

dated as of February 9, 2016, by and among The Trade
Desk, Inc. and the investors listed therein.

  Description of Securities.

  Second Amended and Restated Loan and Security

Agreement, dated as of October 26, 2018, among The Trade
Desk, Inc., the lenders party thereto, and Citibank, N.A., as
administrative agent.

S-1/A  

S-8  

S-1/A  

9/6/2016  

9/22/2016  

9/6/2016  

4.2

4.4

10.1

10-Q  

11/9/2018  

10.1

X

X

X

  10.2(a)+

  The Trade Desk, Inc. 2010 Stock Plan.

  10.2(b)+

  Form of Stock Option Agreement under The Trade

Desk, Inc. 2010 Stock Plan.

S-1/A  

S-1/A  

9/6/2016  

9/6/2016  

10.5

10.5

(a) 

(b) 

  10.2(c)+

  Exercise Notice under The Trade Desk, Inc. 2010 Stock

S-1/A  

9/6/2016  

10.5

(c) 

Plan.

  10.3(a)+

  The Trade Desk, Inc. 2015 Equity Incentive Plan.

  10.3(b)+

  First Amendment to The Trade Desk, Inc. 2015 Equity

S-1/A  

S-8  

9/6/2016  

9/22/2016  

10.6

(a) 

99.2

Incentive Plan.

  10.3(c)+

  Form of Stock Option Agreement under The Trade

S-1/A  

9/6/2016  

10.6

(b) 

Desk, Inc. 2015 Equity Incentive Plan.

  10.3(d)+

  Form of Stock Option Agreement under The Trade

S-1/A  

9/6/2016  

10.6

(c) 

Desk, Inc. 2015 Equity Incentive Plan (with accelerated
vesting).

  10.3(e)+

  Exercise Notice under The Trade Desk, Inc. 2015 Equity

S-1/A  

9/6/2016  

10.6

(d) 

Incentive Plan.

  10.4(a)+

  The Trade Desk, Inc. 2016 Incentive Award Plan.

  10.4(b)+

  Form of Stock Option Agreement under The Trade

Desk, Inc. 2016 Equity Incentive Plan.

S-1  

S-1  

8/22/2016  

8/22/2016  

10.7

(a) 

10.7

(b) 

  10.4(c)+

  Form of Restricted Stock Award Agreement under The

8-K  

12/30/2016  

10.1

Trade Desk, Inc. 2016 Equity Incentive Plan.

79

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
  
  
 
 
 
   
   
 
  
 
 
 
 
 
 
 
 
 
  
 
 
   
   
          
 
 
 
 
 
 
 
 
 
  
 
 
   
   
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
Exhibit
Number

Exhibit Description

Form

Incorporated by Reference
Filing Date

Number

Filed
Herewith

  10.4(d)+

  Form of Restricted Stock Unit Award Agreement under The

8-K  

12/30/2016  

  10.5+

  10.6+

  10.7+

Trade Desk, Inc. 2016 Equity Incentive Plan.

  The Trade Desk, Inc. 2016 Employee Stock Purchase Plan.

  Form of Indemnification Agreement.

S-8  

S-1  

9/22/2016  

8/22/2016  

  Employment Agreement, dated as of May 11, 2017, between

10-Q  

05/11/17  

The Trade Desk, Inc. and Jeff T. Green.

  10.8+

  Employment Agreement, dated as of May 11, 2017, between

10-Q  

05/11/17  

The Trade Desk, Inc. and David R. Pickles.

  10.9+

  Employment Agreement, dated as of November 1, 2017,

10-Q  

05/09/19  

between The Trade Desk, Inc. and Susan Vobejda.

  10.10+

  Offer Letter, dated October 29, 2019, by and between the

8-K  

11/15/19  

Company and Blake Grayson.

  10.11+

  Employment Agreement, dated October 29, 2019 between

8-K  

11/15/19  

The Trade Desk, Inc. and Blake Grayson.

  10.12+

  Employment Agreement, dated as of August 24, 2020

10-Q  

11/06/20  

between The Trade Desk, Inc. and Jay Grant.

  10.13+

  Employment Agreement, dated January 11, 2021 between

8-K  

01/14/21  

10.2

99.5

10.8

10.2

10.3

10.1

10.1

10.2

10.1

10.1

The Trade Desk, Inc. and Michelle Hulst.

  10.14+

  Separation and Advisory Agreement, dated February 5, 2021

between The Trade Desk, Inc. and Brian Stempeck.

  21.1

  23.1

  List of Subsidiaries of the Registrant.

  Consent of PricewaterhouseCoopers LLP, independent

registered public accounting firm.

  24.1

  Power of Attorney (included on signature page to this

Annual Report on Form 10-K).

  31.1

  Certification of Principal Executive Officer Pursuant to

Exchange Act Rules 13a-14(a) and 15d-14(a), as adopted
pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.

  31.2

  Certification of Principal Financial Officer Pursuant to

Exchange Act Rules 13a-14(a) and 15d-14(a), as adopted
pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.

  Certifications of Principal Executive Officer and Principal
Financial Officer Pursuant to 18 U.S.C. Section 1350, as
adopted pursuant to Section 906 of the Sarbanes-Oxley Act
of 2002.

  Inline XBRL Instance Document - the instance document
does not appear in the Interactive Data File because its
XBRL tags are embedded within the Inline XBRL document  

  Inline XBRL Taxonomy Schema Linkbase Document

  Inline XBRL Taxonomy Calculation Linkbase Document

  Inline XBRL Taxonomy Definition Linkbase Document

  Inline XBRL Taxonomy Label Linkbase Document

  Inline XBRL Taxonomy Presentation Linkbase Document

  32.1 (1)

101.ins

101.sch

101.cal

101.def

101.lab

101.pre

80

X

X

X

X

X

X

X

X

X

X

X

X

X

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit
Number

104

Exhibit Description

Form

Incorporated by Reference
Filing Date

Number

  Cover Page Interactive Data File (formatted as Inline XBRL

and contained in Exhibit 101)

Filed
Herewith

X

+
(1)

Indicates a management contract or compensatory plan or arrangement.
The information in this exhibit is furnished and deemed not filed with the Securities and Exchange Commission for purposes of section 18 of the
Securities Exchange Act of 1934, as amended, or the Exchange Act, and is not to be incorporated by reference into any filing of The Trade Desk,
Inc. under the Securities Act of 1933, as amended, of the Securities Act, or the Exchange Act, whether made before or after the date hereof,
regardless of any general incorporation language in such filing.

Item 16. Form 10-K Summary

None.

81

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on

its behalf by the undersigned, thereunto duly authorized, on the 18th day of February, 2021.

SIGNATURES

  THE TRADE DESK, INC.

  By:  

/s/ BLAKE J. GRAYSON
Blake J. Grayson
Chief Financial Officer

POWER OF ATTORNEY

KNOW ALL PERSONS BY THESE PRESENTS, that each person whose signature appears below constitutes and appoints Jeff T. Green and Blake
J. Grayson, jointly and severally, as his or her true and lawful attorneys-in-fact and agents, with full power of substitution and resubstitution, for him or her
and in his or her name, place and stead, in any and all capacities, to sign any and all amendments to this Annual Report on Form 10-K, and to file the same,
with all exhibits thereto, and other documents in connection therewith, with the Securities and Exchange Commission, granting unto said attorneys-in-fact
and agents, and each of them, full power and authority to do and perform each and every act and thing requisite and necessary to be done in connection
therewith, as fully to all intents and purposes as he or she might or could do in person, hereby ratifying and confirming that all said attorneys-in-fact and
agents, or any of them or their or his or her substitute or substitutes, may lawfully do or cause to be done by virtue hereof.

Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the

registrant and in the capacities and on the dates indicated.

Signature

/s/ JEFF T. GREEN
Jeff T. Green

Title

   Chief Executive Officer, Director (principal
  executive officer)

/s/ BLAKE J. GRAYSON
Blake J. Grayson

   Chief Financial Officer (principal financial
  officer and principal accounting officer)

Date

  February 18, 2021

  February 18, 2021

/s/ DAVID R. PICKLES
David R. Pickles

/s/ LISE J. BUYER
Lise J. Buyer

/s/ KATHRYN E. FALBERG
Kathryn E. Falberg

/s/ THOMAS FALK
Thomas Falk

/s/ ERIC B. PALEY
Eric B. Paley

/s/ GOKUL RAJARAM
Gokul Rajaram

/s/ DAVID B. WELLS
David B. Wells

   Chief Technology Officer, Director

  February 18, 2021

  Director

   Director

   Director

  Director

  Director

   Director

82

  February 18, 2021

  February 18, 2021

  February 18, 2021

  February 18, 2021

  February 18, 2021

  February 18, 2021

 
 
 
   
 
 
 
 
   
 
 
   
 
 
 
  
 
 
 
 
 
 
   
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
   
 
 
 
 
 
   
   
 
 
 
 
 
   
   
 
 
 
 
 
   
   
 
 
 
 
 
   
   
 
 
 
 
 
   
   
 
 
 
 
 
 
 
EXHIBIT 3.1

AMENDED AND RESTATED CERTIFICATE OF INCORPORATION

OF

THE TRADE DESK, INC.

follows:

A.

B.

C.

The Trade Desk, Inc., a corporation organized and existing under the laws of the State of Delaware, hereby certifies as

The name of the corporation is The Trade Desk, Inc.  The corporation’s original Certificate of Incorporation was filed
with the Secretary of State of the State of Delaware on November 12, 2009.

This  Amended  and  Restated  Certificate  of  Incorporation,  which  restates,  integrates  and  also  further  amends  the
provisions of the Certificate of Incorporation, as amended and restated from time to time prior to the date hereof, was
duly  authorized  and  adopted  by  the  Corporation’s  Board  of  Directors  and  stockholders  in  accordance  with  the
provisions of Sections 242 and 245 of the Delaware General Corporation Law.

The Corporation’s Certificate of Incorporation, as amended and restated from time to time prior to the date hereof, is
hereby amended, integrated and restated in its entirety to read as follows:

The name of this corporation is The Trade Desk, Inc. (the “Corporation”).

ARTICLE II 

ARTICLE I 

The address of the registered office of the Corporation in the State of Delaware is 251 Little Falls Drive, in the City of
Wilmington, County of New Castle, 19808 and the name of its registered agent at such address is Corporation Service Company.

ARTICLE III 

The  purpose  of  the  Corporation  is  to  engage  in  any  lawful  act  or  activity  for  which  a  corporation  may  be  organized

under the General Corporation Law of the State of Delaware (the “General Corporation Law”).

ARTICLE IV 

A.

Classes  of  Stock.    The  Corporation  is  authorized  to  issue  shares  of  capital  stock  designated,  respectively,
“Class A Common Stock,” “Class B Common Stock” and “Preferred Stock.” The total number of shares of capital stock that the
Corporation is authorized to issue is 1,195,000,000 shares, consisting of: 1,000,000,000 shares of Class A Common Stock, par
value $0.000001 per share (the “Class A Common Stock”), 95,000,000 shares of Class B Common Stock, par value $0.000001
per share (the “Class B Common Stock”, and together with the Class A Common Stock, the “Common Stock”) and 100,000,000
shares of Preferred Stock, par value $0.000001 per share (the “Preferred Stock”).

 
 
 
B.

Preferred  Stock.    The  Board  of  Directors  of  the  Corporation  (the  “Board  of  Directors”)  is  authorized,
subject to any limitations prescribed by law, to provide out of the unissued shares of Preferred Stock for the issuance of shares of
Preferred Stock in one or more series, and by filing a certificate pursuant to the applicable law of the State of Delaware (such
certificate being hereinafter referred to as a “Preferred Stock Designation”), to establish from time to time the number of shares
to  be  included  in  each  such  series,  and  to  fix  the  voting  powers,  full  or  limited,  or  no  voting  powers  and  the  designation,
preferences and relative, participating, optional or other special rights of the shares of each such series and any qualifications,
limitations or restrictions thereof.  The powers, preferences and relative, participating, optional and other special rights of each
series of Preferred Stock, and the qualifications, limitations or restrictions thereof, if any, may differ from those of any and all
other series at any time outstanding.  The number of authorized shares of Preferred Stock may be increased or decreased (but not
below the number of shares thereof then outstanding) by the affirmative vote of the holders of a majority of the voting power of
all of the outstanding shares of stock of the Corporation entitled to vote thereon irrespective of the provisions of Section 242(b)
(2)  of  the  General  Corporation  Law,  unless  a  vote  of  any  holders  of  Preferred  Stock  is  required  pursuant  to  the  terms  of  this
Amended and Restated Certificate of Incorporation (the “Restated Certificate”) (including any Preferred Stock Designation).

C.

Common  Stock.    The  relative  powers,  preferences  and  rights,  and  the  qualifications,  limitations  and
restrictions  thereof,  granted  to  or  imposed  on  the  shares  of  the  Class A  Common  Stock  and  Class  B  Common  Stock  are  as
follows:

1.

Voting Rights.

(a)

General  Right  to  Vote  Together;  Exception.    Except  as  otherwise  expressly  provided
herein or required by applicable law, the holders of Class A Common Stock and Class B Common Stock shall vote together as
one class on all matters submitted to a vote of the stockholders; provided, however, the number of authorized shares of Class A
Common  Stock  or  Class  B  Common  Stock  may  be  increased  or  decreased  (but  not  below  the  number  of  shares  thereof  then
outstanding) by the affirmative vote of the holders of a majority of the voting power of the stock of the Corporation entitled to
vote,  irrespective  of  the  provisions  of  Section  242(b)(2)  of  the  General  Corporation  Law,  and  no  vote  of  the  holders  of  the
Class  A  Common  Stock  or  Class  B  Common  Stock  voting  separately  as  a  class  shall  be  required  therefor.  Notwithstanding
anything to the contrary set forth herein, the holders of Class A Common Stock and Class B Common Stock shall not be entitled
to vote on any amendment to this Restated Certificate (including any Preferred Stock Designation) that relates solely to the terms
of  one  or  more  outstanding  series  of  Preferred  Stock  if  the  holders  of  such  affected  series  are  entitled,  either  separately  or
together with the holders of one or more other such series, to vote thereon pursuant to this Restated Certificate (including any
Preferred Stock Designation) or pursuant to the General Corporation Law.

Votes  Per  Share.    Except  as  otherwise  expressly  provided  herein  or  required  by
applicable  law,  on  any  matter  that  is  submitted  to  a  vote  of  the  stockholders,  each  holder  of  Class A  Common  Stock  shall  be
entitled to one (1) vote for each such share, and each holder of Class B Common Stock shall be entitled to ten (10) votes for each
such share.

(b)

2

 
 
Identical  Rights.    Except  as  otherwise  expressly  provided  herein  or  required  by  applicable  law,
shares of Class A Common Stock and Class B Common Stock shall have the same rights and privileges and rank equally, share
ratably and be identical in all respects as to all matters, including, without limitation:

2.

(a)

Dividends and Distributions.  Shares of Class A Common Stock and Class B Common
Stock  shall  be  treated  equally,  identically  and  ratably,  on  a  per  share  basis,  with  respect  to  the  declaration  and  payment  or
distribution of any Distribution paid or distributed by the Corporation, unless different treatment of the shares of each such class
is approved in advance by the affirmative vote of the holders of a majority of the outstanding shares of Class A Common Stock
and  Class  B  Common  Stock,  each  voting  separately  as  a  class;  provided,  however,  that,  subject  to  Section  C.3(f)  of  this
Article IV, in the event a Distribution is paid in the form of Class A Common Stock or Class B Common Stock (or Rights to
acquire  such  stock),  then  holders  of  Class A  Common  Stock  shall  receive  Class A  Common  Stock  (or  Rights  to  acquire  such
stock, as the case may be), and holders of Class B Common Stock shall receive Class B Common Stock (or Rights to acquire
such  stock,  as  the  case  may  be),  with  holders  of  Class A  Common  Stock  and  Class  B  Common  Stock  receiving  an  identical
number of shares of Class A Common Stock or Class B Common Stock (or Rights to acquire such stock, as the case may be) and,
in  such  case,  no  approval  of  the  holders  of  Class A  Common  Stock  and  Class  B  Common  Stock  voting  separately  as  a  class
pursuant to this Section 2.1 shall be required.

(b)

Subdivision,  Combination  or  Reclassification.    If  the  Corporation  in  any  manner
subdivides, combines or reclassifies the outstanding shares of Class A Common Stock or Class B Common Stock, the outstanding
shares of the other such class shall be proportionately subdivided, combined or reclassified concurrently therewith in a manner
that  maintains  the  same  proportionate  equity  ownership  between  the  holders  of  the  outstanding  Class A  Common  Stock  and
Class B Common Stock on the effective date for such subdivision, combination or reclassification, unless different treatment of
the shares of each such class is approved in advance by the affirmative vote of the holders of a majority of the outstanding shares
of Class A Common Stock and Class B Common Stock, each voting separately as a class.

(c)

Equal  Treatment  in  a  Change  of  Control  Transaction  or  Merger  or  Consolidation.    In
connection  with  any  Change  of  Control  Transaction,  shares  of  Class A  Common  Stock  and  Class  B  Common  Stock  shall  be
treated  equally,  identically  and  ratably,  on  a  per  share  basis,  with  respect  to  any  consideration  into  which  such  shares  are
converted or any consideration paid or otherwise distributed to stockholders of the Corporation, unless different treatment of the
shares of each such class is approved in advance by the affirmative vote of the holders of a majority of the outstanding shares of
Class A  Common  Stock  and  Class  B  Common  Stock,  each  voting  separately  as  a  class.   Any  merger  or  consolidation  of  the
Corporation with or into any other entity, or any other transaction having an effect on stockholders substantially similar to that
resulting from a consolidation or merger, in each case which is not a Change of Control Transaction, shall require approval by the
affirmative vote of the holders of a majority of the outstanding shares of Class A Common Stock and Class B Common Stock,
each voting separately as a class, unless (i) the shares of Class A Common Stock and Class B Common Stock remain outstanding
and no other consideration is received in respect thereof or (ii) such shares are converted on a pro rata basis into shares of the
surviving or parent entity in such transaction having substantially identical rights to the shares of Class A Common Stock and
Class B Common Stock, respectively.

3

 
 
3.

Conversion of Class B Common Stock.

(a)

Voluntary  Conversion.    Each  one  (1)  share  of  Class  B  Common  Stock  shall  be
convertible into one (1) share of Class A Common Stock at the option of the holder thereof at any time.  Each holder of Class B
Common Stock who elects to convert the same into shares of Class A Common Stock shall surrender the certificate or certificates
therefor (if any), duly endorsed, at the office of the Corporation or any transfer agent for the Class A Common Stock or Class B
Common Stock, and shall give written notice to the Corporation at such office that such holder elects to convert the same and
shall  state  therein  the  number  of  shares  of  Class  B  Common  Stock  being  converted  and  the  name  or  names  in  which  the
certificate or certificates representing the shares of Class A Common Stock issued upon such conversion are to be issued or the
name or names in which such shares are to be registered in book-entry form.  Thereupon the Corporation shall (1) if such shares
are  certificated,  promptly  issue  and  deliver  at  such  office  to  such  holder,  or  to  the  nominee  or  nominees  of  such  holder,  a
certificate  or  certificates  for  the  number  of  shares  of  Class  A  Common  Stock  to  which  such  holder  is  entitled  upon  such
conversion or (2) if such shares are uncertificated, register such shares in book-entry form.  Such conversion shall be deemed to
have been made immediately prior to the close of business on the date of, if such shares are certificated, such surrender of the
certificate or certificates representing the shares of Class B Common Stock to be converted or, if such shares are uncertificated,
then upon the written notice of such holder’s election to convert by this Section 3(a).  The person or persons entitled to receive
the shares of Class A Common Stock issuable upon such conversion shall be treated for all purposes as the record holder of such
shares of Class A Common Stock on such date.

(b)

Automatic  Conversion.    Each  one  (1)  share  of  Class  B  Common  Stock  shall
automatically,  without  any  further  action  on  the  part  of  the  Corporation  or  the  holder  thereof,  convert  into  one  (1)  share  of
Class A Common Stock upon a Transfer of such share of Class B Common Stock; provided that no such automatic conversion
shall  occur  in  the  case  of  a  Transfer  by  a  Class  B  Stockholder  to  any  of  the  persons  or  entities  listed  in  clauses  (i)  through
(vi) below (each, a “Permitted Transferee”) and from any such Permitted Transferee back to such Class B Stockholder and/or
any other Permitted Transferee established by or for such Class B Stockholder:

(i)

a  trust  for  the  benefit  of  such  Class  B  Stockholder  or  persons  other  than  the
Class B Stockholder so long as the Class B Stockholder has sole dispositive power and exclusive Voting Control with respect to
the shares of Class B Common Stock held by such trust; provided such Transfer does not involve any payment of cash, securities,
property or other consideration (other than an interest in such trust) to the Class B Stockholder and, provided, further, that in the
event such Class B Stockholder no longer has sole dispositive power and exclusive Voting Control with respect to the shares of
Class  B  Common  Stock  held  by  such  trust,  each  share  of  Class  B  Common  Stock  then  held  by  such  trust  shall  automatically
convert into one (1) fully paid and nonassessable share of Class A Common Stock;

a  trust  under  the  terms  of  which  such  Class  B  Stockholder  has  retained  a
“qualified interest” within the meaning of § 2702(b)(1) of the Internal Revenue Code and/or a reversionary interest so long as the
Class  B  Stockholder  has  sole  dispositive  power  and  exclusive  Voting  Control  with  respect  to  the  shares  of  Class  B  Common
Stock held by such trust; provided, however, that in the event the Class B Stockholder no longer has sole dispositive power

(ii)

4

 
 
and  exclusive  Voting  Control  with  respect  to  the  shares  of  Class  B  Common  Stock  held  by  such  trust,  each  share  of  Class  B
Common Stock then  held  by  such  trust  shall  automatically  convert  into  one  (1) fully paid and nonassessable share of Class A
Common Stock;

(iii)

an Individual Retirement Account, as defined in Section 408(a) of the Internal
Revenue Code, or a pension, profit sharing, stock bonus or other type of plan or trust of which such Class B Stockholder is a
participant or beneficiary and which satisfies the requirements for qualification under Section 401 of the Internal Revenue Code;
provided that in each case such Class B Stockholder has sole dispositive power and exclusive Voting Control with respect to the
shares  of  Class  B  Common  Stock  held  in  such  account,  plan  or  trust,  and  provided,  further,  that  in  the  event  the  Class  B
Stockholder no longer has sole dispositive power and exclusive Voting Control with respect to the shares of Class B Common
Stock  held  by  such  account,  plan  or  trust,  each  share  of  Class  B  Common  Stock  then  held  by  such  trust  shall  automatically
convert into one (1) fully paid and nonassessable share of Class A Common Stock;

(iv)

a corporation in which such Class B Stockholder directly, or indirectly through
one  or  more  Permitted  Transferees,  owns  shares  with  sufficient  Voting  Control  in  the  corporation,  or  otherwise  has  legally
enforceable rights, such that the Class B Stockholder retains sole dispositive power and exclusive Voting Control with respect to
the  shares  of  Class  B  Common  Stock  held  by  such  corporation;  provided  that  in  the  event  the  Class  B  Stockholder  no  longer
owns sufficient shares or no longer has sufficient legally enforceable rights to ensure that the Class B Stockholder retains sole
dispositive power and exclusive Voting Control with respect to the shares of Class B Common Stock held by such corporation,
each  share  of  Class  B  Common  Stock  then  held  by  such  corporation  shall  automatically  convert  into  one  (1)  fully  paid  and
nonassessable share of Class A Common Stock;

(v)

a partnership in which such Class B Stockholder directly, or indirectly through
one or more Permitted Transferees, owns partnership interests with sufficient Voting Control in the partnership, or otherwise has
legally  enforceable  rights,  such  that  the  Class  B  Stockholder  retains  sole  dispositive  power  and  exclusive  Voting  Control  with
respect to the shares of Class B Common Stock held by such partnership; provided that in the event the Class B Stockholder no
longer  owns  sufficient  partnership  interests  or  no  longer  has  sufficient  legally  enforceable  rights  to  ensure  that  the  Class  B
Stockholder  retains  sole  dispositive  power  and  exclusive  Voting  Control  with  respect  to  the  shares  of  Class  B  Common  Stock
held by such partnership, each share of Class B Common Stock then held by such partnership shall automatically convert into
one (1) fully paid and nonassessable share of Class A Common Stock; or

(vi)

a  limited  liability  company  in  which  such  Class  B  Stockholder  directly,  or
indirectly through one or more Permitted Transferees, owns membership interests with sufficient Voting Control in the limited
liability company, or otherwise has legally enforceable rights, such that the Class B Stockholder retains sole dispositive power
and  exclusive  Voting  Control  with  respect  to  the  shares  of  Class  B  Common  Stock  held  by  such  limited  liability  company;
provided  that  in  the  event  the  Class  B  Stockholder  no  longer  owns  sufficient  membership  interests  or  no  longer  has  sufficient
legally enforceable rights to ensure that the Class B Stockholder retains sole dispositive power and exclusive Voting Control with
respect to the shares of Class B Common Stock held by such limited liability company, each share of Class B

5

 
 
Common Stock then held by such limited liability company shall automatically convert into one (1) fully paid and nonassessable
share  of  Class A  Common  Stock.  Any  certificate  representing  shares  of  Class  B  Common  Stock  shall  bear  a  legend  that  the
shares represented by such certificates are subject to the restrictions on transferability set forth in this Section 3(b).

(c)

Final Conversion of Class B Common Stock.  On the Final Conversion Date, each one
(1)  issued  share  of  Class  B  Common  Stock  shall  automatically,  without  any  further  action  by  the  holder  thereof  or  the
Corporation, convert into one (1) share of Class A Common Stock.  Following such conversion, the reissuance of all shares of
Class B Common Stock shall be prohibited, and such shares shall be retired and cancelled in accordance with Section 243 of the
General Corporation Law and the filing of the certificate with the Secretary of State of the State of Delaware required thereby,
and upon the effectiveness of such certificate, if the retired shares constitute all of the authorized shares of the Class B Common
Stock, the certificate shall have the effect of eliminating all references to the Class B Common Stock in this Restated Certificate. 
Upon conversion of Class B Common Stock into Class A Common Stock on the Final Conversion Date, all rights of holders of
shares  of  Class  B  Common  Stock  shall  cease  and  (a)  if  such  shares  are  certificated,  the  person  or  persons  in  whose  name  or
names the certificate or certificates representing the shares of Class A Common Stock are to be issued or (b) if such shares are not
certificated,  the  person  registered  as  the  owner  of  such  shares  in  book-entry  form  shall  be  treated  for  all  purposes  as  having
become the record holder or holders of such shares of Class A Common Stock.

(d)

Procedures.    The  Corporation  may,  from  time  to  time,  establish  such  policies  and
procedures relating to the conversion of the Class B Common Stock to Class A Common Stock and the general administration of
this  dual  class  stock  structure  in  accordance  with  the  provisions  of  this  Restated  Certificate,  including  the  issuance  of  stock
certificates with respect thereto, as it may deem necessary or advisable, and may from time to time request that holders of shares
of Class B Common Stock furnish certifications, affidavits or other proof to the Corporation as it deems necessary to verify the
ownership  of  Class  B  Common  Stock  and  to  confirm  that  a  conversion  to  Class  A  Common  Stock  has  not  occurred.    A
determination  by  the  Board  of  Directors  of  the  Corporation  that  a  Transfer  has  resulted  or  will  result  in  a  conversion  of  the
Class B Common Stock to Class A Common Stock shall be conclusive and binding.

Immediate Effect.  In the event of a conversion of shares of Class B Common Stock to
shares of Class A Common Stock pursuant to this Section 3, such conversion(s) shall be deemed to have been made at the time
that the Transfer of shares occurred or, in the case of Section C.3(c) hereof, upon the Final Conversion Date.

(e)

(f)

Effect  of  Conversion  on  Payment  of  Dividends.    Notwithstanding  anything  to  the
contrary set forth herein, if the date on which any share of Class B Common Stock is converted into Class A Common Stock
occurs after the record date for the determination of the holders of Class B Common Stock entitled to receive any Distribution to
be paid to on the shares of Class B Common Stock, the holder of such shares of Class B Common Stock as of such record date
will be entitled to receive such Distribution on such payment date; provided, however, that notwithstanding any other provision
of this Restated Certificate, to the extent that any such Distribution is payable in shares of Class B Common Stock (or Rights to
acquire such stock), such Distribution shall, to the fullest extent permitted by applicable law, be deemed to have been

6

 
 
declared, and shall be payable in, shares of Class A Common Stock (or Rights to acquire such stock) and no shares of Class B
Common Stock (or Rights to acquire such stock) shall be issued in payment thereof.

Reservation of Stock.  The Corporation shall at all times reserve and keep available out
of its authorized but unissued shares of Class A Common Stock, solely for the purpose of effecting the conversion of the shares of
Class B Common Stock, such number of its shares of Class A Common Stock as shall from time to time be sufficient to effect the
conversion of all outstanding shares of Class B Common Stock into shares of Class A Common Stock.

(g)

D.

No Further Issuances.  Except for the issuance of Class B Common Stock issuable upon exercise of Rights
outstanding  at  the  Effective  Time,  the  reclassification  of  shares  of  Class  B  Common  Stock  into  a  greater  or  lesser  number  of
shares of Class B Common Stock or as a dividend payable in accordance with Article IV, Section C.2(a), the Corporation shall
not at any time after the Effective Time issue any additional shares of Class B Common Stock, unless such issuance is approved
by the affirmative vote of the holders of a majority of the outstanding shares of Class B Common Stock.

ARTICLE V

The  following  terms,  where  capitalized  in  this  Restated  Certificate,  shall  have  the  meanings  ascribed  to  them  in  this

Article V:

“Change  of  Control  Transaction”  means  (i)  the  sale,  lease,  exchange,  or  other  disposition  (other  than  liens  and
encumbrances created in the ordinary course of business, including liens or encumbrances to secure indebtedness for borrowed
money that are approved by the Board of Directors, so long as no foreclosure occurs in respect of any such lien or encumbrance)
of all or substantially all of the Corporation’s property and assets (which shall for such purpose include the property and assets of
any direct or indirect subsidiary of the Corporation), provided that any sale, lease, exchange or other disposition of property or
assets exclusively between or among the Corporation and any direct or indirect subsidiary or subsidiaries of the Corporation shall
not  be  deemed  a  “Change  of  Control  Transaction”;  (ii)  the  merger,  consolidation,  business  combination,  or  other  similar
transaction of the Corporation with any other entity, other than a merger, consolidation, business combination, or other similar
transaction  that  would  result  in  the  voting  securities  of  the  Corporation  outstanding  immediately  prior  thereto  continuing  to
represent (either by remaining outstanding or by being converted into voting securities of the surviving entity or its parent) more
than fifty percent (50%) of the total voting power represented by the voting securities of the Corporation (or the surviving entity
or its parent) and more than fifty percent (50%) of the total number of outstanding shares of the Corporation’s capital stock (or
the  surviving  entity  or  its  parent),  in  each  case  as  outstanding  immediately  after  such  merger,  consolidation,  business
combination, or other similar transaction, and the stockholders of the Corporation immediately prior to the merger, consolidation,
business  combination,  or  other  similar  transaction  own  voting  securities  of  the  Corporation,  the  surviving  entity  or  its  parent
immediately  following  the  merger,  consolidation,  business  combination,  or  other  similar  transaction  in  substantially  the  same
proportions (vis a vis each other) as such stockholders owned the voting securities of the Corporation immediately prior to the
transaction; or (iii) the recapitalization, liquidation, dissolution, or other similar transaction involving the Corporation, other than
a recapitalization,

7

 
 
liquidation,  dissolution,  or  other  similar  transaction  that  would  result  in  the  voting  securities  of  the  Corporation  outstanding
immediately prior thereto continuing to represent (either by remaining outstanding or being converted into voting securities of the
surviving entity or its parent) more than fifty percent (50%) of the total voting power represented by the voting securities of the
Corporation (or the surviving entity or its parent) and more than fifty percent (50%) of the total number of outstanding shares of
the  Corporation’s  capital  stock  (or  the  surviving  entity  or  its  parent),  in  each  case  as  outstanding  immediately  after  such
recapitalization, liquidation, dissolution or other similar transaction, and the stockholders of the Corporation immediately prior to
the recapitalization, liquidation, dissolution or other similar transaction own voting securities of the Corporation, the surviving
entity or its parent immediately following the recapitalization, liquidation, dissolution or other similar transaction in substantially
the same proportions (vis a vis each other) as such stockholders owned the voting securities of the Corporation immediately prior
to the transaction.

“Class B Stockholder” means (i) the registered holder of a share of Class B Common Stock at the Effective Time and
(ii) the initial registered holder of any shares of Class B Common Stock that are originally issued by the Corporation after the
Effective Time.

“Distribution” means (i) any dividend or distribution of cash, property or shares of the Corporation’s capital stock; and
(ii)  any  distribution  following  or  in  connection  with  any  liquidation,  dissolution  or  winding  up  of  the  Corporation,  either
voluntary or involuntary.

“Effective Time” means 9:00 a.m. (Eastern Daylight Time) on September 26, 2016.

“Exchange Act” means the United States Securities Exchange Act of 1934, as amended.

“Final Conversion Date” means 5:00 p.m. in New York City, New York on the first Trading Day falling on or after the
earliest of:  (i) the fifth year anniversary of the date on which this Restated Certificate is filed with the Office of the Secretary of
State of the State of Delaware and becomes effective; (ii) such date and time as determined by the Board of Directors following
the first date on which Jeff Green is none of the following: (a) chief executive officer of the Corporation, (b) president of the
Corporation or (c) chairman of the Board of Directors; and (iii) a date specified by the holders of at least sixty-six and two-thirds
percent (66 2/3%) of the outstanding shares of Class B Common Stock in the notice required by Section C.3(a) of Article IV.

“Rights”  means  any  option,  warrant,  conversion  right  or  contractual  right  of  any  kind  to  acquire  shares  of  the

Corporation’s authorized but unissued capital stock.

“Securities  Exchange”  means,  at  any  time,  the  registered  national  securities  exchange  on  which  the  Corporation’s
equity securities are then principally listed or traded, which shall be either the New York Stock Exchange or NASDAQ Global
Market (or similar national quotation system of the NASDAQ Stock Market) (“NASDAQ”) or any successor exchange of either
the New York Stock Exchange or NASDAQ.

“SEC” means the Securities and Exchange Commission.

“Trading Day” means any day on which the Securities Exchange is open for trading.

8

 
 
“Transfer” of a share of Class B Common Stock shall mean any sale, assignment, transfer, conveyance, hypothecation
or other transfer or disposition of such share or any legal or beneficial interest in such share, whether or not for value and whether
voluntary or involuntary or by operation of law.  A “Transfer” shall also include, without limitation, (i) a transfer of a share of
Class B Common Stock to a broker or other nominee (regardless of whether or not there is a corresponding change in beneficial
ownership) or (ii) the transfer of, or entering into a binding agreement with respect to, Voting Control over a share of Class B
Common Stock by proxy or otherwise; provided, however, that the following shall not be considered a “Transfer”: (a) the grant of
a proxy to officers or directors of the Corporation at the request of the Board of Directors in connection with actions to be taken
at  an  annual  or  special  meeting  of  stockholders;  (b)  entering  into  a  voting  trust,  agreement  or  arrangement  (with  or  without
granting a proxy) solely with stockholders who are holders of Class B Common Stock that (A) is disclosed either in a Schedule
13D filed with the Securities and Exchange Commission or in writing to the Secretary of the Corporation, (B) either has a term
not  exceeding  one  year  or  is  terminable  by  the  holder  of  the  shares  subject  thereto  at  any  time  and  (C)  does  not  involve  any
payment  of  cash,  securities,  property  or  other  consideration  to  the  holder  of  the  shares  subject  thereto  other  than  the  mutual
promise  to  vote  shares  in  a  designated  manner;  or  (c)  the  fact  that,  as  of  the  Effective  Time  or  at  any  time  after  the  Effective
Time,  the  spouse  of  any  holder  of  Class  B  Common  Stock  possesses  or  obtains  an  interest  in  such  holder’s  shares  of  Class  B
Common Stock arising solely by reason of the application of the community property laws of any jurisdiction, so long as no other
event or circumstance shall exist or have occurred that constitutes a “Transfer” of such shares of Class B Common Stock.

“Voting Control” with respect to a share of Class B Common Stock means the exclusive power (whether directly or

indirectly) to vote or direct the voting of such share of Class B Common Stock by proxy, voting agreement or otherwise.

ARTICLE VI

A.

Board Size.  Subject to the rights of the holders of any series of Preferred Stock to elect additional directors
under specified circumstances, the total number of authorized directors constituting the Board of Directors (the “Whole Board”)
shall  be  fixed  from  time  to  time  exclusively  by  the  Board  of  Directors  pursuant  to  a  resolution  adopted  by  a  majority  of  the
Whole Board.

B.

Classified Board.  The directors (other than those directors elected by the holders of any series of Preferred
Stock provided for or fixed pursuant to the provisions of this Restated Certificate (the “Preferred Stock Directors”)) shall be and
are divided into three classes designated as Class I, Class II and Class III, respectively (the “Classified Board”).  Each class shall
consist, as nearly as may be possible, of one third of the Whole Board.  The Board of Directors is authorized to assign members
of the Board of Directors already in office to such classes of the Classified Board, which assignments shall become effective at
the  same  time  the  Classified  Board  becomes  effective.    The  initial  term  of  office  of  the  Class  I  directors  shall  expire  at  the
Corporation’s first annual meeting of stockholders following the Effective Time, the initial term of office of the Class II directors
shall  expire  at  the  Corporation’s  second  annual  meeting  of  stockholders  following  the  Effective  Time,  and  the  initial  term  of
office  of  the  Class  III  directors  shall  expire  at  the  Corporation’s  third  annual  meeting  of  stockholders  following  the  Effective
Time.  At each

9

 
 
annual  meeting  of  stockholders  following  the  Effective  Time,  directors  elected  to  succeed  those  directors  of  the  class  whose
terms then expire shall be elected for a term of office to expire at the third succeeding annual meeting of stockholders after their
election.  In case of any increase or decrease, from time to time, in the number of directors (other than Preferred Stock Directors)
in each class shall be apportioned as nearly equal as possible.

C.

Term;  Removal.    Each  director  shall  hold  office  until  the  annual  meeting  of  stockholders  at  which  such
director’s  term  expires  and  until  such  director’s  successor  is  duly  elected  and  qualified,  or  until  such  director’s  earlier  death,
resignation, disqualification or removal.  Except for Preferred Stock Directors, directors may be removed only for cause and only
by the affirmative vote of the holders of sixty-six and two-thirds percent (66 2/3%) of the voting power of the then-outstanding
shares of capital stock of the Corporation entitled to vote generally in the election of directors, voting together as a single class.

D.

Vacancies and Newly Created Directorships.  Subject to the special rights of the holders of any series of
Preferred  Stock  to  elect  directors,  any  vacancy  occurring  in  the  Board  of  Directors  for  any  cause,  and  any  newly  created
directorship resulting from any increase in the authorized number of directors, shall be filled only by the affirmative vote of a
majority of the directors then in office, even if less than a quorum, or by a sole remaining director, and not by the stockholders
unless the Board of Directors otherwise directs.  Any director elected in accordance with the preceding sentence shall hold office
for a term expiring at the annual meeting of stockholders at which the term of office of such director’s class expires and until
such  director’s  successor  is  duly  elected  and  qualified,  or  until  such  director’s  earlier  death,  resignation,  disqualification  or
removal.  No decrease in the authorized number of directors shall shorten the term of any incumbent director.

E.

Class A Directors.  Notwithstanding anything to the contrary set forth herein, during the period beginning on
the  date  that  the  Corporation  publicly  announces  the  class  of  the  first  director  to  serve  in  a  Class  A  Director  Seat  (as  defined
below)  and  ending  on  the  Final  Conversion  Date  (or,  if  earlier,  on  the  date  that  no  shares  of  Class  B  Common  Stock  remain
issued  and  outstanding),  the  holders  of  Class A  Common  Stock,  voting  as  a  separate  class,  shall  have  the  right  to  elect  two
directors  to  the  Classified  Board;  provided  that  if  the  Whole  Board  consists  of  eight  or  fewer  directors,  then  the  holders  of
Class A Common Stock, voting as a separate class, shall have the right to elect one director to the Classified Board.  Any seat
filled by any director contemplated by the previous sentence is referred to as a “Class A Director Seat.”  A director serving in a
Class A Director Seat shall be assigned to such class as the Board shall determine from time to time and the class of the first
director  to  serve  in  a  Class  A  Director  Seat  shall  be  publicly  announced  by  the  Corporation  prior  to  the  mailing  of  the  proxy
statement for the 2021 annual meeting.  Any vacancy or newly created directorship occurring for any reason in a Class A Director
Seat shall be filled only by the affirmative vote of a majority of the directors then in office, even if less than a quorum, or by a
sole remaining director, and not by the stockholders unless the Board of Directors otherwise directs.  All Class A Director Seats
shall  be  eliminated  on  the  Final  Conversion  Date  (or,  if  earlier,  on  the  date  that  no  shares  of  Class  B  Common  Stock  remain
issued and outstanding), and any director then serving in a Class A Director Seat shall hold office until the annual meeting of
stockholders at which the term of office of such director’s class expires and until such director’s successor is duly elected and
qualified, or until such director’s earlier death, resignation, disqualification or removal pursuant to Section C of this Article VI.

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ARTICLE VII

The  following  provisions  are  inserted  for  the  management  of  the  business  and  the  conduct  of  the  affairs  of  the
Corporation,  and  for  further  definition,  limitation  and  regulation  of  the  powers  of  the  Corporation  and  of  its  directors  and
stockholders:

A.

Board Power.  The business and affairs of the Corporation shall be managed by or under the direction of the
Board  of  Directors.    Except  as  otherwise  expressly  delegated  by  the  Board  of  Directors  pursuant  to  a  resolution  adopted  by  a
majority of the Whole Board, the Board of Directors shall have the exclusive power and authority to appoint and remove officers
of the Corporation.

B.

Written Ballot.  Elections of directors need not be by written ballot unless otherwise provided in the Bylaws

of the Corporation.

C.

Amendment  of  Bylaws.    In  furtherance  and  not  in  limitation  of  the  powers  conferred  by  the  General
Corporation Law, the Board of Directors is expressly authorized to adopt, amend or repeal the Bylaws of the Corporation.  In
addition to any vote of the holders of any class or series of stock of the Corporation required by applicable law or by this Restated
Certificate  (including  any  Preferred  Stock  Designation  in  respect  of  one  or  more  series  of  Preferred  Stock),  the  adoption,
amendment or repeal of the Bylaws of the Corporation by the stockholders of the Corporation shall require the affirmative vote of
the holders of at least sixty-six and two-thirds percent (66 2/3%) of the voting power of the outstanding shares of stock of the
Corporation entitled to vote thereon, voting together as a single class.

D.

Special Meetings.    Special  meetings  of  the  stockholders  of  the  Corporation  may  be  called  only  by  (i)  the
Board of Directors pursuant to a resolution adopted by a majority of the Whole Board; (ii) the chairman of the Board of Directors
(or in the event of co-chairmen, either co-chairman); (iii) the chief executive officer of the Corporation; or (iv) the president of
the  Corporation  (in  the  event  there  is  no  chief  executive  officer  of  the  Corporation).    In  addition,  special  meetings  of  the
stockholders of the Corporation shall be called by the Secretary of the Corporation upon a request made in accordance with the
Bylaws of the Corporation by one or more stockholders of record who own, or who are acting on behalf of beneficial owners who
own, in the aggregate, at least 20% of the outstanding shares of Common Stock (as calculated in accordance with the Bylaws of
the Corporation) on the record date determined pursuant to the Bylaws of the Corporation and who each have owned at least such
number of shares included in such aggregate amount continuously from the date that is one year prior to such record date through
the  date  of  the  conclusion  of  the  special  meeting  so  requested.    Other  than  as  provided  in  this  Section  D  of  this  Article  VII,
special meetings of the stockholders of the Corporation may not be called by any other person or persons.

E.

Stockholder  Action  by  Written  Consent.    Subject  to  the  special  rights  of  the  holders  of  any  series  of
Preferred Stock, prior to the first date on which the outstanding shares of Class B Common Stock represent less than 50% of the
total voting power represented by the voting securities of the Corporation, any action required or permitted to be taken by the
stockholders of the Corporation must be effected at a duly called annual or special meeting of stockholders of the Corporation
and may not be effected by any consent in writing by such stockholders in lieu of a meeting.

11

 
 
 
F.

No Cumulative Voting.  No stockholder will be permitted to cumulate votes at any election of directors.

G.

Advance Notice of Stockholder Nominations.  Advance notice of stockholder nominations for the election
of  directors  and  of  other  business  proposed  to  be  brought  by  stockholders  before  any  meeting  of  the  stockholders  of  the
Corporation shall be given in the manner provided in the Bylaws of the Corporation.

ARTICLE VIII

A.

Director  Exculpation.    To  the  maximum  extent  permitted  by  the  General  Corporation  Law,  as  the  same
exists  or  as  may  hereafter  be  amended,  a  director  of  the  Corporation  shall  not  be  personally  liable  to  the  Corporation  or  its
stockholders for monetary damages for breach of fiduciary duty as a director.  If the General Corporation Law is amended after
approval by the stockholders of this Article VIII to authorize corporate action further eliminating or limiting the personal liability
of directors, then the liability of a director of the Corporation shall be eliminated or limited to the fullest extent permitted by the
General Corporation Law as so amended, automatically and without further action, upon the date of such amendment.

B.

Indemnification.

The Corporation, to the fullest extent permitted by law, shall indemnify and advance expenses to any person made or
threatened to be made a party to an action, suit or proceeding, whether criminal, civil, administrative or investigative, by reason
of the fact that he or she, or his or her testator or intestate, is or was a director or officer of the Corporation or any predecessor of
the  Corporation,  or  serves  or  served  at  any  other  enterprise  as  a  director  or  officer  at  the  request  of  the  Corporation  or  any
predecessor to the Corporation.

The Corporation, to the fullest extent permitted by law, may indemnify and advance expenses to any person made or
threatened to be made a party to an action, suit or proceeding, whether criminal, civil, administrative or investigative, by reason
of the fact that he or she, or his or her testator or intestate is or was an employee or agent of the Corporation or any predecessor of
the  Corporation,  or  serves  or  served  at  any  other  enterprise  as  an  employee  or  agent  at  the  request  of  the  Corporation  or  any
predecessor to the Corporation.

C.

Vested Rights.  Neither any amendment nor repeal of this Article VIII, nor the adoption by amendment of
this  Restated  Certificate  of  any  provision  inconsistent  with  this  Article  VIII,  shall  eliminate  or  reduce  the  effect  of  this
Article VIII in respect of any matter occurring, or any action or proceeding accruing or arising (or that, but for this Article VIII,
would accrue or arise) prior to such amendment, repeal or adoption of an inconsistent provision.

Unless the Corporation consents in writing to the selection of an alternative forum, the Court of Chancery of the State
of Delaware shall to the fullest extent permitted by law be the sole and exclusive forum for (i) any derivative action or proceeding
brought on behalf of the Corporation; (ii) any action asserting a claim of breach of a fiduciary duty owed by any director, officer,
other employee or stockholder of the Corporation to the Corporation or the Corporation’s

ARTICLE IX 

12

 
 
stockholders; (iii) any action asserting a claim arising pursuant to any provision of the General Corporation Law, the Restated
Certificate  or  the  Bylaws  of  the  Corporation  or  as  to  which  the  General  Corporation  Law  confers  jurisdiction  on  the  Court  of
Chancery of the State of Delaware; or (iv) any action asserting a claim governed by the internal affairs doctrine.  Any person or
entity purchasing or otherwise acquiring or holding any interest in shares of capital stock of the Corporation shall be deemed to
have notice of and to have consented to the provisions of this Article IX.

ARTICLE X 

The Corporation reserves the right at any time, and from time to time, to amend, alter, change or repeal any provision
contained in this Restated Certificate, and other provisions authorized by the laws of the State of Delaware at the time in force
may be added or inserted, in the manner now or hereafter prescribed by statute, and all rights, preferences and privileges of any
nature  conferred  upon  stockholders,  directors  or  any  other  persons  herein  are  granted  subject  to  this  reservation;  provided,
however,  that,  notwithstanding  any  other  provision  of  this  Restated  Certificate  or  any  provision  of  law  that  might  otherwise
permit a lesser vote or no vote, but in addition to any vote of the holders of any class or series of the stock of this Corporation
required  by  law  or  by  this  Restated  Certificate,  the  affirmative  vote  of  the  holders  of  at  least  sixty-six  and  two-thirds  percent
(66 2/3%) of the voting power of the outstanding shares of stock of the Corporation entitled to vote thereon, voting together as a
single  class,  shall  be  required  to  amend  or  repeal,  or  adopt  any  provision  of  this  Restated  Certificate  inconsistent  with,
ARTICLE VI, ARTICLE VII, ARTICLE VIII, ARTICLE IX or this ARTICLE X of this Restated Certificate.

IN WITNESS WHEREOF, this Restated Certificate of Incorporation has been signed on behalf of the Corporation by

its duly authorized officer on December 22, 2020.

* * *

THE TRADE DESK, INC.

By:

 /s/ Jeff T. Green
Name: Jeff T. Green
Title: Chief Executive Officer

13

 
 
 
 
 
 
 
 
 
AMENDED AND RESTATED BYLAWS
OF
THE TRADE DESK, INC.

(a Delaware corporation)

EXHIBIT 3.2

ARTICLE I. CORPORATE OFFICES

1.1 REGISTERED OFFICE
1.2 OTHER OFFICES

ARTICLE II. MEETINGS OF STOCKHOLDERS

2.1 PLACE OF MEETINGS
2.2 ANNUAL MEETING
2.3 SPECIAL MEETING
2.4 ADVANCE NOTICE PROCEDURES FOR BUSINESS BROUGHT BEFORE A MEETING
2.5 ADVANCE NOTICE PROCEDURES FOR NOMINATIONS OF DIRECTORS
2.6 NOTICE OF STOCKHOLDERS’ MEETINGS
2.7 MANNER OF GIVING NOTICE; AFFIDAVIT OF NOTICE
2.8 QUORUM
2.9 ADJOURNED MEETING; NOTICE
2.10 CONDUCT OF BUSINESS
2.11 VOTING
2.12 NO STOCKHOLDER ACTION BY WRITTEN CONSENT WITHOUT A MEETING
2.13 RECORD DATE FOR STOCKHOLDER NOTICE; VOTING; GIVING CONSENTS
2.14 PROXIES
2.15 LIST OF STOCKHOLDERS ENTITLED TO VOTE
2.16 INSPECTORS OF ELECTION

ARTICLE III. DIRECTORS

3.1 POWERS
3.2 NUMBER OF DIRECTORS
3.3 ELECTION, QUALIFICATION AND TERM OF OFFICE OF DIRECTORS
3.4 RESIGNATION AND VACANCIES
3.5 PLACE OF MEETINGS; MEETINGS BY TELEPHONE
3.6 REGULAR MEETINGS
3.7 SPECIAL MEETINGS; NOTICE
3.8 QUORUM
3.9 BOARD ACTION BY WRITTEN CONSENT WITHOUT A MEETING
3.10 FEES AND COMPENSATION OF DIRECTORS
3.11 REMOVAL OF DIRECTORS

ARTICLE IV. COMMITTEES

4.1 COMMITTEES OF DIRECTORS
4.2 COMMITTEE MINUTES
4.3 MEETINGS AND ACTION OF COMMITTEES

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ARTICLE V. OFFICERS

5.1 OFFICERS
5.2 APPOINTMENT OF OFFICERS
5.3 SUBORDINATE OFFICERS
5.4 REMOVAL AND RESIGNATION OF OFFICERS
5.5 VACANCIES IN OFFICES
5.6 REPRESENTATION OF SHARES OF OTHER CORPORATIONS
5.7 AUTHORITY AND DUTIES OF OFFICERS

ARTICLE VI. RECORDS AND REPORTS

6.1 MAINTENANCE AND INSPECTION OF RECORDS
6.2 INSPECTION BY DIRECTORS

ARTICLE VII. GENERAL MATTERS

7.1 EXECUTION OF CORPORATE CONTRACTS AND INSTRUMENTS
7.2 STOCK CERTIFICATES; PARTLY PAID SHARES
7.3 SPECIAL DESIGNATION ON CERTIFICATES
7.4 LOST CERTIFICATES
7.5 CONSTRUCTION; DEFINITIONS
7.6 DIVIDENDS
7.7 FISCAL YEAR
7.8 SEAL
7.9 TRANSFER OF STOCK
7.10 STOCK TRANSFER AGREEMENTS
7.11 REGISTERED STOCKHOLDERS
7.12 WAIVER OF NOTICE

ARTICLE VIII. NOTICE BY ELECTRONIC TRANSMISSION

8.1 NOTICE BY ELECTRONIC TRANSMISSION
8.2 DEFINITION OF ELECTRONIC TRANSMISSION

ARTICLE IX. INDEMNIFICATION

9.1 INDEMNIFICATION OF DIRECTORS AND OFFICERS
9.2 INDEMNIFICATION OF OTHERS
9.3 PREPAYMENT OF EXPENSES
9.4 DETERMINATION; CLAIM
9.5 NON-EXCLUSIVITY OF RIGHTS
9.6 INSURANCE
9.7 OTHER INDEMNIFICATION
9.8 CONTINUATION OF INDEMNIFICATION
9.9 AMENDMENT OR REPEAL

ARTICLE X. AMENDMENTS

-ii-

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AMENDED AND RESTATED BYLAWS
OF
THE TRADE DESK, INC.

1.1

REGISTERED OFFICE

ARTICLE I. CORPORATE OFFICES

The  registered  office  of  The  Trade  Desk,  Inc.  (the  “Corporation”)  shall  be  fixed  in  the  Corporation’s  certificate  of

incorporation, as the same may be amended and/or restated from time to time (the “certificate of incorporation”).

1.2

OTHER OFFICES

The Corporation’s board of directors (the “Board”) may at any time establish other offices at any place or places where

the Corporation is qualified to do business.

ARTICLE II. MEETINGS OF STOCKHOLDERS

2.1

PLACE OF MEETINGS

Meetings of stockholders shall be held at any place, within or outside the State of Delaware, designated by the Board.
The Board may, in its sole discretion, determine that a meeting of stockholders shall not be held at any place, but may instead be
held solely by means of remote communication as authorized by Section 211(a)(2) of the General Corporation Law of the State
of Delaware (the “DGCL”). In the absence of any such designation or determination, stockholders’ meetings shall be held at the
Corporation’s principal executive office.

2.2

ANNUAL MEETING

The Board shall designate the date and time of the annual meeting. At the annual meeting, directors shall be elected and

other proper business properly brought before the meeting in accordance with Section 2.4 may be transacted.

2.3

SPECIAL MEETING

(i)

A special meeting of the stockholders of the Corporation may be called at any time only by (a) the
Board pursuant to a resolution adopted by a majority of the Whole Board; (b) the chairman of the Board (or in the event of co-
chairmen, either co‑chairman); (c) the chief executive officer; or (d) the president (in the absence of a chief executive officer).  In
addition,  special  meetings  of  the  stockholders  of  the  Corporation  shall  be  called  by  the  secretary  of  the  Corporation  upon  a
request  made  in  accordance  with  this  Section  2.3  by  one  or  more  persons  who  own,  in  the  aggregate,  at  least  20%  of  the
aggregate number of outstanding shares of Class A Common Stock and Class B Common Stock on the Ownership Record Date
(as defined below) and who each have owned at least such number of shares included in such aggregate amount

 
 
 
 
 
 
 
 
 
 
 
continuously from the date that is one year prior to the Ownership Record Date through the date of the conclusion of the special
meeting so requested (a meeting called in accordance with this clause (e), a “Stockholder Requested Meeting”).  Other than as
provided in this Section 2.3(i), special meetings of the stockholders of the Corporation may not be called by any other person or
persons.    For  purposes  of  these  bylaws,  “Whole  Board”  shall  mean  the  total  number  of  authorized  directors  constituting  the
Board whether or not there exist any vacancies or other unfilled seats in previously authorized directorships.

(ii)

For purposes of Section 2.3(i):

(a)

A person is deemed to “own” only those outstanding shares of stock of the Corporation
as to which such person holds the title directly or that such person is deemed to own by virtue of title being held by a nominee,
custodian or other agent of such person pursuant to Rule 200(b) of the Exchange Act (as defined below) (as such rule is in effect
on  the  date  on  which  the  Corporation’s  bylaws  were  first  amended  to  include  this  Section  2.3(ii)(a)),  and,  in  each  case,  as  to
which  such  person  possesses  both:    (A)  the  full  voting  and  investment  authority  pertaining  to  the  shares;  and  (B)  the  full
economic  interest  in  (including  the  opportunity  for  profit  and  risk  of  loss  on)  the  shares,  except  that  the  number  of  shares
calculated  in  accordance  with  the  foregoing  clauses  (A)  and  (B)  shall  not  include  any  shares  (x)  sold  by  such  person  in  any
transaction that has not been settled or closed, (y) borrowed by the person for any purposes or purchased by the person pursuant
to an agreement to resell, including, without limitation, any “short position” as defined in Rule 14e‑4(a) of the Exchange Act (as
such  rule  is  in  effect  on  the  date  on  which  the  Corporation’s  bylaws  were  first  amended  to  include  this  Section  2.3(ii)(a))  or
(z) subject to any option, warrant, forward contract, swap, contract of sale, or other derivative or similar agreement entered into
by  the  person,  whether  the  instrument  or  agreement  is  to  be  settled  with  shares  or  with  cash  based  on  the  notional  amount  or
value of outstanding shares of stock of the Corporation, if the instrument or agreement has, or is intended to have, or if exercised
would have, the purpose or effect of (i) reducing in any manner, to any extent or at any time in the future the person’s full right to
vote or direct the voting of the shares and/or (ii) hedging, offsetting or altering to any degree any gain or loss arising from the full
economic ownership of the shares by the person.

A  person’s  ownership  of  shares  is  deemed  to  continue  during  any  period  in  which  the
person  has  delegated  any  voting  power  by  means  of  a  proxy,  power  of  attorney,  or  other  instrument  or  arrangement  that  is
revocable at any time by the person.

(b)

(iii)

Any person seeking to request the calling of a Stockholder Requested Meeting may first request
that the Board fix a record date to determine the persons entitled to request a special meeting (such record date, the “Ownership
Record  Date”)  by  delivering  or  mailing  notice  to  the  secretary  of  the  Corporation  at  the  principal  executive  offices  of  the
Corporation. The Board may fix the Ownership Record Date, which shall not precede, and shall not be more than 10 days after,
the date upon which the resolution fixing the Ownership Record Date is adopted by the Board. If no such notice is given or if the
Board does not, within 10 days of the secretary’s receipt of such notice, adopt a resolution fixing the Ownership Record Date, the
Ownership Record Date shall be the date that the first request to call a special meeting is received by the secretary with respect to
the proposed business to be conducted at a special meeting.

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Meeting must:

(iv)

To  be  validly  made  in  accordance  with  these  bylaws,  a  request  for  a  Stockholder  Requested

be  delivered  to,  or  mailed  and  received  by,  the  secretary  of  the  Corporation  at  the
principal  executive  offices  of  the  Corporation  during  the  period  commencing  on  the  date  that  is  30  days  after  the  date  of  the
conclusion of the most recent annual meeting and ending on the date that is 120 days prior to the one-year anniversary of the date
of the conclusion of the most recent annual meeting;

(a)

the second sentence of Section 2.3(i);

(b)

set forth any information necessary to verify the satisfaction of the conditions set forth in

(c)

set forth, as to each record stockholder (unless such record stockholder is acting solely as
a  nominee  for  a  beneficial  owner),  each  beneficial  owner,  if  any,  directing  a  record  stockholder  to  sign  such  request  and  each
other person on whose behalf such beneficial owner or record stockholder is acting, other than persons who have provided such
request solely in response to any form of public solicitation for such requests (any such beneficial owner, record stockholder or
other person, a “Disclosing Party”), the information required to be disclosed by a Proposing Person pursuant to Section 2.4(iii)
(a)–(c) of these bylaws;

set forth, with respect to each nomination, if any, of a director for election to the Board
proposed to be made at such special meeting, the information required to be disclosed pursuant to Section 2.5(iii)(a)–(c) of these
bylaws and the information and materials required under Section 2.5(vi) of these bylaws;

(d)

applicable law; and

(e)

not relate to an item of business that is not a proper subject for stockholder action under

(f)

be updated and supplemented, if necessary, so that the information provided or required
to be provided pursuant to this Section 2.3(iv) is true and correct as of the record date for notice of the meeting and as of the date
that is 10 business days prior to the meeting or any adjournment or postponement thereof, with such update and supplement being
delivered to, or mailed and received by, the secretary at the principal executive offices of the Corporation not later than 5 business
days  after  the  record  date  for  notice  of  the  meeting  (in  the  case  of  the  update  and  supplement  required  to  be  made  as  of  such
record  date),  and  not  later  than  8  business  days  prior  to  the  date  for  the  meeting  or,  if  practicable,  any  adjournment  or
postponement  thereof  (and,  if  not  practicable,  on  the  first  practicable  date  prior  to  the  date  to  which  the  meeting  has  been
adjourned  or  postponed)  (in  the  case  of  the  update  and  supplement  required  to  be  made  as  of  10  business  days  prior  to  the
meeting or any adjournment or postponement thereof).

(v)

A Stockholder Requested Meeting shall be held at such date, time and place, if any, as the Board
shall fix; provided, however, that the date of any such special meeting shall be not more than 90 days after the request for such
special meeting is made in accordance with this Section 2.3; provided further that the Board shall have discretion to determine
whether or not to proceed with such special meeting if before or after such special meeting is noticed the requirements of this
Section 2.3 do not remain satisfied (including if requests for such Stockholder

-3-

Requested Meeting are revoked such that the conditions set forth in the second sentence of Section 2.3(i) do not remain satisfied).

(vi)

No business may be transacted at such special meeting other than the business specified in such
notice  to  stockholders,  which,  in  the  case  of  a  Stockholder  Requested  Meeting,  may  include  any  other  matters  that  the  Board
determines to include therein. Nothing contained in this Section 2.3 shall be construed as limiting, fixing, or affecting the time
when a meeting of stockholders called by action of the Board may be held.

(vii)

As used in this Section 2.3, “person” shall mean (a) an individual, a corporation, a partnership, a
limited liability company, an association, a joint stock company, a trust, a business trust, a government or political subdivision,
any unincorporated organization, or any other association or entity including any successor (by merger or otherwise) thereof or
thereto, and (b) a “group” as that term is used for purposes of Section 13(d)(3) of the Exchange Act.  The term “person” shall also
include all “affiliates” thereof, as such term is defined in Rule 12b-2 of the Exchange Act.

2.4

ADVANCE NOTICE PROCEDURES FOR BUSINESS BROUGHT BEFORE A MEETING

(i)

At an annual meeting of the stockholders, only such business shall be conducted as shall have been
properly brought before the meeting. To be properly brought before an annual meeting, business must be (a) specified in a notice
of  meeting  given  by  or  at  the  direction  of  the  Board,  (b)  if  not  specified  in  a  notice  of  meeting,  otherwise  brought  before  the
meeting by or at the direction of the Board or the chairman of the Board (or in the event of co-chairmen, either co-chairman), or
(c)  otherwise  properly  brought  before  the  meeting  by  a  stockholder  present  in  person  who  (A)  (1)  was  a  beneficial  owner  of
shares of the Corporation both at the time of giving the notice provided for in this Section 2.4 and at the time of the meeting,
(2) is entitled to vote at the meeting and (3) has complied with this Section 2.4 in all applicable respects, or (B) properly made
such  proposal  in  accordance  with  Rule  14a-8  under  the  Securities  Exchange  Act  of  1934,  as  amended,  and  the  rules  and
regulations  promulgated  thereunder  (as  so  amended  and  inclusive  of  such  rules  and  regulations,  the  “Exchange  Act”).  The
foregoing clause (c) shall be the exclusive means for a stockholder to propose business to be brought before an annual meeting of
the stockholders. The only matters that may be brought before a special meeting are the matters specified in the notice of meeting
given by or at the direction of the person calling the meeting pursuant to Section 2.3 of these bylaws; provided that, in the case of
a  Stockholder  Requested  Meeting,  for  any  matter  specified  in  such  notice  pursuant  to  a  request  made  in  accordance  with
Section 2.3 of these bylaws, such matter may only be brought before such Stockholder Requested Meeting by a Disclosing Party
present  in  person  who  made  or  directed  such  request.  Any  determination  by  the  Board  regarding  the  satisfaction  of  the
requirements  set  forth  in  Section  2.3,  Section  2.4  and  Section  2.5  of  these  bylaws  shall  be  binding  on  the  Corporation  and  its
stockholders. Stockholders shall not be permitted to propose business to be brought before a special meeting of the stockholders
that  is  not  a  Stockholder  Requested  Meeting.  For  purposes  of  Sections  2.4  and  2.5,  “present  in  person”  shall  mean  that  the
stockholder proposing that the business be brought before the annual meeting of the Corporation, or, if the proposing stockholder
is  not  an  individual,  a  qualified  representative  of  such  proposing  stockholder,  appear  at  such  annual  meeting.  A  “qualified
representative” of such proposing stockholder shall be, if such proposing

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stockholder is (x) a general or limited partnership, any general partner or person who functions as a general partner of the general
or  limited  partnership  or  who  controls  the  general  or  limited  partnership,  (y) a  corporation  or  a  limited  liability  company,  any
officer  or  person  who  functions  as  an  officer  of  the  corporation  or  limited  liability  company  or  any  officer,  director,  general
partner or person who functions as an officer, director or general partner of any entity ultimately in control of the corporation or
limited liability company or (z) a  trust,  any  trustee  of  such  trust.  Stockholders  seeking  to  nominate  persons  for  election  to  the
Board  must  comply  with  Section  2.5  of  these  bylaws,  and  this  Section  2.4  shall  not  be  applicable  to  nominations  except  as
expressly provided in Section 2.5 of these bylaws.

(ii)

Without  qualification,  for  business  to  be  properly  brought  before  an  annual  meeting  by  a
stockholder,  the  stockholder  must  (a)  provide  Timely  Notice  (as  defined  below)  thereof  in  writing  and  in  proper  form  to  the
secretary of the Corporation and (b) provide any updates or supplements to such notice at the times and in the forms required by
this  Section  2.4.  To  be  timely,  a  stockholder’s  notice  must  be  delivered  to,  or  mailed  and  received  at,  the  principal  executive
offices  of  the  Corporation  not  less  than  ninety  (90)  days  nor  more  than  one  hundred  twenty  (120)  days  prior  to  the  one-year
anniversary of the preceding year’s annual meeting; provided, however, that if the date of the annual meeting is more than thirty
(30)  days  before  or  more  than  sixty  (60)  days  after  such  anniversary  date,  notice  by  the  stockholder  to  be  timely  must  be  so
delivered, or mailed and received, not later than the ninetieth (90th) day prior to such annual meeting or, if later, the tenth (10th)
day following the day on which public disclosure of the date of such annual meeting was first made (such notice within such time
periods, “Timely Notice”). In no event shall any adjournment or postponement of an annual meeting or the announcement thereof
commence a new time period for the giving of Timely Notice as described above.

set forth:

(iii)

To be in proper form for purposes of this Section 2.4, a stockholder’s notice to the secretary shall

(a)

As  to  each  Proposing  Person  (as  defined  below),  (A)  the  name  and  address  of  such
Proposing Person (including, if applicable, the name and address that appear on the Corporation’s books and records); and (B) the
class  or  series  and  number  of  shares  of  the  Corporation  that  are,  directly  or  indirectly,  owned  of  record  or  beneficially  owned
(within the meaning of Rule 13d-3 under the Exchange Act) by such Proposing Person, except that such Proposing Person shall
in  all  events  be  deemed  to  beneficially  own  any  shares  of  any  class  or  series  of  the  Corporation  as  to  which  such  Proposing
Person has a right to acquire beneficial ownership at any time in the future (the disclosures to be made pursuant to the foregoing
clauses (A) and (B) are referred to as “Stockholder Information”);

(b)

As to each Proposing Person, (A) the full notional amount of any securities that, directly
or indirectly, underlie any “derivative security” (as such term is defined in Rule 16a-1(c) under the Exchange Act) that constitutes
a “call equivalent position” (as such term is defined in Rule 16a-1(b) under the Exchange Act) (“Synthetic Equity Position”) and
that is, directly or indirectly, held or maintained by such Proposing Person with respect to any shares of any class or series of
shares of the Corporation; provided that, for the purposes of the definition of “Synthetic Equity Position,” the term “derivative
security” shall also include any security or instrument that would not otherwise constitute a “derivative security” as a result of
any feature that would make any conversion, exercise or similar right or privilege of such security or

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instrument  becoming  determinable  only  at  some  future  date  or  upon  the  happening  of  a  future  occurrence,  in  which  case  the
determination  of  the  amount  of  securities  into  which  such  security  or  instrument  would  be  convertible  or  exercisable  shall  be
made assuming that such security or instrument is immediately convertible or exercisable at the time of such determination; and,
provided, further, that any Proposing Person satisfying the requirements of Rule 13d-1(b)(1) under the Exchange Act (other than
a Proposing Person that so satisfies Rule 13d-1(b)(1) under the Exchange Act solely by reason of Rule 13d-1(b)(1)(ii)(E)) shall
not be deemed to hold or maintain the notional amount of any securities that underlie a Synthetic Equity Position held by such
Proposing  Person  as  a  hedge  with  respect  to  a  bona  fide  derivatives  trade  or  position  of  such  Proposing  Person  arising  in  the
ordinary course of such Proposing Person’s business as a derivatives dealer, (B) any rights to dividends on the shares of any class
or  series  of  shares  of  the  Corporation  owned  beneficially  by  such  Proposing  Person  that  are  separated  or  separable  from  the
underlying shares of the Corporation, (C) (x) if such Proposing Person is (i) a general or limited partnership, syndicate or other
group,  the  identity  of  each  general  partner  and  each  person  who  functions  as  a  general  partner  of  the  general  or  limited
partnership, each member of the syndicate or group and each person controlling the general partner or member, (ii) a corporation
or  a  limited  liability  company,  the  identity  of  each  officer  and  each  person  who  functions  as  an  officer  of  the  corporation  or
limited liability company, each person controlling the corporation or limited liability company and each officer, director, general
partner and person who functions as an officer, director or general partner of any entity ultimately in control of the corporation or
limited liability company or (iii) a trust, any trustee of such trust (each such person or persons set forth in the preceding clauses
(i), (ii) and (iii), a “Responsible Person”), any fiduciary duties owed by such Responsible Person to the equity holders or other
beneficiaries of such Proposing Person and any material interests or relationships of such Responsible Person that are not shared
generally by other record or beneficial holders of the shares of any class or series of the Corporation and that reasonably could
have influenced the decision of such Proposing Person to propose such business to be brought before the meeting, and (y) if such
Proposing Person is a natural person, any material interests or relationships of such natural person that are not shared generally
by  other  record  or  beneficial  holders  of  the  shares  of  any  class  or  series  of  the  Corporation  and  that  reasonably  could  have
influenced the decision of such Proposing Person to propose such business to be brought before the meeting, (D) any material
shares  or  any  Synthetic  Equity  Position  in  any  principal  competitor  of  the  Corporation  in  any  principal  industry  of  the
Corporation held by such Proposing Persons, (E) a summary of any material discussions regarding the business proposed to be
brought before the meeting (x) between or among any of the Proposing Persons or (y) between or among any Proposing Person
and any other record or beneficial holder of the shares of any class or series of the Corporation (including their names), (F) any
material pending or threatened legal proceeding in which such Proposing Person is a party or material participant involving the
Corporation  or  any  of  its  officers  or  directors,  or  any  affiliate  of  the  Corporation,  (G)  any  other  material  relationship  between
such Proposing Person, on the one hand, and the Corporation, any affiliate of the Corporation or any principal competitor of the
Corporation,  on  the  other  hand,  (H)  any  direct  or  indirect  material  interest  in  any  material  contract  or  agreement  of  such
Proposing Person with the Corporation, any affiliate of the Corporation or any principal competitor of the Corporation (including,
in  any  such  case,  any  employment  agreement,  collective  bargaining  agreement  or  consulting  agreement)  and  (I)  any  other
information relating to such Proposing Person that would be required to be disclosed in a proxy statement or other filing required
to be made in connection with solicitations of proxies or consents by such Proposing Person in support of the business

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proposed to be brought before the meeting pursuant to Section 14(a) of the Exchange Act (the disclosures to be made pursuant to
the  foregoing  clauses  (A)  through  (I)  are  referred  to  as  “Disclosable  Interests”);  provided,  however,  that  Disclosable  Interests
shall not include any such disclosures with respect to the ordinary course business activities of any broker, dealer, commercial
bank, trust company or other nominee who is a Proposing Person solely as a result of being the stockholder directed to prepare
and submit the notice required by these bylaws on behalf of a beneficial owner; and

(c)

As  to  each  item  of  business  that  the  stockholder  proposes  to  bring  before  the  annual
meeting, (A) a brief description of the business desired to be brought before the annual meeting, the reasons for conducting such
business at the annual meeting and any material interest in such business of each Proposing Person, (B) the text of the proposal or
business (including the text of any resolutions proposed for consideration and in the event that such business includes a proposal
to amend the bylaws of the Corporation, the language of the proposed amendment), (C) a reasonably detailed description of all
agreements,  arrangements  and  understandings  between  or  among  any  of  the  Proposing  Persons  or  between  or  among  any
Proposing Person and any other person or entity (including their names) in connection with the proposal of such business by such
stockholder and (D) any other information relating to such item of business that would be required to be disclosed in a proxy
statement or other filing required to be made in connection with solicitations of proxies in support of the business proposed to be
brought before the meeting pursuant to Section 14(a) of the Exchange Act; provided, however, that the disclosures required by
this Section 2.4(iii) shall not include any disclosures with respect to any broker, dealer, commercial bank, trust company or other
nominee who is a Proposing Person solely as a result of being the stockholder directed to prepare and submit the notice required
by these bylaws on behalf of a beneficial owner.

(iv)

For  purposes  of  this  Section  2.4,  the  term  “Proposing  Person”  shall  mean  (a)  the  stockholder
providing the notice of business proposed to be brought before an annual meeting, (b) the beneficial owner or beneficial owners,
if different, on whose behalf the notice of the business proposed to be brought before the annual meeting is made and (c) any
participant  (as  defined  in  paragraphs  (a)(ii)-(vi)  of  Instruction  3  to  Item  4  of  Schedule  14A)  with  such  stockholder  in  such
solicitation or associate (within the meaning of Rule 12b-2 under the Exchange Act for the purposes of these bylaws) of such
stockholder or beneficial owner.

(v)

A  Proposing  Person  shall  update  and  supplement  its  notice  to  the  Corporation  of  its  intent  to
propose business at an annual meeting, if necessary, so that the information provided or required to be provided in such notice
pursuant to this Section 2.4 shall be true and correct as of the record date for notice of the meeting and as of the date that is ten
(10) business days prior to the meeting or any adjournment or postponement thereof, and such update and supplement shall be
delivered to, or mailed and received by, the secretary at the principal executive offices of the Corporation not later than five (5)
business days after the record date for notice of the meeting (in the case of the update and supplement required to be made as of
such record date), and not later than eight (8) business days prior to the date for the meeting or, if practicable, any adjournment or
postponement  thereof  (and,  if  not  practicable,  on  the  first  practicable  date  prior  to  the  date  to  which  the  meeting  has  been
adjourned or postponed) (in the case of the update and supplement required to be made as of ten (10) business days prior to the
meeting or any adjournment or postponement thereof).

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(vi)

Notwithstanding  anything  in  these  bylaws  to  the  contrary,  no  business  shall  be  conducted  at  an
annual meeting that is not properly brought before the meeting in accordance with this Section 2.4. The presiding officer of the
meeting shall, if the facts warrant, determine that the business was not properly brought before the meeting in accordance with
this Section 2.4, and if he or she should so determine, he or she shall so declare to the meeting and any such business not properly
brought before the meeting shall not be transacted.

(vii)

This Section 2.4 is expressly intended to apply to any business proposed to be brought before an
annual  meeting  of  stockholders,  other  than  any  proposal  made  in  accordance  with  Rule  14a-8  under  the  Exchange  Act  and
included in the Corporation’s proxy statement. In addition to the requirements of this Section 2.4 with respect to any business
proposed to be brought before an annual meeting, each Proposing Person shall comply with all applicable requirements of the
Exchange Act with respect to any such business. Nothing in this Section 2.4 shall be deemed to affect the rights of stockholders
to request inclusion of proposals in the Corporation’s proxy statement pursuant to Rule 14a-8 under the Exchange Act.

For  purposes  of  these  bylaws,  “public  disclosure”  shall  mean  disclosure  in  a  press  release
reported  by  a  national  news  service  or  in  a  document  publicly  filed  by  the  Corporation  with  the  Securities  and  Exchange
Commission pursuant to Sections 13, 14 or 15(d) of the Exchange Act.

(viii)

2.5

ADVANCE NOTICE PROCEDURES FOR NOMINATIONS OF DIRECTORS

(i)

Nominations of any person for election to the Board at an annual meeting or at a special meeting
(but only if the election of directors is a matter specified in the notice of meeting given by or at the direction of the person calling
such special meeting) may be made at such meeting only (a) by or at the direction of the Board, including by any committee or
persons authorized to do so by the Board or these bylaws, (b) by a stockholder present in person, as defined in Section 2.4, (A)
who was a beneficial owner of shares of the Corporation both at the time of giving the notice provided for in this Section 2.5 and
at the time of the meeting, (B) is entitled to vote at the meeting and (C) has complied with this Section 2.5 as to such notice and
nomination, or (c) in the case of a Stockholder Requested Meeting, by a Disclosing Party present in person who made or directed
a request for such meeting in accordance with Section 2.3 of these bylaws. The foregoing clause (b) shall be the exclusive means
for a stockholder to make any nomination of a person or persons for election to the Board at an annual meeting or special meeting
that is not a Stockholder Requested Meeting. The foregoing clause (c) shall be the exclusive means for a stockholder to make any
nomination of a person or persons for election to the Board at a Stockholder Requested Meeting.

(ii)

Without qualification, for a stockholder to make any nomination of a person or persons for election
to the Board at an annual meeting, the stockholder must (a) provide Timely Notice (as defined in Section 2.4(ii) of these bylaws)
thereof  in  writing  and  in  proper  form  to  the  secretary  of  the  Corporation,  (b)  provide  the  information  with  respect  to  such
stockholder and its proposed nominee as required by this Section 2.5, and (c) provide any updates or supplements to such notice
at the times and in the forms required by this Section 2.5. If the election of directors is a matter specified in the notice of meeting
given  by  or  at  the  direction  of  the  person  calling  a  special  meeting  that  is  not  a  Stockholder  Requested  Meeting,  then  for  a
stockholder to make any

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nomination  of  a  person  or  persons  for  election  to  the  Board  at  such  special  meeting,  the  stockholder  must  (a)  provide  Timely
Notice  thereof  in  writing  and  in  proper  form  to  the  secretary  of  the  Corporation  at  the  principal  executive  offices  of  the
Corporation, (b) provide the information with respect to such stockholder and its proposed nominee as required by this Section
2.5, and (c) provide any updates or supplements to such notice at the times and in the forms required by this Section 2.5. To be
timely, a stockholder’s notice for nominations to be made at a special meeting that is not a Stockholder Requested Meeting must
be  delivered  to,  or  mailed  and  received  at,  the  principal  executive  offices  of  the  Corporation  not  earlier  than  the  one  hundred
twentieth (120th) day prior to such special meeting and not later than the ninetieth (90th) day prior to such special meeting or, if
later, the tenth (10th) day following the day on which public disclosure (as defined in Section 2.4(viii) of these bylaws) of the
date of such special meeting was first made. In no event shall any adjournment or postponement of an annual meeting or special
meeting or the announcement thereof commence a new time period for the giving of a stockholder’s notice as described above.

set forth:

(iii)

To be in proper form for purposes of this Section 2.5, a stockholder’s notice to the secretary shall

As  to  each  Nominating  Person  (as  defined  below),  the  Stockholder  Information  (as
defined in Section 2.4(iii)(a) of these bylaws) except that for purposes of this Section 2.5, the term “Nominating Person” shall be
substituted for the term “Proposing Person” in all places it appears in Section 2.4(iii)(a);

(a)

As to each Nominating Person, any Disclosable Interests (as defined in Section 2.4(iii)
(b),  except  that  for  purposes  of  this  Section  2.5  the  term  “Nominating  Person”  shall  be  substituted  for  the  term  “Proposing
Person”  in  all  places  it  appears  in  Section  2.4(iii)(b)  and  the  disclosure  with  respect  to  the  business  to  be  brought  before  the
meeting in Section 2.4(iii)(b) shall be made with respect to the election of directors at the meeting);

(b)

(c)

As  to  each  person  whom  a  Nominating  Person  proposes  to  nominate  for  election  as  a
director,  (A)  all  information  with  respect  to  such  proposed  nominee  that  would  be  required  to  be  set  forth  in  a  stockholder’s
notice  pursuant  to  this  Section  2.5  if  such  proposed  nominee  were  a  Nominating  Person,  (B)  all  information  relating  to  such
proposed nominee that is required to be disclosed in a proxy statement or other filings required to be made in connection with
solicitations  of  proxies  for  election  of  directors  in  a  contested  election  pursuant  to  Section  14(a)  under  the  Exchange  Act
(including  such  proposed  nominee’s  written  consent  to  being  named  in  the  proxy  statement  as  a  nominee  and  to  serving  as  a
director if elected), (C) a description of any direct or indirect material interest in any material contract or agreement between or
among  any  Nominating  Person,  on  the  one  hand,  and  each  proposed  nominee  or  his  or  her  respective  associates  or  any  other
participants  in  such  solicitation,  on  the  other  hand,  including,  without  limitation,  all  information  that  would  be  required  to  be
disclosed pursuant to Item 404 under Regulation S-K if such Nominating Person were the “registrant” for purposes of such rule
and  the  proposed  nominee  were  a  director  or  executive  officer  of  such  registrant  (the  disclosures  to  be  made  pursuant  to  the
foregoing  clauses  (A)  through  (C)  are  referred  to  as  “Nominee  Information”),  and  (D)  a  completed  and  signed  questionnaire,
representation and agreement as provided in Section 2.5(vi); and

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The  Corporation  may  require  any  proposed  nominee  to  furnish  such  other  information
(A)  as  may  reasonably  be  required  by  the  Corporation  to  determine  the  eligibility  of  such  proposed  nominee  to  serve  as  an
independent director of the Corporation in accordance with the Corporation’s Corporate Governance Guidelines or (B) that could
be material to a reasonable stockholder’s understanding of the independence or lack of independence of such proposed nominee.

(d)

(iv)

For  purposes  of  this  Section  2.5,  the  term  “Nominating  Person”  shall  mean  (a)  the  stockholder
providing  the  notice  of  the  nomination  proposed  to  be  made  at  the  meeting,  (b)  the  beneficial  owner  or  beneficial  owners,  if
different, on whose behalf the notice of the nomination proposed to be made at the meeting is made and (c) any associate of such
stockholder or beneficial owner or any other participant in such solicitation.

(v)

A stockholder providing notice of any nomination proposed to be made at a meeting shall further
update  and  supplement  such  notice,  if  necessary,  so  that  the  information  provided  or  required  to  be  provided  in  such  notice
pursuant to this Section 2.5 shall be true and correct as of the record date for notice of the meeting and as of the date that is ten
(10) business days prior to the meeting or any adjournment or postponement thereof, and such update and supplement shall be
delivered to, or mailed and received by, the secretary at the principal executive offices of the Corporation not later than five (5)
business days after the record date for notice of the meeting (in the case of the update and supplement required to be made as of
such record date), and not later than eight (8) business days prior to the date for the meeting or, if practicable, any adjournment or
postponement  thereof  (and,  if  not  practicable,  on  the  first  practicable  date  prior  to  the  date  to  which  the  meeting  has  been
adjourned or postponed) (in the case of the update and supplement required to be made as of ten (10) business days prior to the
meeting or any adjournment or postponement thereof).

(vi)

To be eligible to be a nominee for election as a director of the Corporation at an annual or special
meeting, the proposed nominee must be nominated in the manner prescribed in Section 2.5 and must deliver (in accordance with
the time period prescribed for delivery in a notice to such proposed nominee given by or on behalf of the Board), to the secretary
at  the  principal  executive  offices  of  the  Corporation,  (a)  a  completed  written  questionnaire  (in  a  form  provided  by  the
Corporation) with respect to the background, qualifications, stock ownership and independence of such proposed nominee and
(b) a written representation and agreement (in form provided by the Corporation) that such proposed nominee (A) is not and, if
elected as a director during his or her term of office, will not become a party to (1) any agreement, arrangement or understanding
with,  and  has  not  given  and  will  not  give  any  commitment  or  assurance  to,  any  person  or  entity  as  to  how  such  proposed
nominee, if elected as a director of the Corporation, will act or vote on any issue or question (a “Voting Commitment”) or (2) any
Voting Commitment that could limit or interfere with such proposed nominee’s ability to comply, if elected as a director of the
Corporation, with such proposed nominee’s fiduciary duties under applicable law, (B) is not, and will not become a party to, any
agreement,  arrangement  or  understanding  with  any  person  or  entity  other  than  the  Corporation  with  respect  to  any  direct  or
indirect compensation or reimbursement for service as a director and (C) if elected as a director of the Corporation, will comply
with all applicable corporate governance, conflict of interest, confidentiality, stock ownership and trading and other policies and
guidelines  of  the  Corporation  applicable  to  directors  and  in  effect  during  such  person’s  term  in  office  as  a  director  (and,  if
requested by any proposed

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nominee, the secretary of the Corporation shall provide to such proposed nominee all such policies and guidelines then in effect).

In addition to the requirements of this Section 2.5 with respect to any nomination proposed to be
made at a meeting, each Proposing Person shall comply with all applicable requirements of the Exchange Act with respect to any
such nominations.

(vii)

(viii)

No  proposed  nominee  shall  be  eligible  for  nomination  as  a  director  of  the  Corporation  unless
such  proposed  nominee  and  the  Nominating  Person  seeking  to  place  such  proposed  nominee’s  name  in  nomination  have
complied  with  this  Section  2.5,  as  applicable.  The  presiding  officer  at  the  meeting  shall,  if  the  facts  warrant,  determine  that  a
nomination was not properly made in accordance with this Section 2.5, and if he or she should so determine, he or she shall so
declare such determination to the meeting, the defective nomination shall be disregarded and any ballots cast for the proposed
nominee in question (but in the case of any form of ballot listing other qualified nominees, only the ballots case for the nominee
in question) shall be void and of no force or effect.

2.6

NOTICE OF STOCKHOLDERS’ MEETINGS

Unless  otherwise  provided  by  law,  the  certificate  of  incorporation  or  these  bylaws,  the  notice  of  any  meeting  of
stockholders shall be sent or otherwise given in accordance with either Section 2.7 or Section 8.1 of these bylaws not less than
ten (10) nor more than sixty (60) days before the date of the meeting to each stockholder entitled to vote at such meeting. The
notice  shall  specify  the  place,  if  any,  date  and  hour  of  the  meeting,  the  means  of  remote  communication,  if  any,  by  which
stockholders and proxy holders may be deemed to be present in person and vote at such meeting, and, in the case of a special
meeting, the purpose or purposes for which the meeting is called.

2.7

MANNER OF GIVING NOTICE; AFFIDAVIT OF NOTICE

Notice of any meeting of stockholders shall be deemed given:

or its address as it appears on the Corporation’s records; or

(i)

if mailed, when deposited in the U.S. mail, postage prepaid, directed to the stockholder at his, her

(ii)

if electronically transmitted as provided in Section 8.1 of these bylaws.

An affidavit of the secretary or an assistant secretary of the Corporation or of the transfer agent or any other agent of
the Corporation that the notice has been given by mail or by a form of electronic transmission, as applicable, shall, in the absence
of fraud, be prima facie evidence of the facts stated therein.

2.8

QUORUM

Unless otherwise provided by law, the certificate of incorporation or these bylaws, the holders of a majority in voting
power of the stock issued and outstanding and entitled to vote, present in person, or by remote communication, if applicable, or
represented by proxy, shall constitute a quorum for the transaction of business at all meetings of the stockholders. If, however,

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a quorum is not present or represented at any meeting of the stockholders, then either (i) the chairman of the meeting or (ii) a
majority in voting power of the stockholders entitled to vote at the meeting, present in person, or by remote communication, if
applicable, or represented by proxy, shall have power to adjourn the meeting from time to time in the manner provided in Section
2.9  of  these  bylaws  until  a  quorum  is  present  or  represented.  At  such  adjourned  meeting  at  which  a  quorum  is  present  or
represented, any business may be transacted that might have been transacted at the meeting as originally noticed.

2.9

ADJOURNED MEETING; NOTICE

When a meeting is adjourned to another time or place, unless these bylaws otherwise require, notice need not be given
of  the  adjourned  meeting  if  the  time,  place,  if  any,  thereof,  and  the  means  of  remote  communications,  if  any,  by  which
stockholders and proxy holders may be deemed to be present in person and vote at such adjourned meeting are announced at the
meeting at which the adjournment is taken. At the adjourned meeting, the Corporation may transact any business which might
have been transacted at the original meeting. If the adjournment is for more than thirty (30) days, or if after the adjournment a
new record date is fixed for the adjourned meeting, a notice of the adjourned meeting shall be given to each stockholder of record
entitled to vote at the meeting.

2.10

CONDUCT OF BUSINESS

The chairman of any meeting of stockholders shall determine the order of business and the procedure at the meeting,

including such regulation of the manner of voting and the conduct of business.

2.11

VOTING

The stockholders entitled to vote at any meeting of stockholders shall be determined in accordance with the provisions
of  Section  2.13  of  these  bylaws,  subject  to  Section  217  (relating  to  voting  rights  of  fiduciaries,  pledgers  and  joint  owners  of
stock) and Section 218 (relating to voting trusts and other voting agreements) of the DGCL.

Except  as  may  be  otherwise  provided  in  the  certificate  of  incorporation  or  these  bylaws,  each  stockholder  shall  be

entitled to one (1) vote for each share of capital stock held by such stockholder.

At all duly called or convened meetings of stockholders, at which a quorum is present, for the election of directors, a
plurality of the votes cast shall be sufficient to elect a director. Except as otherwise provided by the certificate of incorporation,
these bylaws, the rules or regulations of any stock exchange applicable to the Corporation, or applicable law or pursuant to any
regulation applicable to the Corporation or its securities, all other elections and questions presented to the stockholders at a duly
called  or  convened  meeting,  at  which  a  quorum  is  present,  shall  be  decided  by  the  majority  of  the  votes  cast  affirmatively  or
negatively (excluding abstentions and broker non-votes) and shall be valid and binding upon the Corporation.

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2.12

NO STOCKHOLDER ACTION BY WRITTEN CONSENT WITHOUT A MEETING

Except as otherwise provided by the certificate of incorporation and subject to the rights of the holders of the shares of
any  series  of  preferred  stock  or  any  other  class  of  stock  or  series  thereof  having  a  preference  over  the  common  stock  as  to
dividends  or  upon  liquidation,  prior  to  the  first  date  on  which  the  outstanding  shares  of  Class  B  Common  Stock  of  the
Corporation represent less than 50% of the total voting power represented by the voting securities of the Corporation, any action
required  or  permitted  to  be  taken  by  the  stockholders  of  the  Corporation  must  be  effected  at  a  duly  called  annual  or  special
meeting of stockholders of the Corporation and may not be effected by any consent in writing by such stockholders.

2.13

RECORD DATE FOR STOCKHOLDER NOTICE; VOTING; GIVING CONSENTS

In  order  that  the  Corporation  may  determine  the  stockholders  entitled  to  notice  of  or  to  vote  at  any  meeting  of
stockholders or any adjournment thereof, or entitled to receive payment of any dividend or other distribution or allotment of any
rights, or entitled to exercise any rights in respect of any change, conversion or exchange of stock or for the purpose of any other
lawful action, the Board may fix, in advance, a record date, which record date shall not precede the date on which the resolution
fixing the record date is adopted and which shall not be more than sixty (60) nor less than ten (10) days before the date of such
meeting, nor more than sixty (60) days prior to any other such action.

If the Board does not so fix a record date:

The  record  date  for  determining  stockholders  entitled  to  notice  of  or  to  vote  at  a  meeting  of
stockholders shall be at the close of business on the day next preceding the day on which notice is given, or, if notice is waived,
at the close of business on the day next preceding the day on which the meeting is held.

(i)

on the day on which the Board adopts the resolution relating thereto.

(ii)

The record date for determining stockholders for any other purpose shall be at the close of business

A determination of stockholders of record entitled to notice of or to vote at a meeting of stockholders shall apply to any

adjournment of the meeting; provided, however, that the Board may fix a new record date for the adjourned meeting.

2.14

PROXIES

Each stockholder entitled to vote at a meeting of stockholders may authorize another person or persons to act for such
stockholder by proxy authorized by an instrument in writing or by a transmission permitted by law filed in accordance with the
procedure established for the meeting, but no such proxy shall be voted or acted upon after three (3) years from its date, unless
the proxy provides for a longer period. The revocability of a proxy that states on its face that it is irrevocable shall be governed
by the provisions of Section 212 of the DGCL. A proxy may be in the form of a telegram, cablegram or other means of electronic
transmission which sets forth or is submitted

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with information from which it can be determined that the telegram, cablegram or other means of electronic transmission was
authorized by the stockholder.

2.15

LIST OF STOCKHOLDERS ENTITLED TO VOTE

The officer who has charge of the stock ledger of the Corporation shall prepare and make, at least ten (10) days before
every meeting of stockholders, a complete list of the stockholders entitled to vote at the meeting, arranged in alphabetical order,
and  showing  the  address  of  each  stockholder  and  the  number  of  shares  registered  in  the  name  of  each  stockholder.  The
Corporation shall not be required to include electronic mail addresses or other electronic contact information on such list. Such
list shall be open to the examination of any stockholder, for any purpose germane to the meeting for a period of at least ten (10)
days prior to the meeting: (i) on a reasonably accessible electronic network, provided that the information required to gain access
to  such  list  is  provided  with  the  notice  of  the  meeting,  or  (ii)  during  ordinary  business  hours,  at  the  Corporation’s  principal
executive office. In the event that the Corporation determines to make the list available on an electronic network, the Corporation
may take reasonable steps to ensure that such information is available only to stockholders of the Corporation. If the meeting is to
be held at a place, then the list shall be produced and kept at the time and place of the meeting during the whole time thereof, and
may be inspected by any stockholder who is present. If the meeting is to be held solely by means of remote communication, then
the list shall also be open to the examination of any stockholder during the whole time of the meeting on a reasonably accessible
electronic network, and the information required to access such list shall be provided with the notice of the meeting. Such list
shall presumptively determine the identity of the stockholders entitled to vote at the meeting and the number of shares held by
each of them.

2.16

INSPECTORS OF ELECTION

Before any meeting of stockholders, the Board shall appoint an inspector or inspectors of election to act at the meeting
or its adjournment and make a written report thereof. The number of inspectors shall be either one (1) or three (3). If any person
appointed as inspector fails to appear or fails or refuses to act, then the chairman of the meeting may, and upon the request of any
stockholder or a stockholder’s proxy shall, appoint a person to fill that vacancy.

Such inspectors shall:

represented at the meeting, the existence of a quorum, and the authenticity, validity, and effect of proxies;

(i)

determine  the  number  of  shares  outstanding  and  the  voting  power  of  each,  the  number  of  shares

vote;

(ii)

(iii)

(iv)

(v)

receive votes or ballots;

hear and determine all challenges and questions in any way arising in connection with the right to

count and tabulate all votes;

determine when the polls shall close;

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(vi)

(vii)

stockholders.

determine the result; and

do  any  other  acts  that  may  be  proper  to  conduct  the  election  or  vote  with  fairness  to  all

The  inspectors  of  election  shall  perform  their  duties  impartially,  in  good  faith,  to  the  best  of  their  ability  and  as
expeditiously as is practical. If there are three (3) inspectors of election, the decision, act or certificate of a majority is effective in
all respects as the decision, act or certificate of all. Any report or certificate made by the inspectors of election is prima facie
evidence of the facts stated therein. The inspectors of election may appoint such persons to assist them in performing their duties
as they determine.

3.1

POWERS

ARTICLE III. DIRECTORS

Subject to the provisions of the DGCL and any limitations in the certificate of incorporation or these bylaws relating to
action required to be approved by the stockholders or by the outstanding shares, the business and affairs of the Corporation shall
be managed and all corporate powers shall be exercised by or under the direction of the Board.

3.2

NUMBER OF DIRECTORS

The  authorized  number  of  directors  shall  be  determined  from  time  to  time  by  resolution  of  the  Board,  provided  the
Board  shall  consist  of  at  least  one  (1)  member.  No  reduction  of  the  authorized  number  of  directors  shall  have  the  effect  of
removing any director before that director’s term of office expires.

3.3

ELECTION, QUALIFICATION AND TERM OF OFFICE OF DIRECTORS

Except as provided in Section 3.4 of these bylaws, each director, including a director elected to fill a vacancy, shall hold
office until the expiration of the term for which elected and until such director’s successor is elected and qualified or until such
director’s  earlier  death,  resignation  or  removal.  Directors  need  not  be  stockholders  unless  so  required  by  the  certificate  of
incorporation or these bylaws. The certificate of incorporation or these bylaws may prescribe other qualifications for directors.

If so provided in the certificate of incorporation, the directors of the Corporation shall be divided into three (3) classes.

3.4

RESIGNATION AND VACANCIES

Any  director  may  resign  at  any  time  upon  notice  given  in  writing  or  by  electronic  transmission  to  the  Corporation.
When one or more directors so resigns and the resignation is effective at a future date, a majority of the directors then in office,
including those who have so resigned, shall have power to fill such vacancy or vacancies, the vote thereon to take effect when
such resignation or resignations shall become effective, and each director so chosen shall hold office as provided in this section in
the filling of other vacancies.

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Unless otherwise provided in the certificate of incorporation or these bylaws, vacancies and newly created directorships
resulting from any increase in the authorized number of directors shall, unless the Board determines by resolution that any such
vacancies or newly created directorships shall be filled by stockholders, be filled only by a majority of the directors then in office,
although less than a quorum, or by a sole remaining director. Any director elected in accordance with the preceding sentence shall
hold  office  for  the  remainder  of  the  full  term  of  the  director  for  which  the  vacancy  was  created  or  occurred  and  until  such
director’s successor shall have been elected and qualified. A vacancy in the Board of Directors shall be deemed to exist under
these bylaws in the case of the death, removal or resignation of any director.

3.5

PLACE OF MEETINGS; MEETINGS BY TELEPHONE

The Board may hold meetings, both regular and special, either within or outside the State of Delaware.

Unless otherwise restricted by the certificate of incorporation or these bylaws, members of the Board, or any committee
designated by the Board, may participate in a meeting of the Board, or any committee, by means of conference telephone or other
communications  equipment  by  means  of  which  all  persons  participating  in  the  meeting  can  hear  each  other,  and  such
participation in a meeting pursuant to this bylaw shall constitute presence in person at the meeting.

3.6

REGULAR MEETINGS

Regular meetings of the Board may be held without notice at such time and at such place as shall from time to time be

determined by the Board.

3.7

SPECIAL MEETINGS; NOTICE

Special meetings of the Board for any purpose or purposes may be called at any time by the chairman of the Board (or
in the event of co-chairmen, either co-chairman), the chief executive officer, the president (in the event there is no chief executive
officer of the Corporation), the secretary, the Lead Director (as defined below) or a majority of the number of directors then in
office.

Notice of the time and place of special meetings shall be:

(i)

(ii)

(iii)

(iv)

delivered personally by hand, by courier or by telephone;

sent by United States first-class mail, postage prepaid;

sent by facsimile; or

sent by electronic mail,

directed to each director at that director’s address, telephone number, facsimile number or electronic mail address, as

the case may be, as shown on the Corporation’s records.

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If  the  notice  is  (i)  delivered  personally  by  hand,  by  courier  or  by  telephone,  (ii)  sent  by  facsimile  or  (iii)  sent  by
electronic mail, it shall be delivered or sent at least twenty-four (24) hours before the time of the holding of the meeting. If the
notice  is  sent  by  U.S.  mail,  it  shall  be  deposited  in  the  U.S.  mail  at  least  four  (4)  days  before  the  time  of  the  holding  of  the
meeting.  Any  oral  notice  may  be  communicated  to  the  director.  The  notice  need  not  specify  the  place  of  the  meeting  (if  the
meeting is to be held at the Corporation’s principal executive office) nor the purpose of the meeting.

3.8

QUORUM

At  all  meetings  of  the  Board,  a  majority  of  the  number  of  directors  then  in  office  shall  constitute  a  quorum  for  the
transaction of business. The vote of a majority of the directors present at any meeting at which a quorum is present shall be the
act of the Board, except as may be otherwise specifically provided by statute, the certificate of incorporation or these bylaws. If a
quorum is not present at any meeting of the Board, then the directors present thereat may adjourn the meeting from time to time,
without notice other than announcement at the meeting, until a quorum is present.

A meeting at which a quorum is initially present may continue to transact business notwithstanding the withdrawal of

directors, if any action taken is approved by at least a majority of the required quorum for that meeting.

3.9

BOARD ACTION BY WRITTEN CONSENT WITHOUT A MEETING

Unless otherwise restricted by the certificate of incorporation or these bylaws, any action required or permitted to be
taken at any meeting of the Board, or of any committee thereof, may be taken without a meeting if all members of the Board or
committee, as the case may be, consent thereto in writing or by electronic transmission and the writing or writings or electronic
transmission or transmissions are filed with the minutes of proceedings of the Board or committee. Such filing shall be in paper
form if the minutes are maintained in paper form and shall be in electronic form if the minutes are maintained in electronic form.

3.10

FEES AND COMPENSATION OF DIRECTORS

Unless otherwise restricted by the certificate of incorporation or these bylaws, the Board shall have the authority to fix

the compensation of directors.

3.11

REMOVAL OF DIRECTORS

Except as otherwise provided by the DGCL or the certificate of incorporation, the Board of Directors or any individual
director may be removed from office at any time, but only with cause by the affirmative vote of the holders of at least sixty-six
and  two-thirds  percent  (66-2/3%)  of  the  voting  power  of  all  the  then  outstanding  shares  of  voting  stock  of  the  Corporation
entitled to vote at an election of directors.

No reduction of the authorized number of directors shall have the effect of removing any director prior to the expiration

of such director’s term of office.

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4.1

COMMITTEES OF DIRECTORS

ARTICLE IV. COMMITTEES

The Board may designate one (1) or more committees, each committee to consist of one (1) or more of the directors of
the Corporation. The Board may designate one (1) or more directors as alternate members of any committee, who may replace
any  absent  or  disqualified  member  at  any  meeting  of  the  committee.  In  the  absence  or  disqualification  of  a  member  of  a
committee, the member or members thereof present at any meeting and not disqualified from voting, whether or not such member
or members constitute a quorum, may unanimously appoint another member of the Board to act at the meeting in the place of any
such absent or disqualified member. Any such committee, to the extent provided in the resolution of the Board or in these bylaws,
shall  have  and  may  exercise  all  the  powers  and  authority  of  the  Board  in  the  management  of  the  business  and  affairs  of  the
Corporation, and may authorize the seal of the Corporation to be affixed to all papers that may require it; but no such committee
shall  have  the  power  or  authority  to  (i)  approve  or  adopt,  or  recommend  to  the  stockholders,  any  action  or  matter  expressly
required by the DGCL to be submitted to stockholders for approval, or (ii) adopt, amend or repeal any bylaw of the Corporation.

4.2

COMMITTEE MINUTES

Each committee shall keep regular minutes of its meetings and report the same to the Board when required.

4.3

MEETINGS AND ACTION OF COMMITTEES

Meetings and actions of committees shall be governed by, and held and taken in accordance with, the provisions of:

(i)

(ii)

(iii)

(iv)

(v)

(vi)

Section 3.5 (place of meetings and meetings by telephone);

Section 3.6 (regular meetings);

Section 3.7 (special meetings and notice);

Section 3.8 (quorum);

Section 3.9 (action without a meeting); and

Section 7.12 (waiver of notice),

with such changes in the context of those bylaws as are necessary to substitute the committee and its members for the

Board and its members. However:

the time of regular meetings of committees may be determined either by resolution of the Board or by resolution of the

committee;

special  meetings  of  committees  may  also  be  called  by  resolution  of  the  Board  or  the  chairperson  of  the  applicable

committee; and

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notice of special meetings of committees shall also be given to all alternate members, who shall have the right to attend
all  meetings  of  the  committee.  The  Board  may  adopt  rules  for  the  governance  of  any  committee  not  inconsistent  with  the
provisions of these bylaws.

5.1

OFFICERS

ARTICLE V. OFFICERS

The officers of the Corporation shall be a president, a secretary and a treasurer. The Corporation may also have, at the
discretion of the Board, a chairman of the Board (or co-chairmen of the Board), a vice chairman of the Board, a chief executive
officer,  a  chief  financial  officer,  one  (1)  or  more  vice  presidents,  one  (1)  or  more  assistant  vice  presidents,  one  (1)  or  more
assistant treasurers, one (1) or more assistant secretaries, and any such other officers as may be appointed in accordance with the
provisions of these bylaws. Any number of offices may be held by the same person.

If the chairman of the Board is a member of management or does not otherwise qualify as an independent director as
determined in accordance with the rules of the Corporation’s principal stock exchange, the independent directors (as determined
in  accordance  with  such  rules)  shall  elect  a  lead  director  (the  “Lead  Director”)  who  shall  be  an  independent  director  as
determined in accordance with such rules. In addition to the responsibilities set forth in the Corporation’s corporate governance
guidelines, as amended from time to time, the Lead Director shall preside at all meetings of the Board at which the chairman of
the Board is not present, including executive sessions.

5.2

APPOINTMENT OF OFFICERS

The Board shall appoint the officers of the Corporation, except such officers as may be appointed in accordance with

the provisions of Section 5.3 of these bylaws, subject to the rights, if any, of an officer under any contract of employment.

SUBORDINATE OFFICERS

5.3SUBORDINATE OFFICERS

The  Board  may  appoint,  or  empower  the  chief  executive  officer  or,  in  the  absence  of  a  chief  executive  officer,  the
president, to appoint, such other officers and agents as the business of the Corporation may require. Each of such officers and
agents shall hold office for such period, have such authority, and perform such duties as are provided in these bylaws or as the
Board may from time to time determine.

5.4

REMOVAL AND RESIGNATION OF OFFICERS

Subject to the rights, if any, of an officer under any contract of employment, any officer may be removed, either with or
without cause, by an affirmative vote of the majority of the Board at any regular or special meeting of the Board or, except in the
case of an officer chosen by the Board, by any officer upon whom such power of removal may be conferred by the Board.

Any officer may resign at any time by giving written notice to the Corporation. Any resignation shall take effect at the

date of the receipt of that notice or at any later time specified in

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that  notice.  Unless  otherwise  specified  in  the  notice  of  resignation,  the  acceptance  of  the  resignation  shall  not  be  necessary  to
make it effective. Any resignation is without prejudice to the rights, if any, of the Corporation under any contract to which the
officer is a party.

5.5

VACANCIES IN OFFICES

Any vacancy occurring in any office of the Corporation shall be filled by the Board or as provided in Section 5.2.

5.6

REPRESENTATION OF SHARES OF OTHER CORPORATIONS

The  chairman  of  the  Board  (or  in  the  event  of  co-chairmen,  either  co-chairman),  the  chief  executive  officer,  the
president, any vice president, the treasurer, the secretary or assistant secretary of this Corporation, or any other person authorized
by the Board or the president or a vice president, is authorized to vote, represent and exercise on behalf of this Corporation all
rights  incident  to  any  and  all  shares  of  any  other  corporation  or  corporations  standing  in  the  name  of  this  Corporation.  The
authority granted herein may be exercised either by such person directly or by any other person authorized to do so by proxy or
power of attorney duly executed by such person having the authority.

5.7

AUTHORITY AND DUTIES OF OFFICERS

All officers of the Corporation shall respectively have such authority and perform such duties in the management of the
business of the Corporation as may be designated from time to time by the Board or the stockholders and, to the extent not so
provided, as generally pertain to their respective offices, subject to the control of the Board.

ARTICLE VI. RECORDS AND REPORTS

6.1

MAINTENANCE AND INSPECTION OF RECORDS

The Corporation shall, either at its principal executive office or at such place or places as designated by the Board, keep
a record of its stockholders listing their names and addresses and the number and class of shares held by each stockholder, a copy
of these bylaws as amended to date, accounting books and other records.

Any stockholder of record, in person or by attorney or other agent, shall, upon written demand under oath stating the
purpose  thereof,  have  the  right  during  the  usual  hours  for  business  to  inspect  for  any  proper  purpose  the  Corporation’s  stock
ledger, a list of its stockholders, and its other books and records and to make copies or extracts therefrom. A proper purpose shall
mean a purpose reasonably related to such person’s interest as a stockholder. In every instance where an attorney or other agent is
the person who seeks the right to inspection, the demand under oath shall be accompanied by a power of attorney or such other
writing that authorizes the attorney or other agent so to act on behalf of the stockholder. The demand under oath shall be directed
to the Corporation at its registered office in Delaware or at its principal executive office.

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6.2

INSPECTION BY DIRECTORS

Any  director  shall  have  the  right  to  examine  the  Corporation’s  stock  ledger,  a  list  of  its  stockholders,  and  its  other
books and records for a purpose reasonably related to his or her position as a director. The Court of Chancery is hereby vested
with  the  exclusive  jurisdiction  to  determine  whether  a  director  is  entitled  to  the  inspection  sought.  The  Court  may  summarily
order the Corporation to permit the director to inspect any and all books and records, the stock ledger, and the stock list and to
make copies or extracts therefrom. The Court may, in its discretion, prescribe any limitations or conditions with reference to the
inspection, or award such other and further relief as the Court may deem just and proper.

7.1

EXECUTION OF CORPORATE CONTRACTS AND INSTRUMENTS

ARTICLE VII. GENERAL MATTERS

The Board, except as otherwise provided in these bylaws, may authorize any officer or officers, or agent or agents, to
enter into any contract or execute any instrument in the name of and on behalf of the Corporation; such authority may be general
or  confined  to  specific  instances.  Unless  so  authorized  or  ratified  by  the  Board  or  within  the  agency  power  of  an  officer,  no
officer, agent or employee shall have any power or authority to bind the Corporation by any contract or engagement or to pledge
its credit or to render it liable for any purpose or for any amount.

7.2

STOCK CERTIFICATES; PARTLY PAID SHARES

The shares of the Corporation shall be represented by certificates or shall be uncertificated. Certificates for the shares
of stock, if any, shall be in such form as is consistent with the certificate of incorporation and applicable law. Every holder of
stock  represented  by  a  certificate  shall  be  entitled  to  have  a  certificate  signed  by,  or  in  the  name  of  the  Corporation  by  the
chairman (or in the event of co-chairmen, either co-chairman) or vice-chairman of the Board, or the president or vice-president,
and by the treasurer or an assistant treasurer, or the secretary or an assistant secretary of the Corporation representing the number
of  shares  registered  in  certificate  form.  Any  or  all  of  the  signatures  on  the  certificate  may  be  a  facsimile.  In  case  any  officer,
transfer agent or registrar who has signed or whose facsimile signature has been placed upon a certificate has ceased to be such
officer, transfer agent or registrar before such certificate is issued, it may be issued by the Corporation with the same effect as if
he or she were such officer, transfer agent or registrar at the date of issue.

The Corporation may issue the whole or any part of its shares as partly paid and subject to call for the remainder of the
consideration to be paid therefor. Upon the face or back of each stock certificate issued to represent any such partly paid shares,
upon  the  books  and  records  of  the  Corporation  in  the  case  of  uncertificated  partly  paid  shares,  the  total  amount  of  the
consideration to be paid therefor and the amount paid thereon shall be stated. Upon the declaration of any dividend on fully paid
shares,  the  Corporation  shall  declare  a  dividend  upon  partly  paid  shares  of  the  same  class,  but  only  upon  the  basis  of  the
percentage of the consideration actually paid thereon.

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7.3

SPECIAL DESIGNATION ON CERTIFICATES

If  the  Corporation  is  authorized  to  issue  more  than  one  class  of  stock  or  more  than  one  series  of  any  class,  then  the
powers, the designations, the preferences and the relative, participating, optional or other special rights of each class of stock or
series  thereof  and  the  qualifications,  limitations  or  restrictions  of  such  preferences  and/or  rights  shall  be  set  forth  in  full  or
summarized  on  the  face  or  back  of  the  certificate  that  the  Corporation  shall  issue  to  represent  such  class  or  series  of  stock;
provided, however, that, except as otherwise provided in Section 202 of the DGCL, in lieu of the foregoing requirements, there
may be set forth on the face or back of the certificate that the Corporation shall issue to represent such class or series of stock a
statement that the Corporation will furnish without charge to each stockholder who so requests the powers, the designations, the
preferences  and  the  relative,  participating,  optional  or  other  special  rights  of  each  class  of  stock  or  series  thereof  and  the
qualifications, limitations or restrictions of such preferences and/or rights.

7.4

LOST CERTIFICATES

Except  as  provided  in  this  Section  7.4,  no  new  certificates  for  shares  shall  be  issued  to  replace  a  previously  issued
certificate unless the latter is surrendered to the Corporation and canceled at the same time. The Corporation may issue a new
certificate of stock or uncertificated shares in the place of any certificate theretofore issued by it, alleged to have been lost, stolen
or  destroyed,  and  the  Corporation  may  require  the  owner  of  the  lost,  stolen  or  destroyed  certificate,  or  such  owner’s  legal
representative, to give the Corporation a bond sufficient to indemnify it against any claim that may be made against it on account
of the alleged loss, theft or destruction of any such certificate or the issuance of such new certificate or uncertificated shares.

7.5

CONSTRUCTION; DEFINITIONS

Unless the context requires otherwise, the general provisions, rules of construction and definitions in the DGCL shall
govern the construction of these bylaws. Without limiting the generality of this provision, the singular number includes the plural,
the plural number includes the singular, and the term “person” includes both a corporation and a natural person.

7.6

DIVIDENDS

The  Board,  subject  to  any  restrictions  contained  in  either  (i)  the  DGCL  or  (ii)  the  certificate  of  incorporation,  may
declare  and  pay  dividends  upon  the  shares  of  its  capital  stock.  Dividends  may  be  paid  in  cash,  in  property  or  in  shares  of  the
Corporation’s capital stock.

The Board may set apart out of any of the funds of the Corporation available for dividends a reserve or reserves for any
proper  purpose  and  may  abolish  any  such  reserve.  Such  purposes  shall  include  but  not  be  limited  to  equalizing  dividends,
repairing or maintaining any property of the Corporation, and meeting contingencies.

7.7

FISCAL YEAR

The fiscal year of the Corporation shall be fixed by resolution of the Board and may be changed by the Board.

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7.8

SEAL

The  Corporation  may  adopt  a  corporate  seal,  which  shall  be  adopted  and  which  may  be  altered  by  the  Board.  The
Corporation may use the corporate seal by causing it or a facsimile thereof to be impressed or affixed or in any other manner
reproduced.

7.9

TRANSFER OF STOCK

Shares of the Corporation shall be transferable in the manner prescribed by law and in these bylaws. Shares of stock of
the  Corporation  shall  be  transferred  on  the  books  of  the  Corporation  only  by  the  holder  of  record  thereof  or  by  such  holder’s
attorney duly authorized in writing, upon surrender to the Corporation of the certificate or certificates representing such shares
endorsed by the appropriate person or persons (or by delivery of duly executed instructions with respect to uncertificated shares),
with  such  evidence  of  the  authenticity  of  such  endorsement  or  execution,  transfer,  authorization  and  other  matters  as  the
Corporation may reasonably require, and accompanied by all necessary stock transfer stamps. No transfer of stock shall be valid
as against the Corporation for any purpose until it shall have been entered in the stock records of the Corporation by an entry
showing the names of the persons from and to whom it was transferred.

7.10

STOCK TRANSFER AGREEMENTS

The Corporation shall have power to enter into and perform any agreement with any number of stockholders of any one
or more classes of stock of the Corporation to restrict the transfer of shares of stock of the Corporation of any one or more classes
owned by such stockholders in any manner not prohibited by the DGCL.

7.11

REGISTERED STOCKHOLDERS

The Corporation:

shares to receive dividends and to vote as such owner;

(i)

shall be entitled to recognize the exclusive right of a person registered on its books as the owner of

owner of shares; and

(ii)

shall be entitled to hold liable for calls and assessments the person registered on its books as the

shall not be bound to recognize any equitable or other claim to or interest in such share or shares
on the part of another person, whether or not it shall have express or other notice thereof, except as otherwise provided by the
laws of Delaware.

(iii)

7.12

WAIVER OF NOTICE

Whenever  notice  is  required  to  be  given  under  any  provision  of  the  DGCL,  the  certificate  of  incorporation  or  these
bylaws, a written waiver, signed by the person entitled to notice, or a waiver by electronic transmission by the person entitled to
notice,  whether  before  or  after  the  time  of  the  event  for  which  notice  is  to  be  given,  shall  be  deemed  equivalent  to  notice.
Attendance of a person at a meeting shall constitute a waiver of notice of such meeting, except when the person attends a meeting
for the express purpose of objecting at the beginning of the meeting to the

-23-

 
 
 
 
 
transaction of any business because the meeting is not lawfully called or convened. Neither the business to be transacted at, nor
the purpose of, any regular or special meeting of the stockholders need be specified in any written waiver of notice or any waiver
by electronic transmission unless so required by the certificate of incorporation or these bylaws.

ARTICLE VIII. NOTICE BY ELECTRONIC TRANSMISSION

8.1

NOTICE BY ELECTRONIC TRANSMISSION

Without  limiting  the  manner  by  which  notice  otherwise  may  be  given  effectively  to  stockholders  pursuant  to  the
DGCL, the certificate of incorporation or these bylaws, any notice to stockholders given by the Corporation under any provision
of  the  DGCL,  the  certificate  of  incorporation  or  these  bylaws  shall  be  effective  if  given  by  a  form  of  electronic  transmission
consented to by the stockholder to whom the notice is given. Any such consent shall be revocable by the stockholder by written
notice to the Corporation. Any such consent shall be deemed revoked if:

the Corporation in accordance with such consent; and

(i)

the Corporation is unable to deliver by electronic transmission two (2) consecutive notices given by

transfer agent, or other person responsible for the giving of notice.

(ii)

such inability becomes known to the secretary or an assistant secretary of the Corporation or to the

However, the inadvertent failure to treat such inability as a revocation shall not invalidate any meeting or other action.

Any notice given pursuant to the preceding paragraph shall be deemed given:

consented to receive notice;

(i)

if  by  facsimile  telecommunication,  when  directed  to  a  number  at  which  the  stockholder  has

consented to receive notice;

(ii)

if  by  electronic  mail,  when  directed  to  an  electronic  mail  address  at  which  the  stockholder  has

specific posting, upon the later of (A) such posting and (B) the giving of such separate notice; and

(iii)

if by a posting on an electronic network together with separate notice to the stockholder of such

(iv)

if by any other form of electronic transmission, when directed to the stockholder.

An affidavit of the secretary or an assistant secretary or of the transfer agent or other agent of the Corporation that the
notice has been given by a form of electronic transmission shall, in the absence of fraud, be prima facie evidence of the facts
stated therein.

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8.2

DEFINITION OF ELECTRONIC TRANSMISSION

An “electronic transmission”  means  any  form  of  communication,  not  directly  involving  the  physical  transmission  of
paper,  that  creates  a  record  that  may  be  retained,  retrieved  and  reviewed  by  a  recipient  thereof,  and  that  may  be  directly
reproduced in paper form by such a recipient through an automated process.

9.1

INDEMNIFICATION OF DIRECTORS AND OFFICERS

ARTICLE IX. INDEMNIFICATION

The Corporation shall indemnify and hold harmless, to the fullest extent permitted by the DGCL as it presently exists
or may hereafter be amended, any director or officer of the Corporation who was or is made or is threatened to be made a party or
is otherwise involved in any action, suit or proceeding, whether civil, criminal, administrative or investigative (a “Proceeding”)
by reason of the fact that he or she, or a person for whom he or she is the legal representative, is or was a director or officer of the
Corporation or is or was serving at the request of the Corporation as a director, officer, employee or agent of another corporation
or of a partnership, joint venture, trust, enterprise or non-profit entity, including service with respect to employee benefit plans,
against all liability and loss suffered and expenses (including attorneys’ fees) reasonably incurred by such person in connection
with any such Proceeding. Notwithstanding the preceding sentence, except as otherwise provided in Section 9.4, the Corporation
shall  be  required  to  indemnify  a  person  in  connection  with  a  Proceeding  initiated  by  such  person  only  if  the  Proceeding  was
authorized in the specific case by the Board.

9.2

INDEMNIFICATION OF OTHERS

The Corporation shall have the power to indemnify and hold harmless, to the extent permitted by applicable law as it
presently exists or may hereafter be amended, any employee or agent of the Corporation who was or is made or is threatened to
be made a party or is otherwise involved in any Proceeding by reason of the fact that he or she, or a person for whom he or she is
the legal representative, is or was an employee or agent of the Corporation or is or was serving at the request of the Corporation
as a director, officer, employee or agent of another corporation or of a partnership, joint venture, trust, enterprise or non-profit
entity, including service with respect to employee benefit plans, against all liability and loss suffered and expenses reasonably
incurred by such person in connection with any such Proceeding.

9.3

PREPAYMENT OF EXPENSES

The Corporation shall to the fullest extent not prohibited by applicable law pay the expenses (including attorneys’ fees)
incurred  by  any  officer  or  director  of  the  Corporation,  and  may  pay  the  expenses  incurred  by  any  employee  or  agent  of  the
Corporation, in defending any Proceeding in advance of its final disposition; provided, however, that, to the extent required by
law,  such  payment  of  expenses  in  advance  of  the  final  disposition  of  the  Proceeding  shall  be  made  only  upon  receipt  of  an
undertaking by the person to repay all amounts advanced if it should be ultimately determined that the person is not entitled to be
indemnified under this Article IX or otherwise.

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9.4

DETERMINATION; CLAIM

If a claim for indemnification (following the final disposition of such Proceeding) or advancement of expenses under
this Article IX is not paid in full within sixty (60) days after a written claim therefor has been received by the Corporation the
claimant may file suit to recover the unpaid amount of such claim and, if successful in whole or in part, shall be entitled to be
paid the expense of prosecuting such claim to the fullest extent permitted by law. In any such action the Corporation shall have
the burden of proving that the claimant was not entitled to the requested indemnification or payment of expenses under applicable
law.

9.5

NON-EXCLUSIVITY OF RIGHTS

The rights conferred on any person by this Article IX shall not be exclusive of any other rights which such person may
have  or  hereafter  acquire  under  any  statute,  provision  of  the  certificate  of  incorporation,  these  bylaws,  agreement,  vote  of
stockholders or disinterested directors or otherwise.

9.6

INSURANCE

The  Corporation  may  purchase  and  maintain  insurance  on  behalf  of  any  person  who  is  or  was  a  director,  officer,
employee or agent of the Corporation, or is or was serving at the request of the Corporation as a director, officer, employee or
agent of another corporation, partnership, joint venture, trust enterprise or non-profit entity against any liability asserted against
him  or  her  and  incurred  by  him  or  her  in  any  such  capacity,  or  arising  out  of  his  or  her  status  as  such,  whether  or  not  the
Corporation would have the power to indemnify him or her against such liability under the provisions of the DGCL.

9.7

OTHER INDEMNIFICATION

The  Corporation’s  obligation,  if  any,  to  indemnify  or  advance  expenses  to  any  person  who  was  or  is  serving  at  its
request as a director, officer, employee or agent of another corporation, partnership, joint venture, trust, enterprise or non-profit
entity shall be reduced by any amount such person may collect as indemnification or advancement of expenses from such other
corporation, partnership, joint venture, trust, enterprise or non-profit enterprise.

9.8

CONTINUATION OF INDEMNIFICATION

The rights to indemnification and to prepayment of expenses provided by, or granted pursuant to, this Article IX shall
continue notwithstanding that the person has ceased to be a director or officer of the Corporation and shall inure to the benefit of
the estate, heirs, executors, administrators, legatees and distributees of such person.

9.9

AMENDMENT OR REPEAL

The provisions of this Article IX shall constitute a contract between the Corporation, on the one hand, and, on the other
hand, each individual who serves or has served as a director or officer of the Corporation (whether before or after the adoption of
these bylaws), in consideration of such person’s performance of such services, and pursuant to this Article IX the Corporation

-26-

 
 
 
 
 
 
intends  to  be  legally  bound  to  each  such  current  or  former  director  or  officer  of  the  Corporation.  With  respect  to  current  and
former directors and officers of the Corporation, the rights conferred under this Article IX are present contractual rights and such
rights are fully vested, and shall be deemed to have vested fully, immediately upon adoption of theses bylaws. With respect to any
directors or officers of the Corporation who commence service following adoption of these bylaws, the rights conferred under
this provision shall be present contractual rights and such rights shall fully vest, and be deemed to have vested fully, immediately
upon such director or officer commencing service as a director or officer of the Corporation. Any repeal or modification of the
foregoing provisions of this Article IX shall not adversely affect any right or protection (i) hereunder of any person in respect of
any  act  or  omission  occurring  prior  to  the  time  of  such  repeal  or  modification  or  (ii)  under  any  agreement  providing  for
indemnification or advancement of expenses to an officer or director of the Corporation in effect prior to the time of such repeal
or modification.

ARTICLE X. AMENDMENTS

Subject to the limitations set forth in Section 9.9 of these bylaws or the provisions of the certificate of incorporation,
the Board is expressly empowered to adopt, amend or repeal the bylaws of the Corporation. Any adoption, amendment or repeal
of the bylaws of the Corporation by the Board shall require the approval of a majority of the number of directors then in office.
The  stockholders  also  shall  have  power  to  adopt,  amend  or  repeal  the  bylaws  of  the  Corporation;  provided,  however,  that,  in
addition  to  any  vote  of  the  holders  of  any  class  or  series  of  stock  of  the  Corporation  required  by  law  or  by  the  certificate  of
incorporation,  such  action  by  stockholders  shall  require  the  affirmative  vote  of  the  holders  of  at  least  sixty-six  and  two-thirds
percent (66‑2/3%) of the voting power of all of the then outstanding shares of the capital stock of the Corporation entitled to vote
at an election of directors.

-27-

DESCRIPTION OF THE COMPANY’S SECURITIES
REGISTERED PURSUANT TO SECTION 12 OF THE
SECURITIES EXCHANGE ACT OF 1934, AS AMENDED

EXHIBIT 4.5

As of December 31, 2020, The Trade Desk, Inc. (“Company,” “we,” “us,” and “our”) had one class of securities registered under Section 12 of the
Securities Exchange Act of 1934, as amended: our Class A common stock.

DESCRIPTION OF CLASS A COMMON STOCK

Our authorized capital stock consists of 1,095,000,000 shares of common stock, par value $0.000001 per share, and 100,000,000 shares of

preferred stock, par value $0.000001 per share. Our common stock is divided into two classes, Class A common stock and Class B common stock. Our
authorized Class A common stock consists of 1,000,000,000 shares and our authorized Class B common stock consists of 95,000,000 shares.

The following description of our capital stock and provisions of our certificate of incorporation and bylaws are summaries and are qualified by

reference to our certificate of incorporation and bylaws, each of which is an exhibit to our Annual Report on Form 10-K for the year ended December 31,
2020.

Voting Rights

Except as otherwise expressly provided in our certificate of incorporation or required by applicable law, on any matter that is submitted to a vote of

our stockholders, holders of our Class A common stock are entitled to one vote per share of Class A common stock and holders of our Class B common
stock are entitled to 10 votes per share of Class B common stock. Unless otherwise required by applicable law or described herein or in our certificate of
incorporation, holders of shares of Class A common stock and Class B common stock vote together as a single class on all matters (including the election
of directors) submitted to a vote of stockholders; provided however, that until all shares of Class B common stock have converted into shares of Class A
common stock, holders of our Class A common stock, voting as a separate class, are entitled to elect (1) two directors to our board of directors or (2) one
director to the board of directors if the total number of authorized directors consists of eight or fewer directors.

Under the terms of our certificate of incorporation, we may not increase or decrease the authorized number of shares of Class A common stock or

Class B common stock without the affirmative vote of the holders of a majority of the voting power of the outstanding shares of our capital stock entitled to
vote, voting together as a single class. In addition, we may not issue any shares of Class B common stock (other than upon exercise of options or other
rights to acquire Class B common stock or in connection with a reclassification or dividend), unless that issuance is approved by the affirmative vote of the
holders of a majority of the outstanding shares of Class B common stock.

We have not provided for cumulative voting for the election of directors in our certificate of incorporation.

Economic Rights

Except as otherwise expressly provided in our certificate of incorporation or required by applicable law, shares of Class A common stock and
Class B common stock have the same rights and privileges and rank equally, share ratably and are identical in all respects as to all matters, including,
without limitation, those described below.

Dividends.    Any dividend or distributions paid or payable to the holders of shares of Class A common stock and Class B common stock shall be

paid pro rata, on an equal priority, pari passu basis, unless different treatment of the shares of each such class is approved by the affirmative vote of the
holders of a majority of the outstanding shares of Class A common stock and Class B common stock, each voting separately as a class; provided, however,
that if a dividend or distribution is paid in the form of Class A common stock or Class B common stock (or rights to acquire shares of Class A common
stock or Class B common stock), then the holders of the Class A common stock shall receive Class A common stock (or rights to acquire shares of Class A
common stock) and holders of Class B common stock shall receive Class B common stock (or rights to acquire shares of Class B common stock).

Subdivisions and Combinations.    If we subdivide or combine in any manner outstanding shares of Class A common stock or Class B common

stock, then the outstanding shares of all common stock will be subdivided or

 
 
 
 
 
   
 
 
 
 
 
 
 
 
combined in the same proportion and manner, unless different treatment of the shares of each such class is approved by the affirmative vote of the holders
of a majority of the outstanding shares of Class A common stock and Class B common stock, each voting separately as a class.

Change of Control Transaction.    In connection with any change of control transaction (as defined in our certificate of incorporation), the holders

of Class A common stock and Class B common stock will be treated equally and identically with respect to shares of Class A common stock or Class B
common stock owned by them, unless different treatment of the shares of each class is approved by the affirmative vote of the holders of a majority of the
outstanding shares of Class A common stock and Class B common stock, each voting separately as a class.

Conversion

Each share of Class B common stock is convertible at any time at the option of the holder into one share of Class A common stock. In addition,
each share of Class B common stock will convert automatically into one share of Class A common stock upon any transfer, whether or not for value and
whether voluntary or involuntary or by operation of law, except for certain transfers described in our certificate of incorporation, including, without
limitation, certain transfers for tax and estate planning purposes. In addition, upon the earliest of (1) December 22, 2025; (2) such date and time as
determined by our board of directors following the first date on which Jeff Green is none of the following: (a) chief executive officer of the Company, (b)
president of the Company or (c) chairman of our board of directors; and (3) a date specified by the holders of at least 66 2/3% of the outstanding shares of
Class B common stock, all outstanding shares of Class B common stock shall convert automatically into Class A common stock, and no additional shares
of Class B common stock will be issued.

Choice of Forum

Our certificate of incorporation provides that, unless we consent in writing to the selection of an alternative form, the Court of Chancery of the
State of Delaware is the sole and exclusive forum for: (1) any derivative action or proceeding brought on our behalf; (2) any action asserting a claim of
breach of a fiduciary duty by any of our directors, officers, employees or stockholders owed to us or our stockholders; (3) any action asserting a claim
against us arising pursuant to any provision of the Delaware General Corporation Law, our certificate of incorporation or our bylaws, or as to which the
Delaware General Corporation Law confers jurisdiction on the Court of Chancery of the State of Delaware; or (4) any action asserting a claim governed by
the internal affairs doctrine. Our certificate of incorporation also provides that any person or entity purchasing or otherwise acquiring any interest in shares
of our capital stock will be deemed to have notice of and to have consented to this choice of forum provision. It is possible that a court of law could rule
that the choice of forum provision contained in our certificate of incorporation is inapplicable or unenforceable if it is challenged in a proceeding or
otherwise. This choice of forum provision has important consequences for our stockholders. Our certificate of incorporation provides that the Court of
Chancery of the State of Delaware will be the exclusive forum for substantially all disputes between us and our stockholders, which could limit our
stockholders’ ability to choose other forums for disputes with us or our directors, officers or employees.

Preferred Stock – Limitations on the Rights of Holders of Class A Common Stock

Under the terms of our certificate of incorporation, our board of directors is authorized to direct us to issue shares of preferred stock in one or more

series without stockholder approval. Our board of directors has the discretion to determine the rights, preferences, privileges and restrictions, including
voting rights, dividend rights, conversion rights, redemption privileges and liquidation preferences, of each series of preferred stock.  The issuance of
preferred stock could adversely affect the voting power of holders of our common stock and the likelihood that such holders will receive dividend
payments and payments upon liquidation. The issuance of preferred stock, while providing flexibility in connection with possible acquisitions, future
financings and other corporate purposes, could have the effect of making it more difficult for a third party to acquire, or could discourage a third party from
seeking to acquire, a majority of our outstanding voting stock.  

2

 
 
 
 
 
 
 
 
 
 
Anti-Takeover Provisions

We are subject to Section 203 of the Delaware General Corporation Law. Subject to certain exceptions, Section 203 prevents a publicly held
Delaware corporation from engaging in a “business combination” with any “interested stockholder” for three years following the date that the person
became an interested stockholder, unless the interested stockholder attained such status with the approval of our board of directors or unless the business
combination is approved in a prescribed manner. A “business combination” includes, among other things, a merger or consolidation involving us and the
“interested stockholder” and the sale of more than 10% of our assets. In general, an “interested stockholder” is any entity or person beneficially owning
15% or more of our outstanding voting stock and any entity or person affiliated with or controlling or controlled by such entity or person.

Dual-Class Common Stock

As described above, our certificate of incorporation provides for a dual class common stock structure, which provides our founders, pre-IPO
investors, executives and employees with significant influence over all matters requiring stockholder approval, including the election of directors and
significant corporate transactions, such as a merger or other sale of our company or its assets.

Removal of Directors

Our certificate of incorporation and our bylaws provide that a director may be removed only for cause and only by the affirmative vote of the
holders of at least 66 2/3% of the votes that all of our stockholders would be entitled to cast in an election of directors. Any vacancy on our board of
directors, including a vacancy resulting from an enlargement of our board of directors, may be filled only by vote of a majority of our directors then in
office, and not by the stockholders unless our board of directors otherwise directs.

The limitations on the removal of directors and filling of vacancies could make it more difficult for a third party to acquire, or discourage a third

party from seeking to acquire, control of our company.

Super-Majority Voting

The Delaware General Corporation Law provides generally that the affirmative vote of a majority of the shares entitled to vote on any matter is

required to amend a corporation’s certificate of incorporation or bylaws, unless a corporation’s certificate of incorporation or bylaws, as the case may be,
requires a greater percentage. Our bylaws may be amended or repealed by a majority vote of our board of directors or the affirmative vote of the holders of
at least 66 2/3% of the votes that all of our stockholders would be entitled to cast in an election of directors. In addition, the affirmative vote of the holders
of at least 66 2/3% of the votes which all our stockholders would be entitled to cast in an election of directors is required to amend or repeal or to adopt any
provisions inconsistent with certain provisions of our certificate of incorporation, including those described in this paragraph and those relating to the term
and removal of our directors, the filling of a vacancy on our board of directors, the calling of special meetings of stockholders, stockholder action by
written consent, the elimination of liability of directors to the maximum extent permitted by Delaware General Corporation Law, indemnification of our
directors and officers and choice of forum.

Stockholder Action; Special Meeting of Stockholders

Our certificate of incorporation provides that so long as the outstanding shares of Class B common stock represent at least 50% of the total voting

power of the outstanding shares of our capital stock, any action required or permitted to be taken by our stockholders must be effected at a duly called
annual or special meeting of such stockholders and may not be effected by any consent in writing by such stockholders. Our certificate of incorporation and
our bylaws also provide that, except as otherwise required by law, special meetings of our stockholders can only be called by our chairman of the board (or
in the event of co-chairmen, either chairman), our chief executive officer, our president (if there is no chief executive officer), our board of directors or our
secretary upon request by one or more stockholders of record who own, or who are acting on behalf of beneficial owners who own, in the aggregate, at
least 20% of our outstanding shares of common stock on the record date as determined by

3

 
 
 
 
 
 
 
 
 
 
 
 
our bylaws, and who each have owned at least such number of shares in the aggregate continuously from one year prior to the record date through the
conclusion of the requested special meeting.

Authorized But Unissued Shares

The authorized but unissued shares of our common stock and preferred stock are available for future issuance without stockholder approval, subject

to any limitations imposed by the listing standards of the NASDAQ Global Market (“NASDAQ”). These additional shares may be used for a variety of
corporate finance transactions, acquisitions and employee benefit plans. The existence of authorized but unissued and unreserved common stock and
preferred stock could make more difficult or discourage an attempt to obtain control of us by means of a proxy contest, tender offer, merger or otherwise.

Transfer Agent and Registrar

The transfer agent and registrar for our common stock is Computershare Trust Company, N.A. The address of the transfer agent and registrar is

250 Royall Street, Canton, Massachusetts 02021.

Listing

Our Class A common stock is listed on NASDAQ under the symbol “TTD”.

4

 
 
 
 
 
 
 
 
SEPARATION AND ADVISORY AGREEMENT

EXHIBIT 10.14

THIS SEPARATION AND ADVISORY AGREEMENT (this “Agreement”) is made and entered into and effective as of February
5,  2021  (such  effective  date,  the  “Separation  Date”),  by  and  between  The  Trade  Desk,  Inc.  (the  “Company”),  and  Brian  J.  Stempeck
(“Executive”).

RECITALS

A.

B.

C.

The  Company  and  Executive  have  previously  entered  into  that  certain  Employment  Agreement,  dated  as  of  May  11,
2017 (the “Employment Agreement”).

Effective as of the Separation Date, Executive and the Company mutually desire to terminate Executive’s employment
with  the  Company  and  service  as  a  member  of  the  Company’s  Board  of  Directors  (the  “Board”)  on  the  terms  and
conditions set forth herein.

Effective  as  of  the  Separation  Date,  in  connection  with  and  following  Executive’s  termination  of  employment,  the
Company wishes to secure the services of Executive, and Executive wishes to serve, as an advisor to the Board on the
terms and conditions set forth herein.

AGREEMENT

In consideration of the foregoing recitals, the mutual promises contained herein, and for other good and valuable consideration, the

receipt and adequacy of which are hereby acknowledged, the parties hereto agree as follows:

1.

Termination of Employment.  

a.

Termination  of  Employment,  Employment  Agreement.  Effective  as  of  the  Separation  Date,  without  further
action on the part of the Company, Executive or any other person, (i) Executive’s employment with the Company and its subsidiaries and
affiliates will terminate and Executive will cease to be an employee and/or officer of any and all of the foregoing, (ii) except as otherwise
provided in this Agreement, the Employment Agreement shall terminate and neither the Company nor Executive shall have any further rights
or obligations thereunder, and (iii) Executive’s service as a member of the Board will terminate and Executive will cease to be a director
thereof. Notwithstanding the foregoing, the termination of the Employment Agreement shall not terminate or abridge the parties’ rights and
obligations  under  Section  7  (“Confidential  Information,  Noncompetition  and  Cooperation”)  thereof  (including,  for  clarity,  the  rights  and
obligations under that certain Confidentiality Agreement, dated January 28, 2016, by and between the Company and Executive) (collectively,
the “Restrictions”), which provisions shall survive such termination of the Employment Agreement and shall remain in full force and effect
in accordance with their terms. Executive hereby acknowledges that he remains bound and agrees to abide by the Restrictions.

b.

Return of Company Property.  Executive acknowledges and agrees that, not later than the Separation Date,
except as reasonably necessary to Executive’s continued provision of the Advisory Services (as described below), Executive shall return to
the  Company:  (i)  all  keys,  files,  records  (and  copies  thereof),  equipment  (including,  but  not  limited  to,  computer  hardware,  software  and
printers,  wireless  handheld  devices,  cellular  phones  and  pagers),  access  or  credit  cards,  Company  identification,  and  any  other  Company-
owned property in Executive’s possession or control, and (ii) all documents and copies, including hard and electronic copies, of documents in
Executive’s possession relating to any confidential information including without limitation, internal and external business forms, manuals,
correspondence, notes and computer programs, and Executive shall not make or retain any copy or extract of any of the

 
 
 
 
 
 
foregoing. No later than the termination of the Advisory Period (as defined below) for any reason, Executive shall return to the Company any
of the foregoing items retained by Executive in accordance with this Section 1(b) in connection with the performance of his duties during the
Advisory Period.

2.

Accrued Obligations.  The parties hereto acknowledge and agree that as of the Separation Date, the Company has paid
to Executive in full the aggregate amount of Executive’s (i) earned but unpaid base salary, (ii) any accrued but unused vacation time, and (iii)
any  unpaid  expense  reimbursements,  in  each  case,  through  the  Separation  Date  and  in  accordance  with  Section  4(a)  of  the  Employment
Agreement, and that any vested benefits under any employee benefit plan of the Company (together with the amounts described in clauses (i)
– (iii), the “Accrued Obligations”) will continue to be governed by the terms of the applicable benefit plan(s). Except as expressly provided
herein,  other  than  the  Accrued  Obligations,  Executive  is  not  entitled  to  any  further  payments  in  connection  with  or  in  respect  of  his
employment with the Company and its subsidiaries and affiliates.

3.

Equity Awards.    The  parties  acknowledge  and  agree  that:  (i)  the  Company  has  previously  granted  to  Executive  the
incentive stock options, nonqualified stock options, and restricted stock awards as set forth on Exhibit A (the “Equity Awards”); (ii) as of the
Separation Date, Executive had not vested in such portion of these Equity Awards set forth on Exhibit A under the column entitled “Unvested
Shares as of 2/5/2021”; (iii) the 4,711 unvested restricted shares subject to the restricted stock award granted to Executive on May 15, 2020
(as set forth on Exhibit A) (the “Advisory Shares”) shall remain outstanding and eligible to vest during the Advisory Period as set forth in
Section 4(b) below and shall not by virtue of Executive’s employment termination be forfeited or canceled, and (iv) all of the Equity Awards
(except  for  the  Advisory  Shares),  to  the  extent  unvested  as  of  the  Separation  Date,  together  with  any  other  unvested  equity  incentives  or
awards issued or promised by the Company or any of its affiliates (in each case, if any) shall, as of the Separation Date, be forfeited and
canceled on the Separation Date without payment therefor.

4.

Advisory Services.

a.

General. Subject to and conditioned upon Executive’s continued employment with the Company through the
Separation Date, during the period commencing on the Separation Date and ending on the date on which Executive’s advisory relationship
with the Company is terminated as provided in Section 4(c) below (the “Advisory Period”), Executive shall serve in the capacity of a non-
employee  advisor  to  the  Company  and  shall,  at  mutually  convenient  times,  provide  advisory  services  to  the  Company  regarding  strategy,
direction and such other matters as the Company and Executive may mutually agree (the “Advisory Services”). Executive shall provide the
Advisory  Services  to  the  Company  at  such  time(s)  and  location(s)  as  are  mutually  agreed  to  by  Executive  and  the  Company,  totaling
approximately one day per week on average. During the Advisory Period, Executive shall comply with all applicable policies and procedures
of  the  Company,  as  in  effect  from  time  to  time  (including,  without  limitation,  travel  and  entertainment  expense  policies,  technology  use,
insider trading, operating guidelines, confidentiality, background check and work authorization policies and procedures).

b.

Advisory Fees. Subject to and conditioned upon (i) Executive’s performance of the Advisory Services and (ii)
Executive’s  continued  compliance  with  the  Restrictions,  and  notwithstanding  anything  to  the  contrary  contained  in  the  applicable  award
agreement  memorializing  the  grant  of  the  Advisory  Shares,  the  Advisory  Shares  shall  remain  outstanding  and  eligible  to  vest  during  the
Advisory Period, and shall continue to vest in substantially equal quarterly installments over the remainder of the four-year period following
May 15, 2020, subject to and conditioned upon Executive’s continued service hereunder through the applicable vesting date.  The vesting of
the Advisory Shares shall be subject to any required withholding of federal, state and local taxes pursuant to any applicable law or regulation,
which the Company shall be entitled to deduct and withhold in accordance with the terms and conditions of the applicable award agreement
and equity plan. If Executive’s services hereunder terminate for any reason,

2

 
 
Executive shall forfeit and have no further interest in any Advisory Shares that remain unvested at the time of such termination.

Expenses. During the Advisory Period, Executive shall only be entitled to receive reimbursement of business
expenses incurred by Executive in the performance of Executive’s services hereunder if and to the extent approved in advance in writing by
an authorized representative of the Company.

c.

d.

Termination  of  Advisory  Relationship.  The  advisory  relationship  established  hereby  may  be  terminated  by
the  Company  at  any  time  and  for  any  reason  and  with  or  without  notice.  If  Executive  terminates  employment  with  the  Company  for  any
reason prior to the Separation Date or terminates his advisory role for any reason after the Separation Date and prior to May 15, 2024, in
addition  to  the  incentive  equity  forfeitures  identified  in  Section  3  above,  Executive  shall  not  be  eligible  for  any  additional  vesting
contemplated by Section 4(b) above, and all then-unvested Advisory Shares (and any other Equity Awards and other incentive equity awards
outstanding at such time, if any) shall be forfeited and canceled upon such termination without payment therefor.

e.

Independent Contractor Status. The parties hereto acknowledge and agree that, following the Separation Date
(including during the Advisory Period), Executive shall provide services to the Company solely in the capacity of an independent contractor
and neither Executive nor any principal, employee or contractor of Executive shall be construed to be an employee of the Company in any
matter  under  any  circumstances  or  for  any  purposes  whatsoever.    Nothing  in  this  Agreement  shall  establish  an  agency,  partnership,  joint
venture or employee relationship between the Company and Executive, and Executive shall not represent himself as an employee or officer
of the Company and shall not purport to enter into any contract of commitment on behalf of the Company.  The Company and Executive
agree and acknowledge that neither party hereto renders legal, tax or accounting advice to the other party.  Without limiting the generality of
the  foregoing,  (i)  the  Company  shall  not  pay,  on  the  account  of  Executive  or  any  principal,  employee  or  contractor  of  Executive,  any
unemployment tax or other taxes required under the law to be paid with respect to employees and, except as set forth in Section 4(b), shall
not withhold any monies from the fees payable pursuant to this Agreement for income or employment tax purposes, and (ii) the Company
shall not provide Executive or any principal, employee or contractor of Executive with, and no such individual shall be eligible to receive
from the Company under any Company plan, any benefits, including without limitation, any pension, health, welfare, retirement, workers’
compensation or other insurance benefits.  If and to the extent that any compensation (other than the vesting of the Advisory Shares) becomes
payable to Executive in connection with the Advisory Services, Executive shall be solely responsible for all taxes arising in connection with
any fees or other compensation paid to Executive hereunder, including without limitation any and all federal, state, local and foreign income
and employment taxes; provided, that notwithstanding the foregoing, nothing contained herein shall interfere with or limit the Company’s
right to deduct and withhold any such taxes from, upon the vesting of, or with respect to the Advisory Shares.

f.

Indemnification. If the Company or its officers, directors, employees or agents incur any liability or expense
as  a  result  of  any  claim  that  arises  from  Executive’s  negligence,  fraud  or  willful  misconduct  in  connection  with  the  performance  of  the
Advisory Services or Executive’s breach of this Agreement, Executive shall indemnify the Company, its officers, directors, employees and
agents and hold each of them harmless against all such liability or expense, including reasonable attorney’s fees.  

5.

Additional Covenants.

request of the Company, Executive shall cooperate with and assist the Company

a.

Cooperation  in  Legal  Proceedings.  Executive  agrees  that,  after  the  Separation  Date,  upon  the  reasonable

3

 
 
in undertaking and preparing for legal, regulatory or other proceedings relating to the affairs of the Company and its subsidiaries.  

b.

Confidentiality. Executive agrees and understands that this Agreement does not supersede the Restrictions or
reduce  Executive’s  obligations  to  comply  with  applicable  laws  relating  to  trade  secrets,  confidential  information  or  unfair
competition.    Further,  Executive  agrees  that  the  existence  and  terms  of  this  Agreement  are  not  to  be  disclosed  to  anyone  other  than
Executive’s spouse, attorney or tax advisor, and that Executive will advise such persons that they may not disclose the existence or terms of
this Agreement to others except as required by law; provided, that nothing herein shall prohibit Executive from disclosing any information to
the  extent  that  such  a  prohibition  violates  the  National  Labor  Relations  Act  or  other  applicable  law.  Executive  further  acknowledges,  in
accordance  with  the  requirements  of  18  U.S.C  §  1833(b)(1)  and  any  other  applicable  law,  that  the  Company  has  advised  Executive  that
Executive shall not be held criminally or civilly liable under any Federal or State trade secret law for the disclosure of a trade secret that (A)
is made (i) in confidence to a Federal, State, or local government official, either directly or indirectly, or to an attorney and (ii) solely for the
purpose of reporting or investigating a suspected violation of law; or (B) is made in a complaint or other document filed in a lawsuit or other
proceeding, if such filing is made under seal.

c.

Conflict  of  Interest.  During  the  term  of  this  Agreement,  Executive  shall  not  engage  in  any  activity,
employment or business arrangement which conflicts with his obligations hereunder or with the interest of the Company.  Executive shall
disclose  to  the  Company  any  activity,  employment  or  business  arrangement  presently  in  effect,  to  be  commenced,  contemplated  to  be
commenced or hereafter commenced by Executive during the Advisory Period and relating to this paragraph, and the Company will advise
Executive in writing of the Company’s position with respect to any such situation. Without limiting any other provision of this Agreement,
the Company shall have the option of terminating this Agreement at any time if, in its sole judgment, Executive does not comply with the
provisions of this paragraph.

d.

Severability;  Conformance  To  Applicable  Law.  This  Section  5  shall  be  interpreted  to  conform  to  any
applicable law concerning the terms and enforcement of agreements to arbitrate employment disputes.  To the extent any terms or conditions
of this Section 5 would preclude its enforcement, such terms shall be severed or interpreted in a manner to allow for the enforcement of this
Section  5.   To  the  extent  applicable  law  imposes  additional  requirements  to  allow  enforcement  of  this  Section  5,  this  Agreement  shall  be
interpreted to include such terms or conditions.

6.

Miscellaneous.  

a.

Section 409A. To the extent applicable, this Agreement shall be interpreted in accordance with Section 409A
of  the  Code  and  Department  of  Treasury  regulations  and  other  interpretative  guidance  issued  thereunder,  including  without  limitation  any
such  regulations  or  other  such  guidance  that  may  be  issued  after  the  date  hereof  (collectively,  “Section  409A”).  In  no  event  shall  the
Company, its affiliates or any of their respective officers, directors or advisors be liable for any taxes, interest or penalties imposed under
Section 409A or any corresponding provision of state or local law. Any right to a series of installment payments pursuant to this Agreement
is  to  be  treated  as  a  right  to  a  series  of  separate  payments.   To  the  extent  required  to  comply  with  Section  409A,  any  payment  or  benefit
required to be paid under this Agreement on account of termination of Executive’s employment or service (or any other similar term) shall be
made only on account of a Separation from Service. Notwithstanding anything to the contrary in this Agreement, no compensation or benefits
shall be paid to the Executive hereunder during the six (6)-month period following Executive’s “separation from service” from the Company
(within  the  meaning  of  Section  409A,  a  “Separation  from  Service”)  if  the  Company  determines  that  paying  such  amounts  at  the  time  or
times indicated in this Agreement would be a prohibited distribution under Section 409A(a)(2)(B)(i) of the Code.  If the payment of any such
amounts is delayed as a result of the previous sentence, then on

4

 
 
the first day of the seventh month following the date of Separation from Service (or such earlier date upon which such amount can be paid
under  Section  409A  without  resulting  in  a  prohibited  distribution,  including  as  a  result  of  Executive’s  death),  the  Company  shall  pay  the
Executive a lump-sum amount equal to the cumulative amount that would have otherwise been payable to the Executive during such period.

b.

Consultation with Counsel. Executive acknowledges (i) that he has consulted with or has had the opportunity
to consult with independent counsel of his own choice concerning this Agreement and has been advised to do so by the Company, and (ii)
that  he  has  read  and  understands  the  Agreement,  is  fully  aware  of  its  legal  effect,  and  has  entered  into  it  freely  based  on  his  own
judgment.  Without limiting the generality of the foregoing, Executive acknowledges that he has had the opportunity to consult with his own
independent tax advisors with respect to the tax consequences to him of this Agreement and the payments hereunder, and that he is relying
solely on the advice of his independent advisors for such purposes.

Notices. For the purposes of this Agreement, notices, demands and all other communications provided for in
this  Agreement  shall  be  in  writing  and  shall  be  deemed  to  have  been  duly  given  when  delivered  either  personally,  by  reputable  overnight
courier or by United States certified or registered mail, return receipt requested, postage prepaid, addressed as follows:

c.

If to Executive:

At Executive’s last known address
evidenced on the Company’s
payroll records.

If to the Company:

The Trade Desk, Inc.
42 N. Chestnut Street
Ventura, CA 93001

or to such other address as any party may have furnished to the other in writing in accordance with this Agreement, except that notices of
change of address shall be effective only upon receipt.

d.

Amendment; Waiver. No provisions of this Agreement may be amended, modified, or waived unless agreed
to in writing and signed by Executive and by a duly authorized officer of the Company. No waiver by either party of any breach by the other
party of any condition or provision of this Agreement shall be deemed a waiver of similar or dissimilar provisions or conditions at the same
or at any prior or subsequent time.  

e.

Enforceability; Assignment; Governing Law; Captions. The invalidity or unenforceability of any provision or
provisions of this Agreement will not affect the validity or enforceability of any other provision of this Agreement, which will remain in full
force and effect. This Agreement is personal to Executive and, without the prior written consent of the Company, shall not be assignable by
Executive.    This  Agreement  shall  inure  to  the  benefit  of  and  be  binding  upon  the  Company  and  its  successors  and  assigns.  The  validity,
interpretation, construction and performance of this Agreement shall be governed by the laws of the State of California without regard to its
conflicts of law principles. The captions in this Agreement are for convenience of reference only, and they form no part of this Agreement
and will not affect its interpretation.

5

 
 
 
 
 
 
f.

Entire Agreement. This Agreement sets forth the final and entire agreement of the parties with respect to the
subject  matter  hereof  and  supersedes  all  prior  agreements,  promises,  covenants,  arrangements,  communications,  representations  or
warranties, whether oral or written, by the Company and Executive, or any representative of the Company or Executive, with respect to the
subject matter hereof (including, without limitation, the Employment Agreement).

[Signature Page Follows]

6

 
 
 
 
IN WITNESS WHEREOF, the parties have executed this Agreement as of the date first above written.

EXECUTIVE

By:

/s/ Brian J. Stempeck
Brian J. Stempeck

THE TRADE DESK, INC.

By:

Title:

/s/ Vina Leite

  Vina Leite
  CPO

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit A

Unvested Equity Awards (to be forfeited)

Award Type

Grant Date

Exercise Price

Incentive Stock Option

December 1, 2017

Non-Qualified Stock Option

December 1, 2017

Restricted Stock Award

December 1, 2017

Incentive Stock Option

December 1, 2018

Non-Qualified Stock Option

December 1, 2018

Restricted Stock Award

December 1, 2018

Incentive Stock Option

December 1, 2019

Non-Qualified Stock Option

December 1, 2019

Restricted Stock Award

December 1, 2019

Incentive Stock Option

May 15, 2020

Non-Qualified Stock Option

May 15, 2020

$48.00

$48.00

N/A

$142.45

$142.45

N/A

$263.34

$263.34

N/A

$300.01

$300.01

Unvested Shares as of 2/5/2021 (to be
forfeited)
333

8,429

5,105

702

7,343

4,655

379

6,617

3,946

333

7,761

Advisory Shares (eligible to vest during Advisory Period)

Award Type

Grant Date

Unvested Shares as of 2/5/2021

Restricted Stock Award

May 15, 2020

4,711

 
 
 
 
 
 
 
 
 
 
 
 
 
SUBSIDIARIES OF THE TRADE DESK, INC.

EXHIBIT 21.1

The Trade Desk Cayman (Cayman Islands)

The Trade Desk International Limited (United Kingdom)

The UK Trade Desk Ltd (United Kingdom)

The Trade Desk Australia PTY LTD (Australia)

The Trade Desk GmbH (Germany)

The Trade Desk Korea Yuhan Hoesa (South Korea)

The Trade Desk (Singapore) PTE. LTD. (Singapore)

The Trade Desk Japan K.K. (Japan)

The Trade Desk Limited (Hong Kong)

(Cui Yi Information Science and Technology (Shanghai) Company Limited)

The Trade Desk France SAS (France)

The Trade Desk Spain S.L.U. (Spain)

The Trade Desk Canada Inc. (Canada)

The Trade Desk Italy SRL (Italy)

Trade Desk India Private Limited (India)

PT The Trade Desk Indonesia (Indonesia)

 
CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

We hereby consent to the incorporation by reference in the Registration Statements on Form S‑3 (No. 333-221495 and 333-250029) and Form S-8 (No.
333-236730, 333-229849, 333-223354, 333-218135 and 333-213750) of The Trade Desk, Inc. of our report dated February 18, 2021 relating to the
financial statements and the effectiveness of internal control over financial reporting, which appears in this Form 10-K.

EXHIBIT 23.1

/s/ PricewaterhouseCoopers LLP

Los Angeles, California
February 18, 2021

 
Certification of Principal Executive Officer
pursuant to
Exchange Act Rules 13a-14(a) and 15d-14(a),
as adopted pursuant to
Section 302 of the Sarbanes-Oxley Act of 2002

EXHIBIT 31.1

I, Jeff T. Green, certify that:

1.

2.

3.

4.

I have reviewed this annual report on Form 10-K of The Trade Desk, Inc.;

Based on my knowledge, this report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this
report;

Based on my knowledge, the financial statements, and other financial information included in this report, fairly present in all material respects the
financial condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this report;

The registrant’s other certifying officer and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-
15(f)) for the registrant and have:

a)

b)

c)

d)

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision,
to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by others within
those entities, particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our
supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for
external purposes in accordance with generally accepted accounting principles;

Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our conclusions about the
effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the registrant’s internal control over financial reporting that occurred during the registrant’s most
recent fiscal quarter (the registrant’s fourth fiscal quarter in the case of an annual report) that has materially affected, or is reasonably likely
to materially affect, the registrant’s internal control over financial reporting; and

5.

The registrant’s other certifying officer and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
registrant’s auditors and the audit committee of the registrant’s board of directors (or persons performing the equivalent functions):

a)

b)

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are
reasonably likely to adversely affect the registrant’s ability to record, process, summarize and report financial information; and

Any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal
control over financial reporting.

Date: February 18, 2021

  /s/ Jeff T. Green
Jeff T. Green
Chief Executive Officer

  (Principal Executive Officer)

 
 
 
 
 
 
 
 
 
 
 
Certification of Principal Financial Officer
pursuant to
Exchange Act Rules 13a-14(a) and 15d-14(a),
as adopted pursuant to
Section 302 of the Sarbanes-Oxley Act of 2002

EXHIBIT 31.2

I, Blake J. Grayson, certify that:

1.

2.

3.

4.

I have reviewed this annual report on Form 10-K of The Trade Desk, Inc.;

Based on my knowledge, this report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this
report;

Based on my knowledge, the financial statements, and other financial information included in this report, fairly present in all material respects the
financial condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this report;

The registrant’s other certifying officer and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-
15(f)) for the registrant and have:

a)

b)

c)

d)

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision,
to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by others within
those entities, particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our
supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for
external purposes in accordance with generally accepted accounting principles;

Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our conclusions about the
effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the registrant’s internal control over financial reporting that occurred during the registrant’s most
recent fiscal quarter (the registrant’s fourth fiscal quarter in the case of an annual report) that has materially affected, or is reasonably likely
to materially affect, the registrant’s internal control over financial reporting; and

5.

The registrant’s other certifying officer and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
registrant’s auditors and the audit committee of the registrant’s board of directors (or persons performing the equivalent functions):

a)

b)

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are
reasonably likely to adversely affect the registrant’s ability to record, process, summarize and report financial information; and

Any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal
control over financial reporting.

Date: February 18, 2021

  /s/ Blake J. Grayson
Blake J. Grayson
Chief Financial Officer

  (Principal Financial Officer)

 
 
 
 
 
 
 
 
 
 
 
 
Certifications of Principal Executive Officer and Principal Financial Officer
pursuant to
18 U.S.C. Section 1350,
as adopted pursuant to
Section 906 of the Sarbanes-Oxley Act of 2002

EXHIBIT 32.1

Pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, Jeff T. Green, Chief Executive Officer
(Principal Executive Officer) of The Trade Desk, Inc. (the “Company”), and Blake J. Grayson, Chief Financial Officer (Principal Financial Officer) of the
Company, each hereby certifies that, to the best of his knowledge:

1)

2)

The Company’s Annual Report on Form 10-K for the year ended December 31, 2020, to which this certification is attached as Exhibit 32.1
(the “Report”), fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934; and

The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the
Company.

Date: February 18, 2021

  /s/ Jeff T. Green
  Jeff T. Green
  Chief Executive Officer
  (Principal Executive Officer)

  /s/ Blake J. Grayson
  Blake J. Grayson
  Chief Financial Officer
  (Principal Financial Officer)

The foregoing certifications are being furnished pursuant to 18 U.S.C. Section 1350. They are not being filed for purposes of Section 18 of the Securities
Exchange Act of 1934, as amended, and are not to be incorporated by reference into any filing of the Company, regardless of any general incorporation
language in such filing.