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FY2022 Annual Report · comScore
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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, 2022
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 001-33520
___________________________________________________________________

COMSCORE, INC.
(Exact Name of Registrant as Specified in its Charter)

Delaware
(State or Other Jurisdiction of Incorporation or Organization)

54-1955550
(I.R.S. Employer Identification Number)

11950 Democracy Drive, Suite 600
Reston, Virginia 20190
(Address of Principal Executive Offices)
(703) 438-2000
(Registrant's Telephone Number, Including Area Code)
Securities registered pursuant to Section 12(b) of the Act:

Title of Each Class

Common Stock, par value $0.001 per share

Trading Symbol

SCOR

Name of Each Exchange on Which Registered

NASDAQ Global Select Market

Securities registered pursuant to Section 12(g) of the Act: None.
 ___________________________________________________________________

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 Section 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
definitions 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

☐
☐

Accelerated filer
Smaller reporting company
Emerging growth 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. ☑
If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error
to previously issued financial statements. ☐
Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant's executive
officers during the relevant recovery period pursuant to § 240.10D-1(b). ☐
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).  Yes ☐   No ☑
The aggregate market value of the registrant's voting and non-voting common equity held by non-affiliates of the registrant, as of June 30, 2022, the last business day of the registrant's most
recently completed second fiscal quarter, was approximately $160.0 million (based on the closing price of the registrant's common stock on the Nasdaq Global Select Market on that date).
Solely for purposes of this disclosure, shares of the registrant's common stock held by executive officers and directors and each person who owned 10% or more of the outstanding common
stock of the registrant have been excluded in that such persons may be deemed to be affiliates. This determination of affiliate status is not a conclusive determination for other purposes.
Indicate the number of shares outstanding of each of the registrant's classes of common stock, as of the latest practicable date: As of February 24, 2023, there were 92,187,156 shares of the
registrant's common stock outstanding.

DOCUMENTS INCORPORATED BY REFERENCE

Specified portions of the registrant's Proxy Statement with respect to its 2023 Annual Meeting of Stockholders, to be filed with the Securities and Exchange Commission no later than 120 days
following the end of the registrant's fiscal year ended December 31, 2022, are incorporated by reference in Part III of this Annual Report on Form 10-K.

 
 
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COMSCORE, INC.

ANNUAL REPORT ON FORM 10-K
FOR THE PERIOD ENDED DECEMBER 31, 2022

TABLE OF CONTENTS

Cautionary Note Regarding 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.
Item 9C.

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
Reserved
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
Disclosure Regarding Foreign Jurisdictions that Prevent Inspections

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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CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS

We may make certain statements, including in this Annual Report on Form 10-K, or 10-K, including the information contained in Item 7, "Management's
Discussion and Analysis of Financial Condition and Results of Operations" of this 10-K, and the information incorporated by reference in this 10-K, that
constitute forward-looking statements within the meaning of federal and state securities laws. Forward-looking statements are all statements other than
statements of historical fact. We attempt to identify these forward-looking statements by words such as "may," "will," "should," "could," "might," "expect,"
"plan,"  "anticipate,"  "believe,"  "estimate,"  "target,"  "goal,"  "predict,"  "intend,"  "potential,"  "continue,"  "seek"  and  other  comparable  words.  Similarly,
statements that describe our business strategy, goals, prospects, opportunities, outlook, objectives, plans or intentions are also forward-looking statements.
These statements may relate to, but are not limited to, expectations of future operating results or financial performance; expectations regarding the impact
on  our  business  of  the  coronavirus  ("COVID-19")  pandemic  and  global  measures  to  mitigate  the  spread  of  the  virus;  expectations  regarding  our
restructuring activities and cost-reduction initiatives; macroeconomic trends that we expect may influence our business, including any recession or changes
in  consumer  behavior  resulting  from  the  COVID-19  pandemic  or  other  factors;  plans  for  financing  and  capital  expenditures;  expectations  regarding
liquidity,  customer  payments  and  compliance  with  debt  and  financing  covenants  and  other  payment  obligations;  expectations  regarding  enhanced
commercial relationships and the development and introduction of new products; potential limitations on our net operating loss carryforwards and other
tax assets; regulatory compliance and expected changes in the regulatory or privacy landscape affecting our business; expected impact of litigation and
regulatory proceedings; and plans for growth and future operations, as well as assumptions relating to the foregoing.

Forward-looking statements are inherently subject to risks and uncertainties, some of which cannot be predicted or quantified. These statements are based
on  expectations  and  assumptions  as  of  the  date  of  this  10-K  regarding  future  events  and  business  performance  and  involve  known  and  unknown  risks,
uncertainties and other factors that may cause actual events or results to be materially different from any future events or results expressed or implied by
these statements. These factors include those set forth in the following discussion and within Item 1A, "Risk Factors" of this 10-K and elsewhere within this
report, and those identified in other documents that we file from time to time with the U.S. Securities and Exchange Commission, or SEC.

We believe that it is important to communicate our future expectations to our investors. However, there may be events in the future that we are not able to
accurately  predict  or  control  and  that  may  cause  our  actual  results  to  differ  materially  from  the  expectations  we  describe  in  our  forward-looking
statements. You should not place undue reliance on forward-looking statements, which apply only as of the date of this 10-K. You should carefully review
the risk factors described in this 10-K and in other documents that we file from time to time with the SEC. Except as required by applicable law, including
the rules and regulations of the SEC, we undertake no obligation, and expressly disclaim any duty, to publicly update or revise forward-looking statements,
whether as a result of any new information, future events or otherwise. Although we believe the expectations reflected in the forward-looking statements are
reasonable  as  of  the  date  of  this  10-K,  our  statements  are  not  guarantees  of  future  results,  levels  of  activity,  performance,  or  achievements,  and  actual
outcomes and results may differ materially from those expressed in, or implied by, any of our statements.

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ITEM 1.

BUSINESS

PART I

Unless  the  context  requires  otherwise,  references  in  this  10-K  to  "Comscore,"  "we,"  "us,"  the  "Company"  and  "our"  refer  to  comScore,  Inc.  and  its
consolidated  subsidiaries.  We  have  registered  trademarks  around  the  globe,  including  Unified  Digital  Measurement®,  UDM®,  vCE®,  Metrix®,
Essentials®, Box Office Essentials®, OnDemand Essentials®, and TV Essentials®. This 10-K also contains additional trademarks and trade names of our
company and our subsidiaries. We file and maintain trademark protection for our products and services. All trademarks and trade names appearing in this
10-K are the property of their respective holders.

Overview

We are a global information and analytics company that measures advertising, content, and the consumer audiences of each, across media platforms. We
create our products using a global data platform that combines information on digital platforms (connected (Smart) televisions, mobile devices, tablets and
computers),  television  ("TV"),  direct  to  consumer  applications,  and  movie  screens  with  demographics  and  other  descriptive  information.  We  have
developed proprietary data science that enables measurement of person-level and household-level audiences, removing duplicated viewing across devices
and over time. This combination of data and methods enables a common standard for buyers and sellers to transact on advertising. This helps companies
across  the  media  ecosystem  better  understand  and  monetize  their  audiences  and  develop  marketing  plans,  content  and  products  to  more  efficiently  and
effectively reach those audiences. Our ability to unify behavioral and other descriptive data enables us to provide audience ratings, advertising verification,
and granular consumer segments that describe hundreds of millions of consumers. Our customers include digital publishers, television networks, movie
studios, content owners, brand advertisers, agencies and technology providers.

The  information  we  analyze  crosses  geographies,  types  of  content  and  activities,  including  websites,  mobile  and  over  the  top  ("OTT")  applications
("apps"), video games, television and movie programming, electronic commerce ("e-commerce") and advertising.

We are a Delaware corporation headquartered in Reston, Virginia with principal offices located at 11950 Democracy Drive, Suite 600, Reston, VA 20190.
Our telephone number is 703-438-2000.

Recent Key Developments

Leadership Changes

On July 5, 2022, our Board of Directors (the "Board") appointed Jonathan Carpenter as our Chief Executive Officer, effective July 6, 2022. In connection
with Mr. Carpenter's appointment, William Livek retired as our Chief Executive Officer. Also on July 5, 2022, the Board appointed Mary Margaret Curry
as our Chief Financial Officer and Treasurer, effective July 6, 2022. Ms. Curry continues to serve as our principal accounting officer.

On August 22, 2022, our Board appointed Greg Dale as Chief Operating Officer and David Algranati as Chief Innovation Officer of the Company, effective
August 23, 2022. We also announced that our Chief Commercial Officer, Chris Wilson, would depart the Company effective October 1, 2022.

Organizational Restructuring

On September 29, 2022, we communicated a workforce reduction as part of our broader efforts to improve cost efficiency and better align our operating
structure  and  resources  with  strategic  priorities  (collectively,  the  "Restructuring  Plan").  In  addition  to  employee  terminations,  the  Restructuring  Plan  is
expected to include the reallocation of commercial and product development resources; reinvestment in and modernization of key technology platforms;
consolidation of data storage and processing activities to reduce our data center footprint; and reduction of other operating expenses, including software and
facility  costs.  We  may  also  determine  to  exit  certain  activities  in  certain  geographic  regions  in  order  to  more  effectively  align  resources  with  business
priorities.

Amendment to Revolving Credit Agreement

On February 25, 2022, we entered into an amendment to our senior secured revolving credit agreement (the "Revolving Credit Agreement") to expand our
aggregate borrowing capacity from $25.0 million to $40.0 million. The 2022 amendment also replaced the Eurodollar Rate with a SOFR-based interest rate
and modified the Applicable Rate definition in the Revolving Credit Agreement to increase the Applicable Rate payable on SOFR-based loans to 2.50%.
Finally, the amendment modified certain financial covenants under the Revolving Credit Agreement.

On  February  24,  2023,  we  entered  into  an  additional  amendment  to  the  Revolving  Credit  Agreement  that  further  modified  our  financial  covenants,
introduced a minimum liquidity covenant, and increased the Applicable Rate payable on SOFR-based loans to 3.50%. Refer to Footnote 16, Subsequent
Events, of the Notes to the Consolidated Financial Statements for additional information about the 2023 amendment.

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Macroeconomic Factors

During 2020 and 2021, the COVID-19 pandemic and related government mandates and restrictions had a significant impact on the media, advertising and
entertainment  industries  in  which  we  operate.  The  pandemic  also  had  an  impact  on  our  business,  including  with  respect  to  the  execution  of  new  and
renewal contracts, the impact of closed movie theaters on our customers, customer payment delays and requests to modify contractual payment terms. In
response  to  the  COVID-19  pandemic,  we  took  actions  in  2020  and  2021  to  mitigate  the  liquidity  impact,  including  freezing  hiring,  exiting  non-critical
consultants and contractors, terminating or negotiating reductions in vendor agreements and leases, and reducing certain travel, marketing, recruiting and
other corporate activities. Although we cannot quantify the impact that the pandemic may have on our business in the future, we saw positive recovery in
2022, including the reopening of theaters in most markets worldwide. At the same time, however, macroeconomic factors such as inflation, rising interest
rates, and supply chain disruptions caused some advertisers to reduce or delay advertising expenditures in the second half of 2022. These declines had a
direct impact on demand for our products, particularly those for which we recognize revenue based on impressions used. We expect that softness in the
advertising market will continue to affect our business in 2023.

Background and Market

We  were  founded  in  1999  on  the  belief  that  digital  technology  would  transform  the  interactions  between  people,  media  and  brands  in  ways  that  would
generate substantial demand for data and analytics about that interaction. The growing adoption of digital technologies also allowed measurement of the
behavior of consumers' online activities. Based on this vision, we built a global opt-in panel that provided insight into online activities. Over the years we
have enhanced our product offerings by uniting panel data with census-level data from website tags and other sources, and we expanded our presence in
various markets. We also have access to millions of television and video on demand ("VOD") screens and the ability to measure box office results from
movie screens across the world.

In  December  2021,  we  acquired  Shareablee,  Inc.  ("Shareablee"),  allowing  us  to  expand  our  Media  Metrix®  and  Video  Metrix®  currencies  to  include
Shareablee's social media engagement and video insights, in order to bridge the industry gap of traditional digital and social measurement services.

Our Approach to Media Measurement

Our approach to measuring media consumption addresses the ubiquitous nature of media content and the fragmentation caused by the variety of platforms
and  technologies  used  to  access  such  content.  Advertising  exposure  and  effectiveness  is  another  rapidly  changing  and  fragmented  area  where  we  apply
scale  for  validation  and  campaign  measurement  across  devices,  platforms  and  ecosystem  technology  providers.  We  believe  this  fragmentation  presents
major challenges to using legacy measurement systems that are comprised of relatively small panels of cooperating consumers or limited to specific media
platforms. Our products and services are built on measurement and analytic capabilities comprised of broad-based data collection, proprietary databases,
internally  developed  software  and  a  computational  infrastructure  to  measure,  analyze  and  report  on  digital,  television  and  movie  activity  at  the  level  of
granularity that we believe the media and advertising industries need.

Data Collection

The following collection methods illustrate our extensive data sourcing:

• We  collect  data  from  proprietary  consumer  panels  that  measure  the  use  of  computers,  tablets  and  smartphones  that  access  the  internet.  These

panelists have agreed to install our passive metering software on their devices, home network or both.

•

Comscore's Digital Census Data is our census digital network whereby content publishers share information with us. That sharing includes direct
integrations with the publishers, as well as publishers' implementation of our software code (referred to as "tagging") on their websites, in mobile
applications and video players to provide us usage information.

• We license certain demographic and behavioral mobile and panel data from third-party data providers.

• We obtain television viewership information from satellite, telecommunications, connected (Smart) TV and cable operators covering millions of

television and VOD screens.

• We measure gross receipts and attendance information from movie screens across the world.

• We integrate our digital and television viewership information with other third-party datasets that include consumer demographic characteristics,

attitudes, lifestyles and purchase behavior.

• We integrate many of our services with ad serving platforms.

• We utilize knowledgeable in-house industry analysts that span verticals such as pharmaceuticals, media, finance, consumer packaged goods and

political information to add value to our data.

• We have created an opt-in Total Home Panel, which can capture data that runs through a home's internet connection. This expands our intelligence

to include such activity as game console and Internet of Things ("IOT") device usage.

• We collect content and advertising data from major social platforms for measurement, audience, and lift analysis.

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Data Science and Management

The ability to integrate, manage and transform massive amounts of data is core to our company. We continue to invest in technologies to enable large-scale
measurement  with  protection  of  consumer  privacy  and  attractive  economics.  Our  systems  contain  multiple  redundancies  and  advanced  distributed
processing technologies. We have created innovations such as:

• Our United Digital Measurement® ("UDM") methodology, which allows us to combine person-centric panel data with website server data. We

believe this gives our customers greater accuracy, granularity and relevance in audience measurement.

• Our TV measurement systems, underpinned by multiple patents, which enable us to provide a consistent measurement of TV audience sizes across

national, local, and addressable television to customers evaluating programming as well as customers selling and buying TV advertising.

• An ability to de-duplicate audiences across platforms, which is based on direct observations within our consumer panel and census data combined
with  proprietary  data  science.  This  de-duplication  allows  us  to  measure  the  reach  and  frequency  of  advertising  and  content  exposure  across
platforms and over time.

• An  ability  to  capture  the  full  content  of  a  website  or  app  session,  which  allows  us  to  measure  activity  beyond  page  views  such  as  purchase

transactions, application submissions and product configurations.

• An ability to intelligently categorize massive amounts of web and video content, which allows us to inform targeted and brand-safe advertising.

Product Delivery

We deliver our products and services through diverse methods to meet the needs of our customers. These include Software-as-a-Service ("SAAS") delivery
platforms,  application  programming  interface  and  other  data  feeds  that  integrate  directly  with  customer  systems,  and  integrations  with  advertising
technology providers such as data management platforms and demand-side platforms that enable data management, ad management and programmatic ad
trading.

Our Products and Services

Our products and services help our customers measure audiences and consumer behavior across media platforms, while offering validation of advertising
delivery and its effectiveness. Our customers include:

•

Local and national television broadcasters and content owners;

• Network operators including cable companies, mobile operators and internet service providers;

• Distributors of streaming video content;

• Digital content publishers and internet technology companies;

• Advertising technology companies that aggregate supply and demand side inventory for sale to end customers;

• Advertising agencies;

• Movie studios and movie theater operators;

•

Financial service companies, including investment firms, consumer banks and credit card issuers;

• Manufacturers and retailers of consumer products such as consumer packaged goods, pharmaceuticals, automotive and electronics; and

•

Political campaigns and related organizations.

During 2022, our products and services were organized around two solution groups:

•    Digital Ad Solutions provide measurement of the behavior and characteristics of audiences across digital platforms, including computers, tablets,

mobile and other connected devices. This solution group also includes custom offerings that provide end-to-end solutions for planning,
optimization and evaluation of advertising campaigns and brand protection across digital platforms, including transactional outcome-based
measurement driven by our Activation and Comscore Campaign Ratings ("CCR") products.

•    Cross Platform Solutions provide measurement of content and advertising audiences across local, national and addressable television, including
consumption through connected (Smart) televisions, and are designed to help customers find the most relevant viewing audience whether that
viewing is linear, non-linear, online or on-demand. This solution group also includes custom offerings that provide end-to-end solutions for
planning, optimization and evaluation of advertising campaigns across platforms. In addition, this solution group includes products that measure
movie viewership and box office results by capturing movie ticket sales in real time or near real time and includes box office analytics, trend
analysis and insights for movie studios and movie theater operators worldwide.

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We  categorize  our  revenue  for  2022  and  prior  periods  along  these  two  solution  groups;  however,  our  shared  cost  structure  is  defined  and  tracked  by
function and not by our solution groups. These shared costs include employee costs, operational overhead, data centers and our technology that supports
our product offerings.

Digital Ad Solutions products and services include:

• Media  Metrix  Multi-Platform  and  Mobile  Metrix,  which  measure  websites  and  apps  on  computers,  smartphones  and  tablets  across  dozens  of
countries, are leading currencies for online media planning and enable customers to analyze audience size, reach, engagement, demographics and
other characteristics. Publishers use Media Metrix Multi-Platform and Mobile Metrix to demonstrate the value of their audiences and understand
market dynamics, and advertisers and their agencies use Media Metrix Multi-Platform and Mobile Metrix to plan and execute effective marketing
and content campaigns. These products also provide competitive intelligence such as cross-site visiting patterns, traffic source/loss reporting and
local market trends.

• Video  Metrix  Multi-Platform,  which  delivers  unduplicated  measurement  of  digital  video  consumption  across  computer,  smartphone,  tablet  and

connected TV ("CTV") devices and provides TV-comparable reach and engagement metrics, as well as audience demographics.

•

•

•

Plan  Metrix,  which  provides  an  understanding  of  consumer  lifestyle,  buying  and  other  consumption  habits,  online  and  offline,  by  integrating
attitudes and interests with online behavior and provides customers with insight into patterns and trends needed to develop and execute advertising
and marketing campaigns.

Total Home Panel Suite, including CTV Intelligence and Connected Home, which capture CTV and IOT device usage and content consumption.
Comscore Connected Home enables users to better understand consumer engagement with technology and media by measuring behavior across
network  and  router-connected  devices  in  the  home.  Comscore  CTV  Intelligence  provides  clients  with  critical  insight  into  consumer  streaming
activity on TV-connected devices, including smart TVs, streaming sticks and boxes, and gaming consoles.

CCR, which expands upon validated Campaign Essentials ("vCE") verification of mobile and desktop video campaigns with the addition of video
advertising delivered via digital, CTV and TV and provides unduplicated reporting that enables ad buyers and sellers to negotiate and evaluate
campaigns across media platforms.

• XMedia Enhanced, which provides a deduplicated view of national programming content across TV, digital, and CTV platforms.

•

•

•

Comscore Marketing Solutions, which provide analytics that integrate online visitation and advertising data, TV viewing, purchase transactions,
attitudinal  research  and  other  information  assets.  These  custom  deliverables  are  designed  to  meet  client  needs  in  specific  industries  such  as
automotive,  financial  services,  media,  retail,  travel,  telecommunications  and  technology.  Applications  include  path-to-purchase  analyses,
competitive benchmarking, market segmentation studies, and branded content analytics.

Lift Models, which measure the impact of advertising on a brand across multiple behavioral and attitudinal dimensions such as brand awareness,
purchase  intent,  online  visitation,  online  and  offline  purchase  behavior  and  retail  store  visitation,  enabling  customers  to  fine  tune  campaign
strategy and execution.

Survey Analytics, which measure various types of consumer insights including brand health metrics.

• Activation Solutions, including Audience Activation and Content Activation. Comscore Audience Activation offers targeting with demographics
and cross-screen behaviors for digital, mobile and CTV campaigns. Comscore Content Activation provides a robust set of pre-bid inventory filters
to  help  marketers  and  media  companies  achieve  brand-safe,  relevant  campaign  delivery  across  desktop,  mobile,  podcasts,  and  CTV.  A  new
addition  to  the  Content  Activation  suite,  Predictive  Audiences  delivers  contextually  delivered,  ID-free  segments  based  on  granular  audience
behaviors.

Cross Platform Solutions products and services include:

•

•

Comscore TV - National, which combines TV viewing information with marketing segmentation and consumer databases for enhanced audience
intelligence. Comscore TV - National data is also used in analytical applications to help customers better understand the performance of network
advertising campaigns.

Comscore TV - Local, which allows customers to better understand consumer viewing patterns and characteristics across local TV stations and
cable  channels  in  their  market(s)  to  promote  viewership  of  a  particular  station  and  negotiate  inventory  pricing  based  on  the  size,  value  and
relevance of the audience.

• OnDemand  Essentials,  which  provides  multichannel  video  programming  distributors  and  content  providers  with  transactional  tracking  and
reporting  based  on  millions  of  television  screens,  enabling  our  customers  to  plan  advertising  campaigns  that  more  precisely  target  consumers
watching on-demand video content.

• Movie Solutions, including Box Office Essentials and International Box Office Essentials, which provide detailed measurement of domestic and
international theatrical gross receipts and attendance, with movie-specific information across the globe; PostTrak, which is an exit polling service
that reports audience demographics and the aspects of each title that

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trigger interest and attendance; and Swift, which is an electronic box office reporting system that facilitates the flow of reconciled theater-level
ticket transactions.

• Hollywood  Software  Suite,  including  Comscore  Theatrical  Distribution  System  ("TDS"),  Comscore  Exhibitor  Management  System  ("EMS"),
Comscore Enterprise Web, and Cinema Auditorium Control Engine ("ACE"). Comscore TDS is an advanced software to help manage theatrical
distribution worldwide. Comscore EMS provides a virtual staff of booking assistants and accountants working to consolidate point-of-sale data.
Comscore  Enterprise  Web  gives  circuit  managers  an  over-the-shoulder  look  at  operations  inside  their  theaters.  Cinema  ACE  is  a  theater
management system that drives productivity and efficiency across digital cinema operations.

Research and Development

Our  research  and  development  activities  span  our  business  of  media  and  cross-platform  measurement,  encompassing  data  collection,  data  science,
analytical  application  development  and  product  delivery.  We  continue  to  focus  on  expanding  our  coverage  and  scale,  precision  and  granularity  across
diverse types of media, devices and geographies using our census, panel and other data assets.

Examples of our research and development initiatives include:

•

Enhancing our recruiting methods and software applications;

• Developing new technologies to manage, stage and deliver cross-platform data and analytics through traditional web-based user interfaces and via

integration with customer systems;

• Designing  solutions  to  continue  to  measure  the  online  media  space  while  honoring  increased  privacy  concerns,  including  the  development  of

industry-compatible, interoperable methodologies that will function as browser, regulatory, and legal environments change;

•

•

Creating new methodologies to measure person-level TV and digital consumption at scale and across platforms; and

Continuing  to  develop  expertise  in  combining  multiple  data  assets,  both  to  leverage  single-platform  datasets  into  representative  cross-platform
measurements  as  well  as  working  with  the  data  of  partner  companies,  allowing  us  to  enhance  existing  services  and  create  new  and  innovative
audience  measurement  products.  These  efforts  include  original  research  into  the  measurement  of  data  overlaps  and  de-duplication  in  the
measurement of reach.

Recent Product Investments and Releases

Cookieless - Engineering Products in a Privacy Centric World

Our digital measurement is centered upon using first party panel data combined with additional information captured through census measurement and data
partnerships. Historically, we have used cookies and mobile advertising IDs to provide additional context and scale to our digital audience measurement
solutions, as well as to assist in more targeted measurement and reportability. The development of new opt-in permissions and enhanced focus on consent-
based  measurement  provide  the  benefit  of  limiting  the  transfer  of  consumer  personal  information,  but  also  mean  changes  to  data  collection  and
measurement processes.

We are adopting and developing new methodologies to lead this transition to a more privacy-centric world. A key component is leveraging our capabilities
in panels, which we believe give us a competitive advantage in digital and cross-platform management. In parallel, our work with existing and new partners
to  collaborate  and  test  emerging  solutions  is  intended  to  expand  the  reach  of  our  large-scale  integrations.  We  are  creating  measurement  innovations
designed  to  produce  stronger  products  engineered  for  privacy,  building  from  the  pioneering  UDM  concept  and  moving  toward  privacy-first  consented
identifiers and methodologies.

We are also engaged in industry initiatives that focus on the viability and success of cross media measurement to support the "free web," which is driven by
advertising investment. One of these initiatives, championed by the Association of National Advertisers ("ANA"), Google, Meta, and TikTok, is a global
privacy measurement framework proposal from the World Federation of Advertisers ("WFA"). In 2021, we were selected by the ANA as a partner in their
Cross-Media  Measurement  initiative  for  a  pilot  in  measuring  privacy-preserving  reach  and  frequency  measurements  for  television  and  digital  media
audiences, which is capable of reporting both demographics and cross-platform de-duplication. During 2022, we worked with the ANA to demonstrate that
the WFA's framework for content and ad measurement can be successful and scale.

Comscore Predictive Audiences

With third-party cookie deprecation fast approaching, advertisers need bold new solutions to ensure their campaigns continue to reach the right audiences
without interruption. In 2021 we launched Predictive Audiences – a cookie-free targeting capability that enables advertisers to reach audiences based on
granular consumer behavior through privacy-friendly contextual signals. This solution delivers scale and precision beyond what was previously available in
the industry, and can be used across digital, mobile, and CTV campaigns.

Intellectual Property

Our  intellectual  property  assets  are  important  to  protect  our  business.  We  protect  our  innovations  and  products  with  numerous  patents,  trademarks,
copyrights, trade secrets, and other intellectual property. In particular, we file for, and seek to acquire patent rights for our

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innovations and we continue to seek to enhance our patent portfolio through targeted and strategic patent filings and licensing opportunities. We believe
that we own the material trademarks used in connection with the marketing, distribution and sale of our products, both domestically and internationally. We
will continue to pursue intellectual property opportunities in areas and technologies that we deem to be strategic and appropriate for our business.

Patents

Our patents extend across our data capture and processing techniques and include the following:

• Data Collection - metering such as biometrics and audio fingerprinting, tagging such as video viewability, browser optimization, IP obfuscation

and TV-off measurement methodology.

• Data  Processing  -  traffic  and  content  categorization,  demographic  attribution,  ad  effectiveness  measurement,  data  overlap  and  fusion,  invalid

traffic detection, data weighting, projection and processing of return path data.

Trademarks

We file and maintain trademark protection for our products and services. We rely on trademarks and service marks to protect our intellectual property assets
and believe these are important to our marketing efforts and the competitive value of our products and services. We have registered trademarks around the
globe,  including  Unified  Digital  Measurement®,  UDM®,  vCE®,  Metrix®,  Essentials®,  Box  Office  Essentials®,  OnDemand  Essentials®,  and  TV
Essentials®.  This  10-K  also  contains  additional  trademarks  and  trade  names  of  our  Company  and  our  subsidiaries.  All  trademarks  and  trade  names
appearing in this 10-K are the property of their respective holders.

Licenses

We license data from third-party providers across the media platforms that we measure. Our licenses include agreements with satellite, telecommunications
and  cable  operators  covering  television  and  VOD  viewership  data,  third-party  scheduling  datasets  and  data  matching  partners,  and  agreements  with
providers of demographic and behavioral mobile and panel data. See "Our Approach to Media Measurement" above for a discussion of our data sourcing.

Competition

The market for audience and advertising measurement products is highly competitive and is evolving rapidly. We compete primarily with other providers of
media  intelligence  and  related  analytical  products  and  services.  We  also  compete  with  providers  of  marketing  services  and  solutions,  with  full-service
survey providers and with internal solutions developed by customers and potential customers. Our principal competitors include:

•

•

•

Full-service market research firms, including Nielsen, Ipsos and GfK;

Television  measurement  competitors,  which  are  evolving  with  the  marketplace  and  now  include  advertising  measurement  startups  such  as
VideoAmp, iSpot and others;

Companies that provide audience ratings for TV, radio and other media that have extended or may extend their current services, particularly in
certain international markets, to the measurement of digital media, including Nielsen Audio (formerly Arbitron) and Xperi Corporation;

• Online advertising companies that provide measurement of online ad effectiveness and ad delivery used for billing purposes, including Nielsen,

Google and Meta;

•

•

Companies that provide digital advertising technology point solutions, including DoubleVerify, Integral Ad Science, Oracle Moat and HUMAN;

Companies that provide audience measurement and competitive intelligence across digital platforms, including Nielsen, Similarweb and Data AI;

• Analytical services companies that provide customers with detailed information about behavior on their own websites, including Adobe Analytics,

IBM Digital Analytics and WebTrends Inc.;

•

•

Companies that report Smart TV data such as Vizio, LG, Samsung and Samba TV; and

Companies that provide consumers with TV and digital services such as DirecTV and Comcast.

We compete based on the following principal factors:

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•

•

•

•

•

The ability to provide accurate measurement of digital audiences across multiple digital platforms;

The ability to provide TV audience measurement based on large-scale data that increases accuracy and reduces variability;

The ability to provide deduplicated audience measurement across platforms;

The  ability  to  provide  actual,  accurate  and  reliable  data  regarding  audience  behavior  and  activity  in  a  timely  manner,  including  the  ability  to
maintain large and statistically representative panels;

The ability to provide reliable and objective third-party data that, as needed, is able to receive industry-accepted accreditation;

The ability to adapt product offerings to emerging digital media technologies and standards;

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•

•

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The breadth and depth of products and their flexibility and ease of use;

The availability of data across various industry verticals and geographic areas and expertise across these verticals and in these geographic areas;
and

The ability to offer products that meet the changing needs of customers, particularly in the evolving privacy environment.

We believe we compete favorably on these factors and that our vision and investments in the future of media measurement across platforms will deliver
products and services that our customers will continue to trust and value.

Government Regulation and Privacy

Data  security  and  privacy  laws  apply  to  our  various  businesses.  We  have  programs  in  place  to  detect,  contain  and  respond  to  data  security  incidents;
however, increasing technology risks or unauthorized users who successfully breach our network security could misappropriate or misuse our proprietary
information or cause interruptions in our services. Many countries have data protection laws with different requirements than those in the U.S., and many
states in the U.S. have or are developing their own data protection and privacy requirements. This may result in inconsistent requirements and differing
interpretations across jurisdictions.

Governments,  privacy  advocates  and  class  action  attorneys  are  increasingly  scrutinizing  how  companies  collect,  process,  use,  store,  share  and  transmit
personal data. A number of laws have recently come into effect, and there are proposals pending before federal, state and foreign legislative and regulatory
bodies that have affected and are likely to continue to affect our business. For example, the European Union's ("EU") General Data Protection Regulation,
or GDPR, became effective in 2018, imposing more stringent EU data protection requirements and providing for greater penalties for noncompliance. In
addition, regulators in the EU, the U.S. and elsewhere are increasingly focused on transparency, consent, consumer choice and the collection of data using
tracking technologies. In the EU, cross-border data transfers are increasingly scrutinized to ensure compliance, and there have been expanded enforcement
efforts  in  this  area.  Five  U.S.  states  now  have  comprehensive  privacy  laws  governing  the  collection  and  use  of  personal  information.  The  California
Consumer Privacy Act, which went into effect in 2020, was substantially expanded by the California Privacy Rights Act of 2020, which went into effect in
January 2023. The Virginia Consumer Data Protection Act, the Colorado Privacy Act, the Connecticut Data Privacy Act and the Utah Consumer Privacy
Act  all  came  into  effect  or  will  come  into  effect  in  2023.  These  U.S.  federal  and  state  and  foreign  laws  and  regulations,  which  in  some  cases  can  be
enforced by private parties in addition to government entities, are constantly evolving and impose new and complex requirements on our business. Failure
to  comply  with  these  laws  or  other  privacy,  data  collection,  data  transfer  or  consent  requirements,  could  result  in  substantial  penalties  and  reputational
harm.

We also monitor actions by the Federal Communications Commission, the Federal Trade Commission, and their state and foreign counterparts, including
regulatory developments affecting Internet Service Providers, advertisers and other industry participants.

Human Capital Management

Our  management  of  human  capital  is  essential  to  the  success  of  our  company,  and  our  management  team  is  actively  engaged  in  developing  a  strong,
engaged team to execute on our business plans.

As of January 31, 2023, we had 1,382 employees and 174 contingent providers/contractors. Our employee population, which is comprised 94% of full-time
employees and 6% of part-time employees, is dispersed across the globe, as outlined below as of December 31, 2022.

North America
Asia-Pacific Rim
Europe
Latin America

The following table outlines the percentage of employees in different functional areas as of December 31, 2022:

Product and Technology
Sales and Service
Movies
General and Administrative

Employee Engagement & Retention

Percent of Employees

61%
17%
12%
10%

Percent of Employees

52%
23%
15%
10%

The development, attraction and retention of talent is critical to the success of our business. We focus on building employee engagement; developing a
positive culture of trust, transparency, learning, and involvement; and competitive pay and benefits

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structures to attract and retain employees and protect the intellectual capital that we have built. We regularly review our employee turnover and satisfaction
rates,  and  develop  strategies  and  tactics  to  improve  employee  engagement  and  retention.  On  average,  employee  tenure  is  approximately  five  years,  and
more than 10% of our employees have been employed by our company for more than ten years.

We seek to attract and retain the best talent from a diverse group of sources around the world, in order to meet our current and future staffing needs. In
addition to a robust employee referral practice and independent outreach, we have developed relationships with universities, professional associations, and
industry  alliances  to  further  increase  our  outreach  and  talent  pool.  In  2022,  our  company  conducted  hiring  in  North  America,  Europe,  India,  and  Latin
America.

Where feasible within the countries in which we operate, we provide a competitive and varied portfolio of healthcare, wellness, financial, and other benefit
offerings to suit the diverse needs and lifestyles of our employees. Within the United States, 84% of our employee population was enrolled in one of our
healthcare plans as of December 31, 2022.

We  provide  virtual,  on-demand  learning  opportunities  to  all  employees,  and  we  also  develop  and  deliver  custom  learning  programs  to  meet  specific
business needs and employee interests. In 2022, approximately 80% of our employees participated in learning activities through the on-demand portal.

We believe we have strong labor practices and employee-friendly policies that enable a culture of trust, collaboration, and compliance. Our employment
standards begin and end with respect for the dignity and worth of each person. Employees have multiple avenues through which to express opinions, ideas,
and concerns, which enables an open culture of communication and inclusion; our policies require that complaints are investigated and any findings are
addressed. Our employees are not represented by labor unions outside of those few countries where union representation is a customary practice of doing
business. The Company operates a Compliance Management System, a key component of which is mandatory training for all employees in areas including
workplace harassment and our code of business conduct.

Work Environment

We believe we have created a work environment, whether in person or virtually, that represents our commitment to safety and wellness. We provide both
system and technology capability as well as personal support, including wellness activities and resources, virtual social activities, and support for working
parents. Supporting the person, not just the "worker," allows us to maintain business operations without endangering employees or customers. We had no
safety incidents reported in 2022.

Diversity and Inclusion

We strive to build and develop a workforce that reflects diversity, equity, and inclusion at all levels of the organization. As of December 31, 2022, over
40% of our global workforce was female and approximately 40% of our executive leaders were female. Within the United States, more than 30% of our
employees identified as a person of color or as other than white. Our view is that our culture of involvement and appreciation of others enables us to more
fully  develop  and  leverage  the  strengths  of  our  workforce  to  meet  our  business  objectives.  We  place  a  high  value  on  inclusion  and  employee-led
opportunities across the Company, including the Employee Resource Groups ("ERGs") which are sponsored by senior leadership but are developed and
maintained by diverse groups of employees who share or champion common interests, representations, or causes. We currently have ERGs in support of
LGBTQ+ persons, people of color, women, young professionals, and remote workers. We have amplified our conversation and actions relating specifically
to inclusion and diversity in the last year, taking a more active executive stance and implementing learning and development initiatives, additional ERGs,
virtual employee gatherings and activities, and talent acquisition opportunities.

Locations and Geographic Areas

We are located around the globe with employees in 17 countries. Our primary geographic market is the United States, followed by Asia, Europe, Latin
America and Canada. For information with respect to sales by geographic markets, refer to Footnote 4, Revenue Recognition, of the Notes to Consolidated
Financial Statements.

Executive Officers and Directors

Executive Officers

Jonathan (Jon) Carpenter has served as our Chief Executive Officer since July 2022 and was our Chief Financial Officer and Treasurer from November
2021 to July 2022. Mr. Carpenter previously served as Chief Financial Officer of Publishers Clearing House, a direct marketing and media company, from
June 2016 until November 2021. Prior to Publishers Clearing House, he served in divisional CFO roles for Nielsen Company, Sears Holdings and NBC
Universal. He began his career with General Electric in the GE Financial Management Program. Mr. Carpenter holds a bachelor's degree in economics
from the University of Vermont.

Mary Margaret Curry has served as our Chief Financial Officer and Treasurer since July 2022 and as our Chief Accounting Officer since December 2021.
Ms. Curry joined Comscore in 2011 and has served in roles of increasing scope and responsibility since then, including as Global Tax Director (August
2011 to July 2015), Senior Director of Global Tax Compliance and Reporting (July 2015 to May 2018), Vice President of Tax and Treasury (May 2018 to
November 2020) and Senior Vice President and Controller (November

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2020 to December 2021). Prior to joining Comscore, she spent nine years with KPMG. Ms. Curry holds bachelor's and master's degrees in accounting from
East Carolina University and is a Certified Public Accountant.

David Algranati has served as our Chief Innovation Officer since August 2022. Dr. Algranati was our Chief Product Officer from May 2019 to August
2022  and  our  Senior  Vice  President,  Product  Management  from  January  2016  to  May  2019.  He  previously  served  as  Senior  Vice  President,  Product
Innovation and Custom Research at Rentrak Corporation from July 2011 until our merger with Rentrak in January 2016. Prior to Rentrak, he held various
roles with Simmons Market Research and Experian. Dr. Algranati holds a bachelor's degree in political science from The George Washington University,
master's  degrees  in  statistics  and  public  policy  from  Carnegie  Mellon  University,  and  a  doctorate  in  statistics  and  public  policy  from  Carnegie  Mellon
University.

Gregory (Greg) Dale has served as our Chief Operating Officer since August 2022 and was our General Manager, Digital from December 2021 to August
2022. Mr. Dale previously served as Chief Operating Officer of Shareablee, Inc., a social media marketing analytics company, from July 2018 through our
acquisition  of  Shareablee  in  December  2021.  Prior  to  Shareablee,  he  was  Chief  Operating  Officer  of  Persado,  an  artificial  intelligence-based  marketing
content platform, from April 2016 to February 2018. Mr. Dale previously held senior roles with Comscore from 1999 to 2016, and prior to that, worked
with data and analytics firm Information Resources, Inc. He holds a bachelor's degree from Purdue University.

Non-Executive Directors

Nana Banerjee has served as Chairman of the Board since July 2022 and as a director since March 2021. Dr. Banerjee serves as a senior advisor to the
CEO of Cerberus Capital Management, a private equity firm, since September 2021. He also serves on the Board of multiple Cerberus portfolio companies.
From March 2020 to September 2021, he served as a Senior Managing Director of Cerberus Global Technology Solutions. Dr. Banerjee brings extensive
experience in leading, innovating and scaling analytics and technology businesses globally. Prior to joining Cerberus, he served as the President and CEO
of  McGraw-Hill,  an  education  solutions  company,  and  a  member  of  its  Board  of  Directors  from  April  2018  to  October  2019.  From  September  2012  to
March  2018,  he  was  Group  President  and  an  Executive  Officer  of  Verisk  Analytics,  a  data  analytics  company,  with  responsibility  for  its  high-growth
businesses as well as oversight responsibility for its joint data and development environment and its centralized AI and advanced analytics organizations.
He joined Verisk as part of its acquisition of Argus Information and Advisory Services, where he was CEO, and co-president and chief operating officer in
prior roles. In other prior roles, Dr. Banerjee served as head of Citibank's credit card business in the United Kingdom and as vice president of marketing
and analytics at GE Capital. Dr. Banerjee has a Ph.D. in applied mathematics from the State University of New York, a M.S. degree in mathematics from
the  Indian  Institute  of  Technology,  Delhi,  and  a  B.S.  degree  with  honors  in  mathematics  from  St.  Stephens  College,  Delhi.  Dr.  Banerjee's  extensive
experience in analytics and technology enable him to bring valuable perspective to our Board.

Itzhak Fisher has served as a director since March 2021. Mr. Fisher is the Chairman and founder (2014 to present) of Pereg Ventures, a venture capital fund
that invests in B2B information services businesses across the United States and Israel. Previously, he served as the EVP of global product, strategy and
business development at Nielsen, as founder and Executive Chairman of Trendum, and as President and CEO of RSL Communications, where he built a
telecommunications company that operated in over 20 countries and generated more than $1.5 billion in revenues. Mr. Fisher received a B.S. in Computer
Science from New York Institute of Technology and completed advanced studies in computer science at New York University. He served on the board of
directors of SITO Mobile from June 2017 to July 2018. His other affiliations include the Strategic Advisory Group, Goldman Sachs; Advisory Board, NYU
Courant Institute of Mathematical Sciences; and President's Council, Tufts University. Mr. Fisher brings to our Board substantial experience in creating,
operating and investing in digital, media and retail companies.

Leslie Gillin  has  served  as  a  director  since  January  2023.  Ms.  Gillin  is  Chief  Growth  Officer  of  Pagaya  Technologies,  a  financial  technology  company,
where she oversees global growth strategy, business development, marketing, public relations and external communications. She joined Pagaya in October
2021 from JPMorgan Chase, where she served as Chief Marketing Officer of the firm (December 2019 to April 2021) and prior to that was President of
Chase's CoBrand Cards Services (February 2017 to December 2019). Ms. Gillin has also held senior executive leadership positions at Bank of America,
Citi and MBNA, including leadership roles in Canada and Europe. She has been recognized as a Top 50 Women Leaders by Women We Admire in 2022, as
one of 2022's Top 25 Women Leaders in Financial Technology by The Financial Technology Report, honored as a Woman of the Year 2022 by The Stevie
Awards' Women in Business and a Top 25 CMO to Watch by Business Insider in 2020. Ms. Gillin serves on the board of directors of Establishment Labs, a
Nasdaq-listed women's biotech company, and has served on the board of The Ad Council, MasterCard UK Forum, the Philadelphia International Council of
the Arts, The Please Touch Museum and the Delaware Bankers Association. She holds a degree in international relations and Spanish from the University
of Delaware and also attended the University of Salamanca. Ms. Gillin brings a strong background in buy-side media analytics, marketing and financial
services to our Board.

David Kline has served as a director since March 2021. Mr. Kline is Executive Vice President at Charter Communications, a communications and media
company, and President of Spectrum Reach, the advertising sales division of Charter. Mr. Kline joined Charter in 2015 and provides strategic leadership to
guide the company in both the traditional and advanced TV advertising space. Mr. Kline joined Charter from Visible World (now FreeWheel), where he
served as President and COO directing their household addressable sales and programmatic advertising efforts. Earlier in his career, he served as President
and  COO  of  Cablevision  Media  Sales  (now  Altice  Media  Solutions)  for  more  than  17  years.  Mr.  Kline  serves  on  the  board  of  directors  for  the  Video
Advertising Bureau and private companies Ampersand, Blockgraph (where he was appointed Chairman in April 2022) and Canoe. He received a

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B.A. in a personalized study program focusing on marketing, finance, accounting and management from Ohio State University. Mr. Kline is a pioneering
leader in the traditional and advanced TV advertising space and brings valuable relationships and perspective to our Board.

Pierre  Liduena  has  served  as  a  director  since  April  2021.  Mr.  Liduena  is  Group  Vice  President,  Business  Development  at  Charter  Communications,  a
communications and media company, where he manages strategic partnerships for Charter. Prior to this he was Vice President, Corporate Development at
Charter,  where  he  managed  M&A  and  Corporate  Ventures  activities.  Prior  to  joining  Charter  in  2012,  Mr.  Liduena  worked  at  UBS  in  the  Technology,
Media & Telecom investment banking group, and at EY in the Audit and Transaction Advisory groups. Mr. Liduena holds a Master in Management from
EDHEC Business School in France, and an M.B.A. from the Wharton School of the University of Pennsylvania. In addition, he is a graduate of the Cable
Executive  Management  program  at  Harvard  Business  School.  Mr.  Liduena  brings  to  our  Board  financial  expertise  and  substantial  M&A  and  industry
experience.

William (Bill) Livek has served as our Vice Chairman since January 2016. Mr. Livek was our Chief Executive Officer from November 2019 to July 2022
and our President from January 2016 to May 2018. He previously served as Vice Chairman and Chief Executive Officer of Rentrak Corporation, a media
measurement and consumer targeting company, from June 2009 until our merger with Rentrak in January 2016. Prior to Rentrak, Mr. Livek was founder
and  Chief  Executive  Officer  of  Symmetrical  Capital,  an  investment  and  consulting  firm;  Senior  Vice  President,  Strategic  Alliances  and  International
Expansion, of Experian Information Solutions, Inc., a provider of information, analytical and marketing services; and co-President of Experian's subsidiary
Experian Research Services. Mr. Livek has served on the board of directors of the Advertising Research Foundation ("ARF") since July 2022, and prior to
that was a member of the ARF board of trustees. He holds a B.S. degree in Communications Radio/Television from Southern Illinois University. Mr. Livek
brings substantial industry experience and audience measurement expertise to our Board.

Kathleen (Kathi) Love has served as a director since April 2019. Ms. Love is currently the CEO of Motherwell Resources LLC, a company devoted to
management consulting and executive coaching. Prior to founding Motherwell in 2013, Ms. Love served as the President and CEO of GFK MRI (formerly
Mediamark Research). MRI produced audience ratings for the consumer magazine industry in the United States, along with offering a projectable database
on the demographics, attitudes, activities and buying behaviors of the U.S. consumer. MRI also developed and sold various software products. In 2018, Ms.
Love  was  inducted  into  the  Market  Research  Council  Hall  of  Fame.  Prior  to  joining  MRI,  Ms.  Love  held  executive  positions  at  The  New  York  Times,
EMAP  Publishing  and  The  Magazine  Publishers  of  America.  She  has  been  an  adjunct  or  guest  instructor  at  Rutgers  University,  Brooklyn  College  and
Queens College. Ms. Love holds a B.A. degree from Douglass College, Rutgers – The State University, an M.A. from Michigan State University and an
M.Phil.  from  The  Graduate  Center,  C.U.N.Y.  She  has  advanced  to  candidacy  for  a  Ph.D.  in  psychology  and  is  a  professional  certified  executive  coach
(PCC) and a member of the International Coach Federation (ICF). She has served on the board of directors of the Advertising Research Foundation, The
Media Behavior Institute and the Market Research Council, of which she is past President. She sits on the board of the Associate Alumnae of Douglass
College  and  serves  as  the  treasurer  and  on  the  investment  committee.  She  also  uses  her  coaching  skills  during  pro  bono  work  at  the  Atlas  School  for
Autism.

Martin (Marty) Patterson has served as a director since March 2021. Mr. Patterson currently serves as Vice President of Liberty Media Corporation, Qurate
Retail,  Inc.,  Liberty  TripAdvisor  Holdings,  Inc.  and  Liberty  Broadband  Corporation.  He  has  been  with  Liberty  Media  Corporation,  a  media,
communications and entertainment company, and its predecessors since 2010. Mr. Patterson currently serves as a director of Skyhook Wireless, Inc. and
was  formerly  a  director  of  Ideiasnet  S.A.  He  received  his  B.A.  from  Colorado  College  and  is  a  CFA  Charterholder.  Mr.  Patterson  brings  to  our  Board
extensive experience identifying and evaluating investment opportunities in the technology, media and telecommunications sectors.

Brent Rosenthal has served as Lead Director since July 2022 and as a director since January 2016. He served as Chairman of the Board from April 2018 to
July  2022.  Mr.  Rosenthal  is  the  Founder  of  Mountain  Hawk  Capital  Partners,  LLC,  an  investment  fund  focused  on  small  and  microcap  equities  in  the
technology, media, telecom (TMT) and food industries. Mr. Rosenthal has been the Lead Independent Director/Non-Executive Chairman of the board of
directors  of  RiceBran  Technologies,  a  food  company,  since  July  2016  and  served  as  an  advisor  to  the  board  of  directors  and  executive  management  of
FLYHT Aerospace from December 2019 to June 2020 and as a member of the FLYHT Aerospace board of directors since June 2020. He also served on the
board of directors of SITO Mobile, Ltd., a mobile location-based media platform, from August 2016 to July 2018, and as Non-Executive Chairman of its
board of directors from June 2017 to July 2018. Previously, Mr. Rosenthal was a Partner in affiliates of W.R. Huff Asset Management where he worked
from 2002 to 2016. Mr. Rosenthal served as the Non-Executive Chairman of Rentrak Corporation from 2011 to 2016. He was Special Advisor to the board
of directors of Park City Group from November 2015 to February 2018. Mr. Rosenthal earned his B.S. from Lehigh University and M.B.A. from the S.C.
Johnson Graduate School of Management at Cornell University. He is an inactive Certified Public Accountant. Mr. Rosenthal brings to our Board financial
expertise and experience in the media and information industries.

Brian Wendling has served as a director since March 2021. Mr. Wendling is Chief Accounting Officer and Principal Financial Officer of Liberty Media
Corporation, Qurate Retail, Inc. and Liberty Broadband Corporation. He is also Senior Vice President and Chief Financial Officer of Liberty TripAdvisor
Holdings,  Inc.  Mr.  Wendling  has  held  various  positions  with  these  companies  and  their  predecessors  since  1999.  Prior  to  joining  these  companies,  he
worked  in  the  assurance  practice  of  the  accounting  firm  KPMG.  Mr.  Wendling  has  previously  served  on  the  boards  of  Fun  Technologies  Inc.  and
CommerceHub, Inc. He also serves on the board of

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Clothes to Kids of Colorado. He received his Bachelor of Science degree in accounting from Indiana University. Mr. Wendling brings over 25 years of
accounting, public reporting and compliance experience to our Board.

Available Information

We make our periodic and current reports along with amendments to such reports available, free of charge, on our website as soon as reasonably practicable
after  such  material  is  electronically  filed  with  or  furnished  to  the  Securities  and  Exchange  Commission  ("SEC").  Our  website  address  is
www.comscore.com, and such reports are made available free of charge under "SEC Filings" in the Investor Relations section of our website. Information
contained on our website is not part of this 10-K and is not incorporated herein by reference.

You can read our SEC filings, including this 10-K as well as our other periodic and current reports, on the SEC's website at www.sec.gov.

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ITEM 1A.

RISK FACTORS

An investment in our Common Stock involves a substantial risk of loss. You should carefully consider the following risk factors, together with all of the
other information included in this 10-K, before you decide whether to invest in our stock. The risks identified below could materially and adversely affect
our business, financial condition and operating results. In that case, the trading price of our Common Stock could decline, and you could lose part or all of
your investment. The risks described below are not the only risks we face. Additional risks and uncertainties not currently known to us or that we currently
deem to be immaterial also may materially and adversely affect our business, financial condition and operating results, and may result in the loss of part or
all of your investment.

Summary Risk Factors

Our  business  is  subject  to  a  number  of  risks,  including  risks  that  may  prevent  us  from  achieving  our  business  objectives  or  may  adversely  affect  our
business, financial condition, results of operations, cash flows and prospects. These risks are discussed more fully below and include, but are not limited to:

Risks Related to Our Business and Our Technologies

• Macroeconomic factors could negatively impact demand for our products and increase our costs.
•

The market for our products is highly competitive, and our revenues could decline if we cannot compete effectively.

If we are unable to provide complete analytics, our ability to maintain and grow our business may be harmed.

•
• We depend on third parties for data and hosting/delivery services that are critical to our business.
•
• Our business may be harmed if we deliver inaccurate or untimely information products, change our methodologies or the scope of information we

If we fail to respond to technological developments or evolving industry standards, our products may become obsolete or less competitive.

collect, or are unable to maintain sufficient panels.

• We  derive  a  significant  portion  of  our  revenues  from  subscription-based  products,  and  our  customers  could  terminate  or  fail  to  renew  their

subscriptions.

• Our financial results may suffer if we are unable to retain or add large customers or if we cannot persuade customers to substitute our products for

incumbent providers.

• Our acquisitions or partnerships with other companies may not be successful and may divert our management's attention.
•

System failures, security breaches, delays in system operations, or failure to pass customer or partner security reviews may harm our business.

• Our restructuring activities may not deliver the expected results and could disrupt our business operations.
• We may not be able to adequately retain and hire qualified personnel.
•

The COVID-19 pandemic and other global events could continue to adversely affect our business.

Risks Related to Our Results of Operations

• We may fail to meet the expectations of securities analysts or investors, which could cause our stock price to decline.

• We may not generate sufficient cash to service our debt, dividend obligations, lease facilities and trade payables.

• We may incur another impairment of goodwill or other intangible assets.

•

Changes in the fair value of our financing derivatives or warrants could adversely affect our financial condition and results.

• We may encounter difficulties managing our costs, may continue to incur net losses, and may not achieve profitability.

• Our net operating loss carryforwards may expire unutilized or underutilized.

Risks Related to Legal and Regulatory Compliance, Litigation and Tax Matters

•

Concern over privacy violations and data breaches could materially harm our business.

• Domestic or foreign laws may limit our ability to collect and incorporate media usage information in our products and impose costly requirements

on our business.

•

Third parties could assert that we are infringing their intellectual property rights, or we could be unable to protect and enforce our own intellectual
property rights.

• Our use of open source software could limit our ability to sell our products or require us to reengineer our products.
•

There could be adverse developments in tax laws or disagreements with our tax positions in the jurisdictions where we operate.

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Risks Related to International Operations

• Our business could become increasingly susceptible to risks associated with international operations.

•

•

Export controls and sanctions laws could impair our ability to compete in international markets and subject us to liability.

Changes in foreign currencies could have a significant effect on our operating results.

Risks Related to Our Capital Structure and Financings

•

The  holders  of  our  Series  B  Convertible  Preferred  Stock  ("Preferred  Stock")  have  significant  influence  and  rights  that  may  conflict  with  the
interests of our other stockholders.

The market value of our Common Stock could decline if the holders of our Preferred Stock sell their shares when transfer restrictions expire.

• We may not realize the anticipated benefits of our Preferred Stock transactions, including commercial benefits from our data license with Charter.
•
• Our financing and debt covenants could restrict our operating flexibility.
• Any failure to meet our debt obligations could adversely affect our business and financial condition.
• We may need additional capital to support our business or meet our debt or dividend obligations, which may not be available on acceptable terms

or at all.

General Risks Related to Ownership of Our Common Stock

•

•

Securities that we may become obligated to issue under existing or future agreements may cause immediate and substantial dilution to our current
stockholders.

Provisions  in  our  governing  documents  and  under  Delaware  law  might  discourage,  delay  or  prevent  a  change  of  control  or  changes  in  our
management.

Risks Related to Our Business and Our Technologies

Macroeconomic factors could adversely affect our business and financial results.

Our business depends on the health of the media and advertising industries in which we operate. The strength of the advertising market can fluctuate in
response  to  the  economic  prospects  of  specific  advertisers  or  industries,  advertisers'  spending  priorities,  and  the  economy  in  general.  In  recent  months,
macroeconomic  factors  such  as  inflation,  rising  interest  rates  and  supply  chain  disruptions  have  caused  some  advertisers  to  reduce  or  delay  advertising
expenditures.  These  declines,  which  may  continue  in  future  periods,  have  a  direct  impact  on  demand  for  our  products,  which  measure  advertising
campaigns and audiences across platforms.

Sustained reductions in advertising spending could result in customers terminating their subscriptions for our products, delaying renewals, or renewing on
terms  less  favorable  to  us.  Furthermore,  our  newer  products,  for  which  we  recognize  revenue  based  on  impressions  used,  may  be  subject  to  higher
fluctuations in revenue from changes in our customers' advertising budgets and spending. Macroeconomic factors could also increase our costs, reducing
margins and preventing us from meeting our profitability goals. Finally, these factors make it more difficult for us to predict our future revenue and costs,
which  could  result  in  misallocation  of  resources  or  operating  inefficiencies  that  could  harm  our  business.  The  extent  of  the  impact  of  macroeconomic
factors on our business is uncertain and may continue to adversely affect our operations and financial results.

The market for media measurement and analytics products is highly competitive, and if we cannot compete effectively, our revenues could decline and
our business could be harmed.

The  market  for  audience  and  advertising  measurement  products  is  highly  competitive  and  is  evolving  rapidly.  We  compete  primarily  with  providers  of
media  intelligence  and  related  analytical  products  and  services.  We  also  compete  with  providers  of  marketing  services  and  solutions,  with  full-service
survey providers, and with internal solutions developed by customers and potential customers. In recent years, competition has intensified as a result of the
entrance of new competitors and the development of new technologies, products and services in our industry, and we expect this trend to continue. Some of
our competitors have substantially greater resources than we do. As a result, these competitors may be able to devote greater resources to development of
systems  and  technologies,  acquisition  of  data,  recruitment  and  retention  of  personnel,  marketing  and  promotional  campaigns,  panel  retention  and
development, and other key areas that can impact our ability to compete effectively. In addition, some of our competitors have adopted and may continue to
adopt aggressive pricing policies, including the provision of certain services at little or no cost, in order to retain or acquire customers. Furthermore, large
software companies, internet platforms and database management companies may enter our market or enhance their current offerings, either by developing
competing  services  or  by  acquiring  our  competitors,  and  could  leverage  their  significant  resources  and  pre-existing  relationships  with  our  current  and
potential customers. Finally, consolidation of our competitors could make it difficult for us to compete effectively. If we are unable to compete successfully
against our current and future competitors, we may not be able to retain and acquire customers, and we may consequently experience a decline in revenues,
reduced operating margins, loss of market share and diminished value from our products.

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If  we  are  unable  to  provide  television,  digital  or  cross-platform  analytics,  or  if  our  analytics  are  incomplete,  our  ability  to  maintain  and  grow  our
business may be harmed.

As the media and advertising industries increasingly evaluate advertising campaigns across various forms of media, such as television, online, and mobile,
the ability to measure the combined size and composition of audiences across platforms is increasingly important and in demand. If we are unable to gain
or maintain access to information measuring a media component or type, or if we are unable to do so on commercially reasonable terms, our ability to meet
our  customers'  demands  and  our  business  and  financial  performance  may  be  harmed.  Furthermore,  even  if  we  do  have  access  to  television  and  digital
(including  mobile  and  CTV)  data,  if  we  have  insufficient  technology,  or  encounter  challenges  in  our  methodological  approaches,  our  products  may  be
inferior to other offerings, and we may be unable to meet our customers' demands. In such event, our business and financial performance may be harmed.

In particular, our acquisition of television data may be reliant on companies that have historically held a dominant market position measuring television to
produce industry-accepted measurement across a combination of media platforms. Our competitors or other providers may have more leverage with data
providers and may be unable or unwilling to provide us with access to quality data to support our products, on reasonable terms or at all. Likewise, our
acquisition of digital data may be reliant on large digital publishers that may technologically or legally prevent access to their proprietary platforms for
research  or  measurement  purposes.  Moreover,  as  mobile  devices,  technology  and  CTV  viewing  continue  to  proliferate,  gaining  and  maintaining  cost-
effective access to mobile and CTV data will become increasingly critical, and we could face difficulty in accessing these forms of data. If we are unable to
acquire and integrate data effectively and efficiently, or if the cost of data acquisition or integration increases, our business, financial condition and results
of operations may be harmed.

We depend on third parties for data and services that are critical to our business, and our business could suffer if we cannot continue to obtain reliable
data from these suppliers or if third parties place additional restrictions on our use of such data.

We rely on third-party data sources for information usage across the media platforms that we measure, as well as demographics about the people that use
such platforms. The availability and accuracy of this data is important to the continuation and development of our products and the performance of our
obligations to customers. These data suppliers, some of whom compete with us or our significant stockholders, may increase restrictions on our use of such
data, undertake audits (at either our or their expense) of our use of such data, require us to implement new processes with respect to such data, fail to adhere
to our quality control, privacy or security standards or otherwise satisfactorily perform services, increase the price they charge us for the data or refuse to
license the data to us. Additional restrictions on third-party data could limit our ability to include that data in our products, which could lead to decreased
commercial opportunities for our products as well as loss of customers, sales credits, refunds or liability to our customers. To comply with any additional
restrictions, we may be required to implement certain additional technological and manual controls that could put pressure on our cost structure and could
affect our pricing. Supplier consolidation and increased pricing for additional use cases, including in connection with the integration of acquired companies
and  technologies,  could  also  put  pressure  on  our  cost  structure  and  our  ability  to  meet  obligations  to  our  customers.  We  may  be  required  to  enter  into
vendor relationships, strategic alliances, or joint ventures with some third parties in order to obtain access to the data sources that we need. If our partners
do not apply rigorous standards to their data collection methodology and actions, notwithstanding our best efforts, we may receive third-party data that is
inaccurate, defective, or delayed. If third-party information is not available to us on commercially reasonable terms, or is found to be inaccurate, it could
harm our products, our reputation, and our business and financial performance.

If we fail to respond to technological developments or evolving industry standards, our products may become obsolete or less competitive.

We  operate  in  industries  that  require  sophisticated  data  collection  and  processing  technologies.  Our  future  success  will  depend  in  part  on  our  ability  to
develop new and modify or enhance our existing products and services, including without limitation, our data collection technologies and approaches, in
order to meet customer needs, add functionality and address technological advancements and industry standards. For example, the development of opt-in
permissions  and  enhanced  focus  on  consent-based  measurement  provide  the  benefit  of  limiting  the  transfer  of  consumer  personal  information,  but  also
mean changes to our data collection, storage and delivery processes. If we are unable to innovate and adapt our methodologies to meet evolving customer
needs, our products may become obsolete or less competitive. As another example, if certain proprietary devices become the primary mode of receiving
content and conducting transactions on the internet, and we are unable to adapt to collect information from such devices, then we would not be able to
report on digital usage activity. To remain competitive, we will need to develop new products that address these evolving technologies and standards across
the  universe  of  media  including  television,  online,  and  mobile  usage.  However,  we  may  be  unsuccessful  in  identifying  new  product  opportunities,
developing or marketing new products in a timely or cost-effective manner, or obtaining the necessary access to data or technologies needed to support new
products, or we may be limited in our ability to operate due to patents held by others. In addition, our product innovations may not achieve the market
penetration or price levels necessary for profitability. If we are unable to develop and integrate timely enhancements to, and new features for, our existing
methodologies or products or if we are unable to develop new products and technology that keep pace with rapid technological developments, changing
industry standards or consumer preferences, our products may become obsolete, less marketable and less competitive, and our business will be harmed.

Furthermore, the market for our products is characterized by changes in protocols and evolving industry standards. For example, industry associations such
as the Advertising Research Foundation, the Council of American Survey Research Organizations, the

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Internet Advertising Bureau, and the Media Rating Council as well as foreign and international industry associations have initiated efforts to either review
market research methodologies across the media that we measure or develop minimum standards for such research. Failure to seek or achieve accreditation,
delays  in  accreditation,  or  adverse  audit  findings  may  negatively  impact  the  market  acceptance  of  our  products.  Meanwhile,  successful  accreditation  or
audits may lead to costly changes to our procedures and methodologies and may not result in the anticipated commercial benefits.

Our business may be harmed if we deliver, or are perceived to deliver, inaccurate or untimely information products.

The metrics contained in our products may be viewed as an important measure of the success of certain businesses, especially those that utilize our metrics
to evaluate a variety of investments ranging from their internal operations to advertising initiatives. If the information that we provide to our customers, the
media,  or  the  public  is  inaccurate,  or  perceived  to  be  inaccurate,  whether  due  to  inadequate  methodological  approaches,  errors,  biases  towards  certain
available data sources or partners, disparate data sets across our products, defects or errors in data collection and processing (conducted by us or by third
parties) or the systems used to collect, process or deliver data, our business may be harmed. Similarly, if the information that we provide to our customers is
delayed or perceived to be untimely, our business may be harmed.

Any  inaccuracy,  perceived  inaccuracy,  inconsistency  or  delay  in  the  data  reported  by  us  could  lead  to  consequences  that  could  adversely  impact  our
operating results, including loss of customers; sales credits, refunds or liability to our customers; the incurrence of substantial costs to correct any material
defect,  error  or  inconsistency;  increased  warranty  and  insurance  costs;  potential  litigation;  interruptions  in  the  availability  of  our  products;  diversion  of
development resources to improve our processes or delivery; lost or delayed market acceptance and sales of our products; and damage to our brand.

Our business may be harmed if we change our methodologies or the scope of information we collect.

We have in the past and may in the future change our methodologies, the methodologies of companies we acquire, or the scope of information we collect.
Such changes may result from identified deficiencies in current methodologies, development of more advanced methodologies, changes in our business
plans or in industry standards, changes in law or regulatory requirements, changes in technology used by websites, browsers, mobile applications, servers,
or  media  we  measure,  integration  of  acquired  companies  or  expressed  or  perceived  needs  of  our  customers,  potential  customers  or  partners.  Any  such
changes or perceived changes, or our inability to accurately or adequately communicate to our customers and the media such changes and the potential
implications  of  such  changes  on  the  data  we  have  published  or  will  publish  in  the  future,  may  result  in  customer  dissatisfaction,  particularly  if  certain
information is no longer collected or information collected in future periods is not comparable with information collected in prior periods. As a result of
future methodology changes, some of our customers that may also supply us with data may decide not to continue buying products or services from us or
may  decide  to  discontinue  providing  us  with  their  data  to  support  our  products.  Such  customers  may  elect  to  publicly  air  their  dissatisfaction  with  the
methodological changes made by us, which may damage our brand and harm our reputation.

If we are not able to maintain panels of sufficient size and scope, or if the costs of establishing and maintaining our panels materially increase, our
business could be harmed.

We believe that the quality, size and scope of our research panels are important to our business. In recent years, however, panel participation has declined,
in  part  due  to  changes  by  software  providers  that  have  made  it  more  difficult  to  obtain  consent  to  participate  in  panels.  At  the  same  time,  the  cost  of
recruiting new panelists has increased. Although we have taken steps to mitigate the impact of these changes on our business, there can be no assurance
that we will be able to maintain panels of sufficient size and scope to provide the quality of marketing intelligence that our customers demand from our
products. We anticipate that the cost of panel recruitment will continue to increase with the proliferation of proprietary and secure media content delivery
platforms  and  evolving  regulatory  requirements,  and  that  the  difficulty  in  collecting  these  forms  of  data  will  continue  to  grow,  which  may  require
significant hardware and software investments, as well as increases to our panel incentive and panel management costs. To the extent that such additional
expenses are not accompanied by increased revenues, our operating margins may be reduced and our financial results could be adversely affected. If we are
unable to maintain panels of sufficient size and scope, we could face negative consequences, including degradation in the quality of our products, failure to
receive accreditation from industry associations, loss of customers and damage to our brand.

We  derive  a  significant  portion  of  our  revenues  from  sales  of  our  subscription-based  products.  If  our  customers  terminate  or  fail  to  renew  their
subscriptions, our business could suffer.

We currently derive a significant portion of our revenues from our syndicated products, which are typically one-year subscription-based products. This has
generally  provided  us  with  recurring  revenue  due  to  high  renewal  rates  among  our  enterprise  customers;  however,  syndicated  digital  revenue  from  our
smaller and international customers has declined in recent years. If additional customers terminate their subscriptions for our products, do not renew their
subscriptions, delay renewals of their subscriptions or renew on terms less favorable to us, our revenues could decline and our business could suffer.

Our customers have no obligation to renew after the expiration of their initial subscription period, and we cannot be assured that current subscriptions will
be renewed at the same or higher dollar amounts, if at all. Furthermore, our newer products, for which revenue is recognized based on impressions used,
may  be  subject  to  higher  fluctuations  in  revenue.  Our  customer  renewal  rates  may  decline  or  fluctuate  due  to  a  number  of  factors,  including  customer
satisfaction or dissatisfaction with our products, the costs or

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functionality of our products, the prices or functionality of products offered by our competitors, the health of the advertising marketplace and the industries
in which we operate, mergers and acquisitions affecting our customer base, general economic conditions or reductions in our customers' spending levels.

Our growth depends upon our ability to retain existing large customers and add new large customers. To the extent we are not successful in doing so,
our ability to grow revenue and attain profitability and positive cash flow may be impaired.

Our success depends in part on our ability to sell our products to large customers and on the renewal of subscriptions and contracts with these customers in
subsequent years. For the years ended 2022, 2021 and 2020, we derived 34%, 35% and 30%, respectively, of our total revenues from our top 10 customers.
Uncertain economic conditions, changes in the regulatory environment or other factors, such as the failure or consolidation of large customer companies,
internal  reorganization  or  changes  in  focus,  or  dissatisfaction  with  our  products,  may  cause  certain  large  customers  to  terminate  or  reduce  their
subscriptions and contracts with us. The loss of any one or more of these customers could decrease our revenues and harm our current and future operating
results. The addition of new large customers or increases in sales to existing large customers may require particularly long implementation periods and
other significant upfront costs, which may adversely affect our profitability or divert resources from our other priorities. To compete effectively, we have in
the past been, and may in the future be, forced to offer significant discounts to maintain existing customers or acquire other large customers. In addition, we
may be forced to reduce or withdraw from our relationships with certain existing customers or refrain from acquiring certain new customers in order to
acquire or maintain relationships with important large customers. As a result, new large customers or increased usage of our products by large customers
may cause our profit margins to decline, and our ability to sell our products to other customers could be adversely affected.

If we are unable to effectively persuade customers to buy our products in substitution for those of an incumbent services provider, our revenue growth
may suffer.

Some of our products require that we persuade prospective customers, or customers of our existing products, to buy our products in substitution for those of
an  incumbent  service  provider.  In  some  instances,  the  customer  may  have  built  their  systems  and  processes  around  the  incumbent  provider's  products.
Persuading such customers to switch service providers may be difficult and require longer sales cycles, affecting our ability to increase revenue in these
areas. Moreover, the incumbent service provider may have the ability to significantly discount its services or enter into long-term agreements, which could
further impede our ability to persuade customers to switch service providers, and accordingly, our ability to increase our revenues.

We may expand through investments in, acquisitions of, or the development of new products with assistance from, other companies, any of which may
not be successful and may divert our management's attention.

In  the  past,  we  completed  several  strategic  acquisitions,  most  recently  our  acquisition  of  Shareablee  in  2021.  We  also  may  evaluate  and  enter  into
discussions regarding an array of potential strategic transactions, including acquiring complementary products, technologies or businesses. An acquisition,
investment  or  business  relationship  may  involve  significant  operating  challenges,  expenditures  and  risks.  In  particular,  we  may  encounter  difficulties
integrating the businesses, data, technologies, products, personnel or operations of the acquired companies, particularly if the key personnel of the acquired
company choose not to be employed by us, and we may have difficulty retaining the customers and partners of any acquired business due to changes in
management and ownership. Acquisitions may also disrupt our ongoing business, divert our resources and require significant management attention that
would otherwise be available for ongoing development of our business. Moreover, we cannot guarantee that the anticipated benefits of any acquisition,
investment or business relationship would be realized timely, if at all, or that we would not be exposed to unknown liabilities. In connection with any such
transaction, we may:

•

•

•

•

•

•

•

•

•

encounter difficulties retaining key employees of the acquired company or integrating diverse business cultures, particularly in countries where we
have not previously had employees;

incur large charges or substantial liabilities, including without limitation, liabilities associated with products or technologies accused or found to
infringe on third-party intellectual property or contractual rights or violate existing or future privacy or security regulations;

issue shares of our capital stock as part of the consideration, which has been and may be dilutive to existing stockholders;

become subject to adverse tax consequences, legal disputes, substantial depreciation or deferred compensation charges;

use cash that we may otherwise need for ongoing or future operation of our business or dividends;

enter new geographic markets that subject us to different laws and regulations that may have an adverse impact on our business;

experience difficulties effectively utilizing acquired assets or obtaining required third-party consents;

encounter  difficulties  integrating  the  information  and  financial  reporting  systems  of  acquired  businesses,  particularly  those  that  operated  under
accounting principles other than those generally accepted in the U.S. prior to the acquisition by us; and

incur debt, which may be on terms unfavorable to us or that we are unable to repay.

We also have entered into relationships with certain third-party providers to expand our product offerings, and we may enter into similar arrangements in
the future. These or other future relationships or transactions may involve preferred or exclusive licenses,

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discount  pricing,  provision  of  our  products  and  services  without  charge,  or  investments  in  other  businesses  to  expand  our  sales  capabilities.  These
transactions could be material to our financial condition and results of operations, and though these transactions may provide additional benefits, they may
not be profitable immediately or in the long term. Negotiating any such transactions could be time-consuming, difficult and expensive, and our ability to
close these transactions may be subject to regulatory or other approvals and other conditions that are beyond our control. Consequently, we can make no
assurances that any such transactions, investments or relationships, if undertaken and announced, would be completed or successful. The impact of any one
or more of these factors could materially and adversely affect our business, financial condition or results of operations.

System failures, security breaches or delays in the operation of our computer and communications systems may harm our business.

Our  success  depends  on  the  efficient  and  uninterrupted  operation  of  our  computer  and  communications  systems  and  the  third-party  data  centers,  cloud
providers and SAAS platforms we use. Our ability to collect and report accurate data may be interrupted by a number of factors, including the failure of our
network or software systems, computer viruses, security breaches, or variability in the information we ingest.

Our product, information technology and security teams regularly review our systems and security posture and evaluate ways to enhance our processes and
controls. In addition, our board of directors and audit committee receive quarterly updates on developments in information technology, security and data
governance. We regularly train our employees on information security and related risks, and we conduct third-party audits on our security program (ISO
27001). Nevertheless, we cannot guarantee that a security incident will not occur or that any such incident will be timely detected or remediated. Cyber
breaches continue to evolve in sophistication and may be difficult to detect. A security incident or failure of our network or data gathering procedures, or
those of our third-party data suppliers, could result in liability to the Company, impede the processing of data, cause the corruption or loss of data, prevent
the timely delivery of our products, give rise to government inquiries or enforcement actions, or damage our brand and reputation.

In the future, we may need to expand our network and systems at a more rapid pace than we have in the past. Our network or systems may not be capable
of  meeting  the  demand  for  increased  capacity,  or  we  may  incur  additional  expenses  to  accommodate  these  capacity  demands.  In  addition,  we  may  lose
valuable  data  or  be  unable  to  obtain  or  provide  data  on  a  timely  basis  or  our  network  may  temporarily  shut  down  if  we  fail  to  adequately  expand  or
maintain our network capabilities to meet future requirements. Any lapse in our ability to collect or transmit data may decrease the value of our products
and prevent us from providing the data requested by our customers and partners. Any disruption in our data processing or any loss, exposure or misuse of
internet user data may damage our reputation and result in the loss of customers, partners and vendors and the imposition of penalties or other legal or
regulatory action, and our business, financial condition and results of operations could be materially and adversely affected.

We are subject to customer and partner security reviews, and failure to pass these reviews could have an adverse impact on our operations.

Many  of  our  customer  and  partner  contracts  require  that  we  maintain  certain  physical  and/or  information  security  standards.  Any  failure  to  meet  such
standards  could  have  an  adverse  impact  on  our  business.  In  certain  cases,  we  permit  a  customer  or  partner  to  audit  our  compliance  with  contractual
standards.  Negative  findings  in  an  audit  and/or  the  failure  to  adequately  remediate  in  a  timely  fashion  such  negative  findings  could  cause  customers  or
partners to terminate their contracts or otherwise have an adverse effect on our reputation, results of operations and financial condition. Further, customers
or  partners  from  time  to  time  may  require  new  or  stricter  physical  or  information  security  than  they  negotiated  in  their  contracts  and  may  condition
continued  volumes  and  business  on  the  satisfaction  of  such  additional  requirements.  Some  of  these  requirements  may  be  expensive  to  implement  or
maintain and may not be factored into our contract pricing. Failure to meet these requirements could have an adverse effect on our business.

We rely on a small number of third-party service providers to host and deliver our products, and any interruptions or delays in services from these third
parties could impair the delivery of our products and harm our business.

We host some of our products and serve our customers from data center facilities located throughout the U.S. While we operate our equipment inside these
facilities, we do not control the operation of these facilities, and, depending on service level requirements and costs, we may not continue to operate or
maintain redundant data center facilities for all of our products or for all of our data, which could increase our vulnerability. These facilities are vulnerable
to damage or interruption from earthquakes, hurricanes, floods, fires, power loss, telecommunications failures and similar events. They are also subject to
break-ins, computer viruses, security breaches, sabotage, intentional acts of vandalism and other misconduct. A natural disaster or an act of terrorism, a
decision to close the facilities without adequate notice, or other unanticipated problems could result in lengthy interruptions in availability of our products.
We may also encounter capacity limitations at our third-party data centers. Additionally, our data center facility agreements are of limited durations, and
our data center facilities have no obligation to renew their agreements with us on commercially reasonable terms, if at all. We select our third-party data
center providers through a rigorous process based on redundant capability and compliance with industry standards and audits. We believe that we will be
able to renew, or find alternative data center facilities, on commercially reasonable terms, although there can be no guarantee of this. If we are unable to
renew our agreements with the owners of the facilities on commercially reasonable terms, or if we migrate to a new data center, we may experience delays
in delivering our products until an agreement with another data center facility can be arranged or the migration to a new facility is completed.

If we or the third-party data centers that we use were to experience a major power outage, we would have to rely on back-up generators, which may not
function properly, and their supply may be inadequate. Such a power outage could result in the disruption

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of  our  business.  Additionally,  if  our  current  facilities  fail  to  have  sufficient  cooling  capacity  or  availability  of  electrical  power,  we  would  need  to  find
alternative facilities and could experience delays in delivering our products.

We  have  engaged  in  an  initiative  to  transform  certain  data  collection,  processing  and  delivery  systems  from  traditional  data  centers  to  cloud-based
platforms.  The  migration  of  these  processes  requires  significant  time  and  resources  from  our  management,  technology  and  operations  personnel  and
introduces new requirements for security, financial and software development controls. This initiative may divert resources from other priorities, which
could have a negative impact on our revenue and growth opportunities. If the migration of these processes is not successful, or if the initiative takes longer
or requires more resources than we anticipate, our results of operations and financial condition could be adversely affected.

We  depend  on  access  to  the  internet  through  third-party  bandwidth  providers  to  operate  our  business.  If  we  lose  the  services  of  one  or  more  of  our
bandwidth providers for any reason, we could experience disruption in the delivery of our products or be required to retain the services of a replacement
bandwidth provider. It may be difficult for us to replace any lost bandwidth on a timely basis, on commercially reasonable terms, or at all, due to the large
amount of bandwidth our operations require.

Any  errors,  defects,  breaches,  disruptions  or  other  performance  problems  related  to  our  products  or  the  delivery  of  our  services  caused  by  third  parties
could  reduce  our  revenues,  harm  our  reputation,  result  in  the  loss  of  customers,  partners  and  vendors  and  the  imposition  of  penalties  or  other  legal  or
regulatory actions and otherwise damage our business. Interruptions in the availability of our products and the delivery of our services may reduce our
revenues  due  to  increased  turnaround  time  to  complete  projects,  cause  us  to  issue  credits  or  refunds  to  customers,  cause  customers  to  terminate  their
agreements or adversely affect our renewal rates. Our business, financial condition and results of operations would be materially and adversely affected if
there were errors or delays in delivering our products or services, including for reasons beyond our control, and our reputation would be harmed if our
customers or potential customers believe our products and services are unreliable.

Our restructuring activities and cost reduction initiatives may not deliver the expected results and could disrupt our business operations.

Achieving our long-term revenue and profitability goals depends significantly on our ability to allocate resources in line with our strategic objectives and
control our operating costs. As described in Footnote 15, Organizational Restructuring of the Notes to the Consolidated Financial Statements included in
Part II, Item 8 of this 10-K, we recently communicated a workforce reduction as part of our broader efforts to improve cost efficiency and better align our
operating structure and resources with strategic priorities (collectively, the "Restructuring Plan"). In addition to employee terminations, the Restructuring
Plan  includes  the  reallocation  of  commercial  and  product  development  resources;  reinvestment  in  and  modernization  of  key  technology  platforms;
consolidation of data storage and processing activities to reduce our data center footprint; and reduction of other operating expenses, including software and
facility  costs.  We  may  also  determine  to  exit  certain  activities  in  certain  geographic  regions  in  order  to  more  effectively  align  resources  with  business
priorities.

If we are not able to implement the Restructuring Plan as currently contemplated, if the Restructuring Plan does not generate the expected cost savings, or
if we incur higher than expected costs to implement the Restructuring Plan, our business and financial results could be adversely affected. Moreover, some
of the organizational and operational changes we are making in connection with the Restructuring Plan will require careful management to avoid disrupting
customer, partner and employee relationships. If we do not successfully manage our restructuring activities, including the Restructuring Plan, the expected
benefits may be delayed or not realized, and our operations and business could be disrupted.

We rely heavily on our management team and other personnel to operate and grow our business. The loss of one or more key employees, the inability to
attract and retain qualified personnel, or the failure to integrate new personnel could harm our business.

Our  success  and  future  growth  depend  to  a  significant  degree  on  the  skills  and  continued  services  of  our  management  team.  Our  future  success  also
depends on our ability to retain, attract and motivate highly skilled technical, managerial, sales and marketing personnel. The market for these personnel is
extremely competitive, particularly for software engineers, data scientists and other technical staff, and like many companies in our industry, we have faced
higher rates of attrition in recent years. Our restructuring activities have put additional pressure on our ability to retain, attract and motivate key personnel.
If we cannot retain highly skilled workers and key leaders, our ability to develop and deliver our products and increase our revenues may be materially and
adversely affected. If we must increase employee compensation and benefits in order to remain competitive for these personnel, our operating costs and
financial condition may be adversely affected. Recruiting and training costs may also place significant demands on our resources. We may experience a
loss  of  productivity  due  to  the  departure  of  key  personnel  and  the  associated  loss  of  institutional  knowledge,  or  while  new  personnel  integrate  into  our
business and transition into their respective roles. Failure to ensure effective transitions and knowledge transfers may adversely affect our operations and
our ability to execute on our strategic plans and growth initiatives.

The effectiveness of our equity awards as a means to recruit and retain key personnel has diminished, and we may need to grant equity awards outside
of our existing plan.

Historically, we have relied on equity awards as one means of recruiting and retaining key personnel, including our senior management. Due to declines in
our  stock  price  in  recent  years,  the  effectiveness  of  our  outstanding  equity  awards  as  a  means  to  retain  key  personnel  has  diminished.  Moreover,  the
quantity of equity awards we are able to grant under our 2018 Equity and Incentive

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Compensation Plan ("2018 Plan") is limited. These limits have impacted our ability to offer new awards to current and prospective employees, which in
turn has contributed to employee retention and hiring challenges. In order to address our compensation needs, we plan to seek an amendment to our 2018
Plan to increase the number of shares available for future equity awards. We also may need to consider granting equity awards outside of our 2018 Plan, as
we did with a 2021 executive hire. Either of these options would result in additional dilution to our existing stockholders. If the amendment to our 2018
Plan is not approved by our stockholders or if our stock price continues to decline, we may need to shift a larger portion of employee compensation to cash,
which could adversely affect our liquidity and financial condition.

The  COVID-19  pandemic  and  related  economic  repercussions  could  continue  to  have  adverse  effects  on  our  business,  financial  position,  results  of
operations and cash flows.

The  COVID-19  pandemic  and  related  government  mandates  and  restrictions  have  had  a  significant  impact  on  the  media,  advertising  and  entertainment
industries in which we operate. To date, the COVID-19 pandemic has had some impact on our business, including with respect to the execution of new and
renewal  contracts,  the  impact  of  closed  movie  theaters  on  our  customers,  customer  payment  delays  and  requests  to  modify  contractual  payment  terms.
These conditions have negatively impacted our revenue and cash flows, particularly in our movies business, and could continue to have an impact in future
periods. It is possible that long-term changes in consumer behavior will impact our customers' operations, and thus their demand for our services and ability
to  pay,  even  after  the  spread  of  COVID-19  has  been  contained  and  businesses  resume  normal  operations.  While  we  have  taken  actions  to  mitigate  the
impact of the COVID-19 pandemic, these steps may not be successful or adequate if customer demand or cash collection efforts are further impacted by the
COVID-19 pandemic or other factors.

We face risks related to the Russian invasion of Ukraine, including from the resulting geopolitical effects.

The Russian invasion of Ukraine has resulted in worldwide geopolitical and macroeconomic uncertainty. The U.S. and others have imposed financial and
economic  sanctions  on  certain  industry  sectors  and  parties  in  and  associated  with  Russia  and  Belarus,  and  additional  sanctions  could  be  adopted  in  the
future. Compliance with the sanctions and export controls regime is complex and may lead to increased regulatory scrutiny, particularly with respect to data
collection and data transfer in affected regions. The conflict may also heighten risks relating to employee safety, cybersecurity incidents or disruptions to
our information systems, operational costs, reputational damage and potential retaliatory action by the Russian government or other actors. As the situation
develops and the regulatory environment continues to evolve, we may adjust our business practices as required or appropriate to respond to the changes.
While we do not currently expect the conflict to have a direct material impact on our business, it is not possible to predict the broader consequences, which
could include additional sanctions, embargoes, regional instability, geopolitical shifts and adverse effects on the global economy or on our business and
operations, as well as those of our customers, partners and third-party service providers.

Risks Related to Our Results of Operations

Our revenues and results of operations may fluctuate in the future. As a result, we may fail to meet or exceed the expectations of securities analysts or
investors, which could cause our stock price to decline.

Our results of operations may fluctuate as a result of a variety of factors, many of which are outside of our control. If our revenues or results of operations
do not meet or exceed the expectations of securities analysts or investors, the price of our Common Stock could decline substantially. Factors that may
cause fluctuations in our revenues or results of operations include:

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our ability to increase sales to existing customers and attract new customers in the current economic environment;

our ability to respond to changes in our customers' businesses and consumer behavior resulting from the COVID-19 pandemic and other factors;

changes in our customers' subscription renewal behaviors and spending on projects, particularly custom projects and usage-based products;

the  impact  of  our  contract  renewal  rates  caused  by  our  customers'  budgetary  constraints,  competition,  customer  dissatisfaction  or  customer
corporate restructuring;

the timing of contract renewals, delivery of products and duration of contracts and the corresponding timing of revenue recognition;

the effect of revenues generated from significant one-time projects or the loss of such projects;

the timing and success of new product introductions or changes in methodology by us or our competitors;

the impact of our Preferred Stock transactions, including our long-term data license with Charter;

changes in our pricing and discounting policies or those of our competitors;

the impact of our decision to discontinue certain products or exit certain geographic regions;

our failure to accurately estimate or control costs, including those incurred as a result of business or product development initiatives, restructuring
activities, legal proceedings, strategic or financing transactions, and the integration of acquired businesses;

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the cost and availability of data from third-party sources and the cost to integrate such data into our systems and products and implement new use
cases;

adverse judgments or settlements, or increased legal fees, in legal disputes or government proceedings;

costs incurred in connection with corporate transactions, including financial advisory, legal, accounting, consulting and other advisory fees and
expenses;

service of our existing debt and incurrence of additional debt;

the  amount  and  timing  of  capital  expenditures  and  operating  costs  related  to  the  maintenance,  migration  and  expansion  of  our  operations  and
infrastructure;

service outages, other technical difficulties or security breaches;

limitations relating to the capacity of our networks, systems and processes;

• maintaining appropriate staffing levels and capabilities, particularly during organizational restructuring;

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limitations on our ability to use equity awards to compensate current and prospective employees;

the cost and timing of organizational restructuring;

the timing of any changes to our deferred tax valuation allowance;

changes in the fair value of our financing derivatives or warrants; and

general economic, political, regulatory, industry and market conditions and those conditions specific to media and advertising internet usage and
online businesses.

We believe that our revenues and results of operations on a year-over-year and sequential quarter-over-quarter basis may vary significantly in the future and
that period-to-period comparisons of our operating results may not be meaningful. Investors are cautioned not to rely on the results of prior periods as an
indication of future performance.

We may not be able to generate or obtain sufficient cash to service our debt, dividend obligations, lease facilities and trade payables.

We currently have indebtedness and lease facilities, as well as trade payables, including expenses incurred in prior periods. In addition, we are required to
pay  annual  cash  dividends  on  our  Preferred  Stock,  and  we  may  incur  additional  debt  for  operations  or  to  fund  a  special  dividend  to  the  holders  of  our
Preferred Stock. These obligations could require us to use a large portion of our cash flow from operations to service our debt, dividend obligations and
lease facilities and pay accrued expenses. They could also limit our flexibility to invest in our business and adjust to market conditions, which could impact
our customer relationships and place us at a competitive disadvantage.

We expect to obtain the funds to pay our expenses and meet our financial obligations from cash flow from our operations and, potentially, from other debt
or equity offerings. Accordingly, our ability to meet our obligations depends on our future performance and capital-raising activities, which will be affected
by financial, business, contractual, economic and other factors, some of which are beyond our control. Failure to meet our payment obligations to vendors
could disrupt our supply of goods and services and impact our reputation, creditworthiness and relations with customers and partners. It could also lead to
costly litigation. Failure to meet our dividend payment obligations could result in an increase in the annual dividend rate, among other things.

If our cash flow and capital resources prove inadequate to allow us to pay the interest and principal on our debt when due and meet our other financial
obligations, we could face substantial liquidity challenges and might be required to dispose of material assets or operations, restructure or refinance our
debt  (which  we  may  be  unable  to  do  on  acceptable  terms)  or  forego  attractive  business  opportunities.  In  addition,  the  terms  of  our  existing  or  future
financing agreements and Preferred Stock may restrict us from pursuing these alternatives. Failure to meet our financial obligations could have important
consequences including, potentially, forcing us into bankruptcy or liquidation.

Our financial condition and results of operations could suffer and be adversely affected if we incur another impairment of goodwill or other intangible
assets.

We are required to test goodwill and intangible assets, annually and on an interim basis if an event occurs or there is a change in circumstance that would
more  likely  than  not  reduce  the  fair  value  of  our  reporting  unit  below  its  carrying  value  or  indicate  that  the  carrying  value  of  such  intangibles  is  not
recoverable. When the carrying value of a reporting unit exceeds its fair value, a charge to operations, up to the total amount of goodwill, is recorded. If the
carrying amount of an intangible asset is not recoverable, a charge to operations is recognized. Either event would result in incremental expense for that
period, which would reduce any earnings or increase any loss for the period in which the impairment was determined to have occurred. We recorded a
$224.3  million  impairment  charge  related  to  goodwill  and  a  $17.3  million  impairment  charge  for  our  strategic  alliance  intangible  asset  in  2019.  We
recorded a $4.7 million impairment charge related to our right-of-use ("ROU") assets, and related leasehold improvements, during 2020. We recorded a
$46.3 million impairment charge related to goodwill in the third quarter of 2022.

Our impairment analysis is sensitive to changes in key assumptions used in our analysis, such as expected future cash flows, the degree of volatility in
equity and debt markets and our stock price. Additionally, changes in our strategy or significant technical

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developments could significantly impact the recoverability of our intangible assets. If the assumptions used in our analysis are not realized, it is possible
that an additional impairment charge may need to be recorded in the future.

Changes in the fair value of our derivative financial instruments or warrants could adversely affect our financial condition and results of operations.

Our  financing  derivatives  and  warrants  are  classified  as  liabilities  in  our  consolidated  financial  statements.  We  use  various  models  and  assumptions  to
determine  the  fair  value  of  these  liabilities,  including  assumptions  with  respect  to  market  rates,  the  price  and  volatility  of  our  Common  Stock,  the
probability of occurrence of certain events, and term. Any change in our assumptions could result in a change in the fair value of our derivative liabilities or
warrants, which would be recorded to earnings and could significantly affect our financial condition and results of operations. Any adjustment to the terms
of our warrants (whether due to the application of antidilution provisions, payment of a special dividend or otherwise) also could result in a change in the
fair value of the warrants and affect our financial condition and results of operations.

We may encounter difficulties managing our costs, which could adversely affect our results of operations.

We believe that we will need to continue to effectively manage our organization, operations and facilities in order to accommodate changes in our business
and to successfully integrate acquired data and businesses. If we continue to change or grow, either organically or through acquired businesses, our current
systems and facilities may not be adequate and may need to be expanded or reduced. For example, we may be required to enter into leases for additional
facilities  or  commit  to  significant  investments  in  the  build  out  of  current  or  new  facilities,  or  we  may  need  to  renegotiate  or  terminate  leases  to  reflect
changes in our business and workforce. If we are unable to effectively forecast our facilities needs or if we are unable to sublease or terminate leases for
unused space, we may experience increased and unexpected costs. Moreover, our need to effectively manage our operations and cost structure requires that
we continue to assess and improve our operational, financial and management controls, reporting systems and procedures.

From time to time, as a result of acquisition integration initiatives, or through efforts to improve or streamline our operations (including the Restructuring
Plan), we have reduced our workforce or reassigned personnel, and we may do so in the future. Such actions may expose us to disruption by dissatisfied
employees or employee-related claims, including claims by terminated employees who believe they are owed more compensation than we believe these
employees are due under our compensation and benefit plans, or claims maintained internationally in jurisdictions whose laws and procedures differ from
those in the U.S.

If we are not able to efficiently and effectively manage our cost structure and resolve employee-related claims, or if we are unable to manage our space to
support our needs, our business may be impaired.

We have a history of significant net losses, may incur significant net losses in the future and may not achieve profitability.

We incurred net losses of $66.6 million, $50.0 million and $47.9 million for the years ended December 31, 2022, 2021 and 2020, respectively. We cannot
make  assurances  that  we  will  be  able  to  achieve  profitability  in  the  future.  As  of  December  31,  2022,  we  had  an  accumulated  deficit  of  $1.3  billion.
Because a large portion of our costs are fixed, we may not be able to adequately reduce our expenses in response to any decrease in our revenues, which
would materially and adversely affect our operating results. In addition, our operating expenses may increase as we implement certain growth initiatives
and restructuring activities, which include, among other things, the development of new products, enhancement of our data assets and infrastructure, and
payment of severance and other costs in connection with organizational restructuring. If our revenues do not increase to offset these increases in costs and
operating expenses, our operating results would be materially and adversely affected.

Our net operating loss carryforwards may expire unutilized or underutilized, which could prevent us from offsetting future taxable income.

Under  the  provisions  of  Internal  Revenue  Code  Section  382,  certain  substantial  changes  in  the  Company's  ownership  may  result  in  a  limitation  on  the
amount of U.S. net operating loss carryforwards that can be utilized annually to offset future taxable income and taxes payable. A significant portion of our
net operating loss carryforwards are subject to an annual limitation under Section 382 of the Internal Revenue Code. We anticipate that our 2021 Preferred
Stock transactions may have triggered further limitations, but we have not yet reached a final conclusion as to whether an ownership change occurred and
to what extent our carryforwards are further limited.

As of December 31, 2022, we estimate our U.S. federal and state net operating loss carryforwards for tax purposes were $584.8 million and $1.4 billion,
respectively, subject to limitation as described above. These net operating loss carryforwards will begin to expire in 2031 for federal income tax reporting
purposes and in 2023 for state income tax reporting purposes. The federal and certain state net operating losses generated after December 31, 2017 have an
indefinite carryforward period as a result of the enactment of the Tax Cuts and Jobs Act ("TCJA"). As of December 31, 2022, we estimate our aggregate net
operating loss carryforwards for tax purposes related to our foreign subsidiaries were $9.8 million, which will begin to expire in 2024.

We apply a valuation allowance to our deferred tax assets when management does not believe that it is more-likely-than-not that they will be realized. In
assessing the need for a valuation allowance, we consider all sources of taxable income, including potential opportunities for loss carrybacks, the reversal
of existing temporary differences associated with our deferred tax assets and liabilities, tax planning strategies and future taxable income. We also consider
other evidence such as historical pre-tax book income in making

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the determination. As of December 31, 2022, we continue to have a valuation allowance recorded against the net deferred tax assets of our U.S. entities and
certain foreign subsidiaries, including net operating loss carryforwards.

Risks Related to Legal and Regulatory Compliance, Litigation and Tax Matters

Concern over privacy violations and data breaches could lead to public relations problems, regulatory scrutiny and lawsuits, which could harm our
business.

We are subject to data privacy and protection laws and regulations that apply to the collection, transmission, storage and use of personal information. The
regulatory  environment  surrounding  information  security  and  data  privacy  varies  from  jurisdiction  to  jurisdiction  and  is  constantly  evolving  and
increasingly  demanding.  The  restrictions  imposed  by  such  laws  continue  to  develop  and  may  require  us  to  incur  substantial  costs  and  fines  or  adopt
additional compliance measures, such as notification requirements and corrective actions.

Any  perception  of  our  practices,  products  or  services  as  a  violation  of  individual  privacy  rights  may  subject  us  to  public  criticism,  loss  of  customers,
partners or vendors, litigation (including class action lawsuits), reputational harm, or investigations or claims by regulators, industry groups or other third
parties,  all  of  which  could  significantly  disrupt  our  business  and  expose  us  to  increased  liability.  Additionally,  laws  regulating  privacy  and  third-party
products purporting to address privacy concerns could negatively affect the functionality of, and demand for, our products and services, thereby resulting in
loss of customers, partners and vendors and harm to our business.

We also rely on security questionnaires and contractual representations made to us by customers, partners, vendors and other third-party data providers that
their own use of our services and the information they provide to us do not violate any applicable privacy laws, rules and regulations or their own privacy
or  security  policies.  As  a  component  of  our  client  contracts,  we  generally  obligate  customers  to  provide  their  consumers  the  opportunity  to  obtain  the
appropriate level of consent (including opt outs) for the information collection associated with our services, as applicable, or provide another appropriate
legal  basis  for  collection.  If  these  questionnaires  or  representations  are  false,  inaccurate  or  incomplete,  or  if  our  customers,  partners,  vendors  and  other
third-party data providers do not otherwise comply with applicable privacy laws or security practices, we could face adverse publicity and possible legal or
regulatory action.

Outside parties, including foreign actors, may attempt to fraudulently induce our employees or users of our solutions to disclose sensitive information via
illegal electronic spamming, phishing, threats or other tactics. Unauthorized parties may also attempt to gain physical access to our information systems.
This risk may be heightened in U.S. election years, particularly from foreign governments and other foreign actors. Any breach of our security measures or
the accidental loss, inadvertent disclosure or unauthorized dissemination of proprietary information or sensitive, personal or confidential data about us, our
employees or our customers, partners or vendors, including the potential loss or disclosure of such information or data as a result of hacking, fraud, trickery
or other forms of deception, could expose us, our employees, our customers or the individuals affected to risks of loss or misuse of this information. Any
actual or potential breach of our security measures may result in litigation and potential liability or fines, governmental inquiry or oversight or a loss of
customer confidence, any of which could harm our business and damage our brand and reputation, possibly impeding our present and future success in
retaining and attracting new customers and thereby requiring time and resources to repair our brand.

Domestic or foreign laws, regulations or enforcement actions may limit our ability to collect and incorporate media usage information in our products,
which may decrease their value and cause an adverse impact on our business and financial results.

Our  business  could  be  adversely  impacted  by  existing  or  future  laws,  regulations  or  actions  by  domestic  or  foreign  regulatory  agencies,  or  by  our
customers' or partners' efforts to comply with these laws. For example, privacy, data protection and personal information, intellectual property, advertising,
data security, data retention and deletion, protection of minors, consumer protection, economic or other trade prohibitions or sanctions concerns have and
could  continue  to  lead  to  legislative,  judicial  and  regulatory  limitations  on  our  and  our  partners'  ability  to  collect,  maintain  and  use  information  about
consumers' behavior and media consumption in the U.S. and abroad, impacting the amount and quality of data in our products and increasing our costs.

State and federal laws within the U.S. and foreign laws and regulations are varied, overlapping and at times conflicting, resulting in higher risk related to
compliance. A number of laws have recently come into effect, and there are proposals pending before federal, state and foreign legislative and regulatory
bodies that have affected and are likely to continue to affect our business. For example, the European Union's ("EU") General Data Protection Regulation,
or GDPR, became effective in 2018, imposing more stringent EU data protection requirements and providing for greater penalties for noncompliance. In
addition, regulators in the EU, the U.S. and elsewhere are increasingly focused on transparency, consent, consumer choice and the collection of data using
tracking technologies. In the EU, cross-border data transfers are increasingly scrutinized to ensure compliance, and there have been expanded enforcement
efforts  in  this  area.  Five  U.S.  states  now  have  comprehensive  privacy  laws  governing  the  collection  and  use  of  personal  information.  The  California
Consumer Privacy Act, which went into effect in 2020, was substantially expanded by the California Privacy Rights Act of 2020, which went into effect in
January 2023. The Virginia Consumer Data Protection Act, the Colorado Privacy Act, the Connecticut Data Privacy Act and the Utah Consumer Privacy
Act all came into effect or will come into effect in 2023. These U.S.

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federal and state and foreign laws and regulations, which in some cases can be enforced by private parties in addition to government entities, are constantly
evolving and impose new and complex requirements on our business.

We have implemented policies and procedures to comply with the GDPR, state privacy laws, the Children's Online Privacy Protection Act and other laws
and  regulations,  and  we  continue  to  evaluate  and  implement  processes  and  enhancements  and  monitor  changes  in  laws  and  regulations.  However,  the
application, interpretation, and enforcement of these laws and regulations are often uncertain, particularly in the rapidly evolving industries in which we
operate, and may be interpreted and applied inconsistently from country to country, state to state, and customer to customer, and inconsistently with our
current policies and practices. Additionally, the costs of compliance with, and the other burdens imposed by, these and other laws, regulatory actions and
customer or partner policies may prevent us from selling our products, may require us to alter our products in ways that make them less competitive or
compelling to customers, may divert development resources from other priorities, may continue to increase the costs associated with selling our products,
and may affect our ability to invest in or jointly develop products in the U.S. and in foreign jurisdictions. In addition, failure to comply with these and other
laws  and  regulations  may  result  in,  among  other  things,  administrative  enforcement  actions  and  substantial  fines,  individual  and  class  action  lawsuits,
contractual breaches, significant legal fees, and civil and criminal liability. Any regulatory or civil action that is brought against us, even if unsuccessful,
may distract our management's attention, divert our resources, negatively affect our public image or reputation among our panelists, customers, partners
and vendors, and harm our business.

An assertion from a third party that we are infringing its intellectual property rights, whether such assertion is valid or not, could subject us to costly
and time-consuming litigation or expensive licenses.

The media measurement, software and technology industries are characterized by the existence of a large number of patents, copyrights, trademarks and
trade  secrets  and  by  frequent  litigation  based  on  allegations  of  infringement  or  other  violations  of  intellectual  property  rights,  domestically  or
internationally. As we grow, evolve our products and methodologies, and face increasing competition, the probability that one or more third parties will
make intellectual property rights claims against us increases. In such cases, our products, technologies or methodologies may be found to infringe on the
intellectual property rights of others. Additionally, many of our agreements may require us to indemnify our customers for third-party intellectual property
infringement  claims,  which  would  increase  our  costs  if  we  have  to  defend  such  claims  and  may  require  that  we  pay  damages  and  provide  alternative
services  if  there  were  an  adverse  ruling  in  any  such  claims.  Intellectual  property  claims  could  harm  our  relationships  with  our  customers,  deter  future
customers from buying our products or expose us to litigation, which could be expensive and divert considerable attention of our management team from
the normal operation of our business. Even if we are not a party to any litigation between a customer and a third party, an adverse outcome in any such
litigation could make it more difficult for us to defend against intellectual property claims by the third party in any subsequent litigation in which we are a
named party. Any of these results could adversely affect our brand, business and results of operations.

With respect to any intellectual property rights claim against us or our customers, we may have to pay damages or stop using technology or methodologies
found to be in violation of a third party's rights. We may have to seek a license for the technology, which may not be available on reasonable terms or at all,
may significantly increase our operating expenses or may significantly restrict our business activities in one or more respects. We may also be required to
develop  alternative  non-infringing  technology  or  methodologies,  which  could  require  significant  effort  and  expense.  Any  of  these  outcomes  could
adversely affect our business and results of operations. Even if we prove successful in defending ourselves against such claims, we may incur substantial
expenses and the defense of such claims may divert considerable attention of our management team from the normal operation of our business.

The success of our business depends in large part on our ability to protect and enforce our intellectual property rights.

We  rely  on  a  combination  of  patent,  copyright,  service  mark,  trademark  and  trade  secret  laws,  as  well  as  confidentiality  procedures  and  contractual
restrictions, to establish and protect our proprietary rights, all of which provide only limited protection. We endeavor to enter into agreements with our
employees and contractors and with parties with whom we do business in order to limit access to and disclosure of our proprietary information. We cannot
be certain that the steps we have taken will prevent unauthorized use of our technology or the reverse engineering of our technology. Moreover, we may not
have  adequate  resources  to  devote  to  obtaining  new  intellectual  property  protection  for  our  technology  and  products,  defending  our  existing  rights,  or
maintaining  the  security  of  our  know-how  and  data.  We  cannot  make  assurances  that  any  additional  patents  will  be  issued  with  respect  to  any  of  our
pending or future patent applications, nor can we assure that any patent issued to us will provide adequate protection, or that any patents issued to us will
not be challenged, invalidated, circumvented, or held to be unenforceable in actions against alleged infringers. Also, we cannot make assurances that any
future trademark or service mark registrations will be issued with respect to pending or future applications or that any of our registered trademarks and
service marks will be enforceable or provide adequate protection of our proprietary rights. If we are unable to protect our intellectual property rights, or if
we must engage in costly and time-consuming litigation to enforce our rights, our results of operations and financial condition could be adversely affected.

Our  use  of  open  source  software  could  limit  our  ability  to  sell  our  products,  subject  our  code  to  public  disclosure  or  require  us  to  reengineer  our
products.

We use open source software in certain of our products, and it is also contained in some third-party software that we license. There are many types of open
source licenses, some of which have not been interpreted or adjudicated by U.S. or other courts. Our use of open

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source licenses could limit our ability to sell our products or subject our proprietary code to public disclosure if not properly managed. Remediation of such
issues may involve licensing software on costly or unfavorable terms or reengineering our products, either of which could have an adverse effect on our
results of operations and financial condition.

We are subject to taxation in multiple jurisdictions. Any adverse development in the tax laws of any of these jurisdictions or any disagreement with our
tax positions could have a material and adverse effect on our business, financial condition or results of operations.

We are subject to taxation in, and to the tax laws and regulations of, multiple jurisdictions as a result of the international scope of our operations and our
corporate entity structure. We are also subject to transfer pricing laws with respect to our intercompany transactions, including those relating to the flow of
funds  among  our  companies.  Adverse  developments  in  these  laws  or  regulations,  or  any  change  in  position  regarding  the  application,  administration  or
interpretation thereof, in any applicable jurisdiction, could have a material and adverse effect on our business, financial condition or results of operations.
In addition, the tax authorities in any applicable jurisdiction, including the U.S., may disagree with the positions we have taken or intend to take regarding
the  tax  treatment  or  characterization  of  any  of  our  transactions.  If  any  applicable  tax  authorities,  including  U.S.  tax  authorities,  were  to  successfully
challenge the tax treatment or characterization of any of our transactions, it could have a material and adverse effect on our business, financial condition or
results of operations.

In August 2022, the Inflation Reduction Act ("IRA") was enacted in the U.S. Although we do not currently expect the IRA to have a material impact on our
business,  we  are  continuing  to  analyze  its  provisions.  Moreover,  the  current  U.S.  presidential  administration  has  made  various  other  proposals  that,  if
enacted, would cause significant changes to existing tax law, in particular, an increase in U.S. federal income taxes on corporations and the tax rate on
foreign earnings.

In addition to changes in U.S. law, longstanding international tax norms that determine each country's jurisdiction to tax cross-border international trade are
subject  to  potential  evolution.  In  October  2021,  the  Organization  for  Economic  Cooperation  and  Development  ("OECD")  announced  the  OECD/G20
Inclusive Framework on Base Erosion and Profit Shifting (the "Framework"), which included a two-pillar solution to address tax challenges arising from
digitalization  of  the  economy.  In  December  2021,  the  OECD  released  Pillar  Two  Model  Rules,  defining  global  minimum  tax  rules  that  contemplate  a
minimum tax rate of 15% for multinational enterprises with annual global turnover exceeding €750 million. Although our current results are below the
threshold for application of the global minimum tax, future growth in our business or changes in the Framework or related laws and regulations could result
in the application of a minimum tax to our business, which could adversely affect our financial condition and results.

There can be no assurance that future changes to federal and state tax laws in the U.S. and foreign tax laws will not be proposed or enacted that could
materially impact our business or financial results. If and when any of these changes are put into effect, they could result in tax increases where we do
business both in and outside of the U.S. and could have a material and adverse effect on our results of operations.

Taxing authorities may successfully assert that we should have collected or in the future should collect sales and use, value added or similar taxes, and
we could be subject to liability with respect to past or future sales.

In certain cases, we have concluded that we do not need to collect sales and use, value added and similar taxes in jurisdictions in which we have sales or
operations. Certain jurisdictions in which we do not collect such taxes may assert that such taxes are applicable, which could result in tax assessments,
penalties and interest, and we may be required to collect such taxes in the future. Such tax assessments, penalties and interest or future requirements may
adversely affect our financial condition and results of operations.

Risks Related to International Operations

Our business could become increasingly susceptible to risks associated with international operations.

Conducting international operations subjects us to risks that we generally do not face in the U.S. These risks include:

•

•

•

•

•

•

recruitment and maintenance of a sufficiently large and representative panel both globally and in certain countries;

difficulties and expenses associated with tailoring our products to local and international markets as may be required by local customers and joint
industry committees or similar industry organizations;

difficulties in expanding the adoption of our server- or census-based web beacon data collection in certain countries or obtaining access to other
necessary data sources;

the  complexities  and  expense  of  complying  with  a  wide  variety  of  foreign  laws  and  regulations,  including  the  GDPR,  other  privacy  and  data
protection laws and regulations, and foreign anti-corruption laws, as well as the U.S. Foreign Corrupt Practices Act;

difficulties in staffing and managing international operations, including complex and costly hiring, disciplinary, and termination requirements as
well as third-party contracting arrangements;

the complexities of foreign value-added taxes and the repatriation of earnings, particularly following the enactment of the TCJA;

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•

•

•

•

reduced or varied protection for intellectual property rights in some countries;

political, social and economic instability abroad, terrorist attacks and security concerns;

fluctuations in currency exchange rates; and

increased accounting and reporting burdens and complexities.

Additionally, operating in international markets requires significant additional management attention and financial resources. We cannot be certain that the
investments  and  additional  resources  required  to  establish  and  maintain  operations  in  other  countries  will  hold  their  value  or  produce  desired  levels  of
revenues or profitability. We cannot be certain that we will be able to comply with laws, rules, regulations or local guidelines to maintain or increase the
size of the user panels that we currently have in various countries, that we will be able to recruit a representative sample for our audience measurement
products or that we will be able to enter into arrangements with a sufficient number of website and mobile app content providers and/or television operators
to allow us to collect information for inclusion in our products. In addition, governmental authorities in various countries have different views regarding
regulatory oversight of the internet, data protection and consumer privacy. The impact of these risks could negatively affect our international business and,
consequently, our financial condition and results of operations.

Export controls and economic and trade sanctions laws could impair our ability to compete in international markets and subject us to liability if we are
not in full compliance with applicable laws.

Our business activities include the collection of data from panelists around the world, and such activities may be subject to various restrictions under U.S.
export  controls  and  economic  and  trade  sanctions  laws.  If  we  fail  to  comply  with  these  laws  and  regulations,  we  could  be  subject  to  civil  or  criminal
penalties and reputational harm.

Although we take precautions to prevent the collection of data from panelists in embargoed countries that may be subject to export controls and economic
and trade sanctions under these laws and regulations, we have collected such data in the past, and there is a risk that we could collect such data in the future
despite our precautions. We have implemented a number of additional screening and other measures designed to prevent such transactions with embargoed
countries and other U.S. sanctions targets. Changes in the list of embargoed countries and regions or prohibited persons may require us to modify these
procedures in order to comply with governmental regulations. Our failure to screen potential panelists properly could result in negative consequences to us,
including government investigations, penalties and reputational harm, any of which could materially and adversely affect our business, financial condition
or results of operations.

Changes in foreign currencies could have a significant effect on our operating results.

We  operate  in  numerous  countries  in  Latin  America,  Europe  and  Asia.  A  portion  of  our  revenues  and  expenses  from  business  operations  in  foreign
countries are derived from transactions denominated in currencies other than the functional currency of our operations in those countries. As such, we have
exposure to changes in exchange rates associated with revenues and operating expenses of our foreign operations, and these changes have impacted our
results in prior periods. We do not currently enter into any hedging instruments that hedge foreign currency exchange rate risk. If we grow our international
operations, if we acquire companies with established business in international regions, or if exchange rates become more variable, our exposure to foreign
currency risk could become more significant.

Risks Related to Our Capital Structure and Financings

The  holders  of  our  Preferred  Stock  have  significance  influence  over  the  Company,  may  prevent  other  stockholders  from  influencing  significant
corporate decisions, and may have interests that conflict with those of our other stockholders.

On  January  7,  2021,  we  entered  into  separate  Series  B  Convertible  Preferred  Stock  Purchase  Agreements  (collectively,  the  "Securities  Purchase
Agreements") with each of Charter Communications Holding Company, LLC ("Charter"), Qurate Retail, Inc. ("Qurate") and Pine Investor, LLC ("Pine")
(collectively,  the  "Investors").  The  issuance  of  securities  pursuant  to  the  Securities  Purchase  Agreements  (the  "Transactions")  and  related  matters  were
approved by our stockholders on March 9, 2021 and completed on March 10, 2021. In connection with the Transactions, we also entered into a long-term
data license with Charter, which was intended to enhance our ability to execute on our strategic plans and growth initiatives.

At the closing of the Transactions, the Preferred Stock was initially convertible into an aggregate of 82,527,609 shares of our Common Stock (subject to
adjustment).  On  an  as-converted  basis,  this  collectively  represented  approximately  50.6%  of  our  issued  and  outstanding  Common  Stock  immediately
following the closing (equating to approximately 16.9% per Investor), and the Investors became the largest stockholders of the Company. The Investors
remained the largest stockholders of the Company as of December 31, 2022, with each Investor's Preferred Stock representing approximately 16.1% of our
issued and outstanding Common Stock on an as-converted basis and certain Investors holding (or reporting beneficial ownership of) additional shares of
Common Stock beyond their Preferred Stock holdings. This concentration of ownership, together with the voting rights, director designation rights, consent
rights and dividend rights described below, has been criticized by certain stockholders, may be perceived negatively by other investors and, as a result, may
adversely affect the market price of our Common Stock.

As of December 31, 2022, each Investor's Preferred Stock represented approximately 15.6% of the outstanding voting power of the Company on an as-
converted basis. In addition, under the Stockholders Agreement that we entered into in connection with the

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Transactions,  each  Investor  has  the  right  to  designate  two  directors  to  serve  on  our  board  of  directors  until  the  earlier  of  such  time  as  the  Investor  (a)
beneficially  owns  less  than  50%  of  the  shares  of  Preferred  Stock  held  by  such  Investor  as  of  the  date  of  the  closing  (the  "Initial  Preferred  Stock
Ownership") as a result of the Investor's transfer of such shares to any of the other Investors or (b) beneficially owns voting stock representing less than
10% of the outstanding shares of Common Stock (on an as-converted basis), after which the Investor's designation rights will be reduced to one designee
until such time as the Investor beneficially owns Voting Stock representing less than 5% of the outstanding shares of Common Stock (on an as-converted
basis).  Additionally,  under  certain  circumstances,  an  Investor  may  gain  additional  board  designation  rights  and  in  some  instances,  we  may  even  be
obligated to increase the size of our board to enable an Investor to designate one additional director nominee. As of the date of this 10-K, each Investor has
designated two directors on our board of directors.

Pursuant to the Stockholders Agreement, each Investor has consent rights over certain significant matters of our business. These include, but are not limited
to, decisions: (a) to amend our organizational documents; (b) to create, increase, reclassify, issue or sell any additional Preferred Stock; (c) to consummate a
change of control transaction; (d) to create or issue indebtedness that would cause us to exceed a specified leverage ratio; (e) to increase or decrease the
number of directors on our board of directors or certain committees thereof; (f) to change the nature of our business in any material respect; (g) to make
certain changes to our management; (h) to declare cash dividends or distributions; (i) to enter into certain related-party transactions; and (j) to adopt certain
shareholder rights plans. As a result, each Investor is able to influence fundamental corporate matters and transactions.

As holders of our Preferred Stock, the Investors are entitled to a cumulative dividend at the rate of 7.5% per annum, payable annually in arrears and subject
to increase under certain circumstances. In addition, each Investor is entitled to request, and we are obligated to take all actions reasonably necessary to
pay, a one-time special dividend equal to the highest amount that our board of directors determines can be paid at the applicable time, subject to additional
conditions  and  limitations  set  forth  in  the  Stockholders  Agreement.  As  described  in  the  Stockholders  Agreement,  we  may  be  obligated  to  obtain  debt
financing in order to effectuate the special dividend.

The interests of the Investors may not always coincide with our interests or the interests of our other stockholders, and the rights described above may
delay, deter or prevent acts that would be favored by our other stockholders. Also, the Investors may seek to cause us to take courses of action that, in their
judgment, could enhance their investment in us, but which might involve risks to our other stockholders or adversely affect us or our other stockholders.

We may not be able to realize the anticipated benefits of the Transactions.

The  anticipated  benefits  of  the  Transactions,  including  expected  commercial  benefits  from  the  data  license  with  Charter  and  other  relationships  and
expertise from the Investors, may not be realized fully or may take longer to realize than we expect. Actual operating, strategic and revenue opportunities
may  be  less  significant  than  we  expect  or  may  take  longer  to  achieve  than  we  anticipate.  If  we  are  not  able  to  achieve  these  objectives  and  realize  the
anticipated benefits from the Transactions, our business, financial condition and operating results may be adversely affected.

The market value of our Common Stock could decline if the Investors sell their Preferred Stock or Common Stock after certain transfer restrictions
expire.

Pursuant to the Stockholders Agreement, until the second anniversary of the Transactions closing (March 10, 2023), and subject to certain exceptions, each
Investor  has  agreed  not  to  sell  more  than  50%  of  such  Investor's  Initial  Preferred  Stock  Ownership,  including  any  shares  of  Common  Stock  issued  or
issuable upon conversion of such Preferred Stock. Pursuant to the Registration Rights Agreement that we entered into in connection with the Transactions,
we registered the resale of the shares of Preferred Stock and the shares of Common Stock underlying the Preferred Stock with the SEC, which means that
such  shares  may  be  eligible  for  resale  in  the  public  markets  following  the  expiration  of  applicable  transfer  restrictions.  Any  sale  of  such  shares,  or  the
anticipation of the possibility of such sales, could create downward pressure on the market price of our Common Stock.

Our  credit  facility  may  impact  our  ability  to  operate  our  business  and  secure  additional  financing  in  the  future,  and  any  failure  to  meet  our  debt
obligations could adversely affect our business and financial condition.

We have a senior secured revolving credit agreement (the "Revolving Credit Agreement") with a borrowing capacity of $40.0 million. As of the date of this
10-K, we had borrowings and letters of credit outstanding under the Revolving Credit Agreement totaling $19.4 million. Amounts outstanding under the
Revolving  Credit  Agreement  currently  bear  interest  at  a  rate  per  annum  equal  to  the  Daily  SOFR  (as  defined  in  the  Revolving  Credit  Agreement)  plus
3.50%. In addition, the Revolving Credit Agreement provides for an unused commitment fee equal to 0.25% of the unused commitments. The Revolving
Credit Agreement matures on May 5, 2024.

Servicing our indebtedness under the Revolving Credit Agreement could divert resources from other priorities, including investment in our products and
operations and satisfaction of our outstanding trade payables. If our cash flow from operations is inadequate to allow us to pay the interest and principal on
our debt when due and meet our other financial obligations, we could face substantial liquidity challenges.

Under the Revolving Credit Agreement, we are subject to restrictive covenants limiting our ability to, among other things, incur additional indebtedness,
permit additional liens, make investments and loans, enter into mergers and acquisitions, make or declare dividends and other payments, enter into certain
contracts,  sell  assets,  and  engage  in  transactions  with  affiliates.  These  covenants  could  limit  our  operating  flexibility  and  cause  us  to  forego  attractive
business opportunities, which could hurt our customer relationships and

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put  us  at  a  competitive  disadvantage.  The  covenants  also  could  prevent  us  from  securing  additional  financing  in  the  future,  including  to  fund  our
operations, satisfy liabilities, or pay dividends to the holders of our Preferred Stock.

In addition, we are subject to financial covenants under the Revolving Credit Agreement, including a requirement to maintain a minimum Consolidated
Asset Coverage Ratio and minimum Liquidity through maturity, minimum Consolidated EBITDA for periods through December 31, 2023, and a minimum
Consolidated Fixed Charge Coverage Ratio for periods after December 31, 2023 (each term as defined in the Revolving Credit Agreement). While we are
currently in compliance with these covenants, there is no guarantee that we will be able to achieve our plans and remain in compliance in future periods.
Moreover, our ability to comply with the covenants could be affected by economic, financial, competitive, regulatory and other factors beyond our control.

If we fail to meet our financial covenants or other obligations under the Revolving Credit Agreement, the lender(s) may accelerate any amounts outstanding
under  the  Revolving  Credit  Agreement  and  may  terminate  their  commitments  to  extend  further  credit.  This  could  have  important  consequences  for  our
company, including requiring us to restructure or refinance our debt (which we may be unable to do on acceptable terms or at all), dispose of assets or,
potentially, enter into liquidation or bankruptcy.

We may require additional capital to support our business, and this capital may not be available on acceptable terms or at all.

We intend to continue to make investments to support our business growth and may require additional funds to respond to business challenges, including
the  need  to  develop  new  products  or  enhance  our  existing  products,  enhance  our  operating  infrastructure,  retain  and  hire  key  personnel,  and  acquire
complementary businesses and technologies. In addition, as described above, the holders of our Preferred Stock have certain dividend rights, including the
right to request a special dividend. Accordingly, we may need to engage in equity or debt financings to secure additional funds. If we raise additional funds
through  further  issuances  of  equity  or  convertible  debt  securities,  our  existing  stockholders  could  suffer  significant  dilution,  and  any  new  securities  we
issue could have rights, preferences and privileges superior to those of holders of our Common Stock. Any financing secured by us in the future could
include 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,  including  potential  acquisitions.  Servicing  future  debt  obligations  could  also  limit  our
flexibility  to  invest  in  the  business  and  adjust  to  market  conditions,  which  could  impact  our  customer  relationships  and  place  us  at  a  competitive
disadvantage.

As  a  result  of  our  settlement  with  the  SEC  relating  to  financial  accounting  and  disclosure  practices  between  February  2014  and  February  2016,  we  are
currently subject to a "bad actor" disqualification and are unable to rely on certain exemptions from registration under the federal securities laws, including
Regulation D. This could make it more difficult for us to raise necessary financing in the future.

Capital and credit market conditions, adverse events affecting our business or industry, the tightening of lending standards, rising interest rates, negative
actions by regulatory authorities or rating agencies, or other factors also could negatively impact our ability to obtain future financing on terms acceptable
to us or at all. If we are unable to obtain adequate financing or financing on terms satisfactory to us when we require it, our ability to support our business
growth, meet our dividend payment obligations, and respond to business challenges could be significantly limited. In addition, the terms of any additional
equity or debt issuances may adversely affect the value and price of our Common Stock, our results of operations, financial condition and cash flows.

General Risks Related to Ownership of Our Common Stock

The Company's outstanding securities, the stock or securities that we may become obligated to issue under existing or future agreements, and certain
provisions of those securities, may cause immediate and substantial dilution to our existing stockholders.

Our existing stockholders have and may continue to experience substantial dilution as a result of our obligations to issue shares of Common Stock. As of
December  31,  2022,  our  Preferred  Stock  was  convertible  into  an  aggregate  of  85,708,361  shares  of  Common  Stock  at  the  election  of  the  holders.
Furthermore, we have reserved 5,457,026 shares of Common Stock for issuance pursuant to our Series A Warrants. We have also issued 8,066,876 shares
of Common Stock for distribution to the selling stockholders of Shareablee (which we acquired in December 2021), and we may elect to pay any deferred
consideration due to the Shareablee sellers in 2023 and 2024 in shares of Common Stock.

As of December 31, 2022, 2,283,987 shares of Common Stock were reserved for issuance pursuant to outstanding stock options under our equity incentive
plans (including stock option awards we assumed in the Shareablee acquisition), 4,644,619 shares of Common Stock were reserved for issuance pursuant to
outstanding  restricted  stock  unit  awards  under  our  equity  incentive  plans  and  arrangements  (including  assumed  Shareablee  awards  and  an  employment
inducement award we granted in 2021), 5,693,104 shares of Common Stock were available for future equity awards under our 2018 Equity and Incentive
Compensation Plan, and 176,435 shares of Common Stock were available for future equity awards under our acquired Shareablee plan.

The issuance of shares of Common Stock (i) upon the conversion of our Preferred Stock, (ii) upon the exercise of warrants, (iii) as deferred consideration to
the Shareablee sellers, (iv) pursuant to outstanding and future equity awards, or (v) upon the conversion of other existing or future convertible securities,
may result in substantial dilution to each of our stockholders by reducing that stockholder's percentage ownership of our outstanding Common Stock.

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Provisions in our certificate of incorporation, bylaws and under Delaware law might discourage, delay or prevent a change of control of our company
or changes in our management and, therefore, depress the trading price of our Common Stock.

Our certificate of incorporation and bylaws contain provisions that could depress the trading price of our Common Stock by acting to discourage, delay or
prevent  a  change  of  control  of  our  company  or  changes  in  our  management  that  the  stockholders  of  our  company  may  deem  advantageous.  These
provisions:

•

•

•

•

•

•

provide for a classified board of directors so that not all members of our board are elected at one time;

authorize "blank check" preferred stock that our board could issue to increase the number of outstanding shares to discourage a takeover attempt;

prohibit stockholder action by written consent, which means that all stockholder actions must be taken at a meeting of our stockholders;

prohibit stockholders from calling a special meeting of our stockholders;

provide that our board is expressly authorized to make, alter or repeal our bylaws; and

provide for advance notice requirements for nominations for elections to our board or for proposing matters that can be acted upon by stockholders
at stockholder meetings.

In addition, we are subject to Section 203 of the Delaware General Corporation Law, which prohibits a Delaware corporation from engaging in any of a
broad range of business combinations with any "interested" stockholder for a period of three years following the date on which the stockholder became an
"interested" stockholder and which may discourage, delay or prevent a change of control of our company.

ITEM 1B.

UNRESOLVED STAFF COMMENTS

None.

ITEM 2.

PROPERTIES

Our  corporate  headquarters  are  located  in  Reston,  Virginia,  where  we  occupy  approximately  84,000  square  feet  of  office  space.  We  also  lease  space  in
various locations throughout North America, South America, Europe, and Asia Pacific for sales and other personnel. If we require additional space, we
believe that we would be able to obtain such space on commercially reasonable terms.

Our other material locations, all of which are leased under operating leases, include the following:

•

•

New York, New York

Portland, Oregon

As of December 31, 2022, we leased facilities in 26 locations worldwide, including approximately 48,000 square feet of subleased space in six properties.
Currently, however, most of our employees are operating under remote or hybrid working arrangements.

For additional information regarding our obligations under operating and finance leases, refer to Footnote 9, Leases of the Notes to Consolidated Financial
Statements.

ITEM 3.

LEGAL PROCEEDINGS

For  a  discussion  of  material  legal  proceedings,  please  refer  to  Footnote  12,  Commitments  and  Contingencies  of  the  Notes  to  Consolidated  Financial
Statements included in Part II, Item 8 of this 10-K, which is incorporated herein by reference.

ITEM 4.

MINE SAFETY DISCLOSURES

Not applicable.

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ITEM 5.

MARKET FOR REGISTRANT'S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF
EQUITY SECURITIES

PART II

MARKET INFORMATION

Our Common Stock trades on The Nasdaq Global Select Market under the symbol "SCOR".

HOLDERS

As of February 24, 2023, there were 132 stockholders of record of our Common Stock, although we believe that there are a significantly larger number of
beneficial owners of our Common Stock. We derived the number of stockholders by reviewing the listing of outstanding Common Stock recorded by our
transfer agent as of February 24, 2023. 

STOCK PERFORMANCE GRAPH

The following graph compares the cumulative total stockholder return on our Common Stock between December 31, 2017 and December 31, 2022 to the
cumulative total returns of the Nasdaq Composite Index, the S&P MidCap 400 Index and the Nasdaq Computer Index over the same period. This graph
assumes the investment of $100 at the closing price of the markets on December 31, 2017 in our Common Stock, the Nasdaq Composite Index, the S&P
MidCap 400 Index and the Nasdaq Computer Index, and assumes the reinvestment of dividends, if any. The comparisons shown in the following graph are
based  upon  historical  data.  We  caution  that  the  stock  price  performance  shown  in  the  graph  below  is  not  necessarily  indicative  of,  nor  is  it  intended  to
forecast, the potential future performance of our Common Stock.

COMPARISON OF CUMULATIVE TOTAL RETURN*
among comScore, Inc.,
The Nasdaq Composite Index, The Nasdaq Computer Index and The S&P MidCap 400 Index

*

$100 invested upon market close of The Nasdaq Global Select Market on December 31, 2017, including reinvestment of dividends.

The  preceding  Stock  Performance  Graph  is  not  deemed  filed  with  the  SEC  and  shall  not  be  incorporated  by  reference  in  any  of  our  filings  under  the
Securities  Act  of  1933,  as  amended,  or  the  Exchange  Act,  as  amended,  whether  made  before  or  after  the  date  hereof  and  irrespective  of  any  general
incorporation language in any such securities filing, except to the extent that we specifically incorporate it by reference.

_________________

29

Table of Contents

SECURITIES AUTHORIZED FOR ISSUANCE UNDER EQUITY COMPENSATION PLANS

The information relating to our equity compensation plans required by Item 5 is incorporated by reference to such information as set forth in Part III, Item
12, "Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters."

UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS

Information required by Item 701 of Regulation S-K was previously included in our Quarterly Report on Form 10-Q filed on August 9, 2022.

PURCHASES OF EQUITY SECURITIES BY THE ISSUER AND AFFILIATED PURCHASERS

None.

ITEM 6.

[RESERVED]

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Table of Contents

ITEM 7. MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our Consolidated Financial
Statements  and  the  related  Notes  to  Consolidated  Financial  Statements  included  in  Part  II,  Item 8  of  this  Annual  Report  on  Form  10-K,  or  10-K.  In
addition to historical financial information, the following discussion and analysis contains forward-looking statements that involve risks, uncertainties and
assumptions. Our actual results and timing of selected events in future periods may differ materially from those anticipated or implied in these forward-
looking statements as a result of many factors, including those discussed under Item 1A, "Risk Factors," and elsewhere in this 10-K. See also "Cautionary
Note Regarding Forward-Looking Statements" at the beginning of this 10-K.

Overview

We are a global information and analytics company that measures advertising, content, and the consumer audiences of each, across media platforms. We
create our products using a global data platform that combines information on digital platforms (connected (Smart) televisions, mobile devices, tablets and
computers), TV, direct to consumer applications and movie screens with demographics and other descriptive information. We have developed proprietary
data  science  that  enables  measurement  of  person-level  and  household-level  audiences,  removing  duplicated  viewing  across  devices  and  over  time.  This
combination  of  data  and  methods  enables  a  common  standard  for  buyers  and  sellers  to  transact  on  advertising.  This  helps  companies  across  the  media
ecosystem  better  understand  and  monetize  their  audiences  and  develop  marketing  plans  and  products  to  more  efficiently  and  effectively  reach  those
audiences. Our ability to unify behavioral and other descriptive data enables us to provide audience ratings, advertising verification, and granular consumer
segments that describe hundreds of millions of consumers. Our customers include digital publishers, television networks, movie studios, content owners,
brand advertisers, agencies and technology providers.

The platforms we measure include televisions, mobile devices, computers, tablets, CTV devices and movie theaters. The information we analyze crosses
geographies, types of content and activities, including websites, mobile and OTT apps, video games, television and movie programming, e-commerce, and
advertising.

Results of Operations

The following table sets forth selected Consolidated Statements of Operations and Comprehensive Loss data as a percentage of revenues for each of the
periods indicated.

(In thousands)
Revenues
Cost of revenues
Selling and marketing
Research and development
General and administrative
Amortization of intangible assets
Impairment of goodwill
Restructuring
Impairment of right-of-use and long-lived assets
Total expenses from operations
Loss from operations
Loss on extinguishment of debt
Interest expense, net
Other income (expense), net
Gain (loss) from foreign currency transactions
Loss before income taxes
Income tax provision
Net loss

Revenues

2022

2021

2020

Dollars

% of Revenue

Dollars

% of Revenue

Dollars

% of Revenue

Years Ended December 31,

$

$

376,423 
205,294 
68,453 
36,987 
61,200 
27,096 
46,300 
5,810 
156 
451,296 
(74,873)
— 
(915)
9,785 
1,166 
(64,837)
(1,724)
(66,561)

100.0 % $
54.5 %
18.2 %
9.8 %
16.3 %
7.2 %
12.3 %
1.5 %
— %
119.9 %
(19.9)%
— %
(0.2)%
2.6 %
0.3 %
(17.2)%
(0.5)%
(17.7)% $

367,013 
203,044 
66,937 
39,123 
61,736 
25,038 
— 
— 
— 
395,878 
(28,865)
(9,629)
(7,801)
(5,778)
2,895 
(49,178)
(859)
(50,037)

100.0 % $
55.3 %
18.2 %
10.7 %
16.8 %
6.8 %
— %
— %
— %
107.9 %
(7.9)%
(2.6)%
(2.1)%
(1.6)%
0.8 %
(13.4)%
(0.2)%
(13.6)% $

356,036 
180,712 
70,220 
38,706 
55,783 
27,219 
— 
— 
4,671 
377,311 
(21,275)
— 
(35,805)
14,554 
(4,490)
(47,016)
(902)
(47,918)

100.0 %
50.8 %
19.7 %
10.9 %
15.7 %
7.6 %
— %
— %
1.3 %
106.0 %
(6.0)%
— %
(10.1)%
4.1 %
(1.3)%
(13.2)%
(0.3)%
(13.5)%

Our  products  and  services  are  organized  around  solution  groups  that  address  customer  needs.  Accordingly,  we  evaluate  revenues  around  two  solution
groups:

• Digital Ad Solutions provide measurement of the behavior and characteristics of audiences across digital platforms, including computers, tablets,
mobile  and  other  connected  devices.  This  solution  group  also  includes  custom  offerings  that  provide  end-to-end  solutions  for  planning,
optimization  and  evaluation  of  advertising  campaigns  and  brand  protection  across  digital  platforms,  including  transactional  outcome-based
measurement driven by our Activation and CCR products.

31

 
 
Table of Contents

•

Cross Platform Solutions provide measurement of content and advertising audiences across local, national and addressable television, including
consumption  through  connected  (Smart)  televisions,  and  are  designed  to  help  customers  find  the  most  relevant  viewing  audience  whether  that
viewing  is  linear,  non-linear,  online  or  on-demand.  This  solution  group  also  includes  custom  offerings  that  provide  end-to-end  solutions  for
planning, optimization and evaluation of advertising campaigns across platforms. In addition, this solution group includes products that measure
movie  viewership  and  box  office  results  by  capturing  movie  ticket  sales  in  real  time  or  near  real  time  and  includes  box  office  analytics,  trend
analysis and insights for movie studios and movie theater operators worldwide.

We categorize our revenue along these solution groups; however, our cost structure is tracked at the corporate level and not by our solution groups. These
costs  include,  but  are  not  limited  to,  employee  costs,  purchased  data,  operational  overhead,  data  storage  and  technology  that  supports  multiple  solution
groups.

Revenues for the years ended December 31, 2022 and 2021 are as follows:

(In thousands)

Digital Ad Solutions
Cross Platform Solutions

Total revenues

Year Ended December 31,

2022

% of Revenue

2021

% of Revenue

$ Variance

% Variance

$

$

212,510 
163,913 
376,423 

56.5 % $
43.5 %
100.0 % $

221,979 
145,034 
367,013 

60.5 % $
39.5 %
100.0 % $

(9,469)
18,879 
9,410 

(4.3)%
13.0 %

2.6 %

Total revenues increased by $9.4 million, or 2.6%, for the year ended December 31, 2022 as compared to 2021.

Digital Ad Solutions revenue decreased primarily due to lower usage of our Activation product as well as a decline in our syndicated digital products and
custom digital deliveries. Additionally, we recognized $2.4 million in license revenue under a multi-year contract in 2021 (related to delivery of our digital
measurement products in Europe) that did not recur in 2022. We believe that macroeconomic factors (including inflation, rising interest rates and supply
chain disruptions) caused a reduction or delay in advertising expenditures in 2022, impacting demand for certain digital products. We expect this trend to
continue into 2023.

Cross  Platform  Solutions  revenue  increased  primarily  due  to  higher  TV  revenues  from  new  partnerships,  higher  contract  values  from  renewals  and
increased agency adoption. In addition, we recognized $4.1 million more revenue related to cost reimbursements of cloud computing and processing costs
attributable  to  certain  custom  TV  data  set  deliveries  during  2022  compared  to  2021.  Our  movies  revenue  increased  due  to  the  continued  return  of
consumers to theaters in markets worldwide.

Revenues for the years ended December 31, 2021 and 2020 are as follows:

(In thousands)

Digital Ad Solutions
Cross Platform Solutions

Total revenues

Year Ended December 31,

2021

% of Revenue

2020

% of Revenue

$ Variance

% Variance

$

$

221,979 
145,034 
367,013 

60.5 % $
39.5 %
100.0 % $

213,504 
142,532 
356,036 

60.0 % $
40.0 %
100.0 % $

8,475 
2,502 
10,977 

4.0 %
1.8 %

3.1 %

Total revenues increased by $11.0 million, or 3.1%, for the year ended December 31, 2021 as compared to 2020.

Digital Ad Solutions revenue increased primarily due to double-digit year-over-year growth related to Activation as we continued to bring new solutions to
market. Additionally, revenue in 2021 included $2.4 million in license revenue recognized under the multi-year contract described above. This increase was
partially offset by lower revenue from our syndicated digital products. Syndicated digital revenue was lower primarily due to our smaller customers who
continued to be impacted by ongoing industry changes in ad buying and consolidations.

Cross  Platform  Solutions  revenue  increased  primarily  due  to  higher  revenue  from  our  TV  products.  TV  revenue  was  higher  primarily  due  to  new
partnerships, increased agency adoption and higher deliveries of custom TV data. This increase was partially offset by a decrease in our movies business
primarily driven by lower revenues during the first quarter of 2021, which reflected the full impact of the COVID-19 pandemic and its effect on theater
closures, movie releases and consumer behavior worldwide.

Revenues by Geographic Location

Revenue from outside of the United States was $38.6 million, $45.1 million and $45.3 million for the years ended December 31, 2022, 2021, and 2020,
respectively. Non-U.S. revenue declined in 2022 primarily due to the $2.4 million in license fee revenue recognized in Europe under a multi-year contract
in 2021 that did not recur in 2022, as well as a decline in revenue from our syndicated digital products.

We generate the majority of our revenues from the sale and delivery of our products within the United States. For information with respect to sales by
geographic markets, refer to Footnote 4, Revenue Recognition, of the Notes to Consolidated Financial Statements. Our chief operating decision maker (our
CEO) does not evaluate the profit or loss from any separate geography.

We anticipate that revenues from our U.S. sales will continue to constitute a substantial and increasing portion of our revenues in future periods. We expect
our non-U.S. revenues to continue to decline as a percentage of our total revenues as a result of relative growth in our domestic product offerings.

32

 
 
Table of Contents

WPP Related Party Revenue

We  provide  WPP  plc  ("WPP")  and  its  affiliates,  in  the  normal  course  of  business,  services  relating  to  our  different  product  lines  and  receive  various
services  from  WPP  and  its  affiliates  in  supporting  our  data  collection  efforts.  For  the  years  ended  December  31,  2022,  2021,  and  2020,  related  party
revenues with WPP and its affiliates were $11.7 million, $13.6 million and $13.3 million, respectively.

Cost of Revenues

Cost of revenues consists primarily of expenses related to producing our products, operating our network infrastructure, the recruitment, maintenance and
support of our consumer panels and amortization of capitalized fulfillment costs. These expenses include employee costs for salaries, benefits, stock-based
compensation and other related personnel costs of network operations, survey operations, custom analytics and technical support, all of which are expensed
as they are incurred. Cost of revenues also includes costs to obtain multichannel video programming distributor ("MVPD") data sets and panel, census-
based and other data sets used in our products as well as operational costs associated with our data centers, including depreciation expense associated with
computer equipment and internally developed software that supports our panels and systems. Additionally, cost of revenues includes allocated overhead,
lease expense and other facilities-related costs.

Cost of revenues for the years ended December 31, 2022 and 2021 are as follows:

(In thousands)

2022

% of Revenue

2021

% of Revenue

$ Variance

% Variance

Year Ended December 31,

Data costs
Employee costs
Systems and bandwidth costs
Lease expense and depreciation
Panel costs
Sample and survey costs
Professional fees
Technology
Royalties and resellers
Other

Total cost of revenues

$

$

70,707 
41,003 
34,526 
21,016 
15,747 
7,013 
5,954 
4,701 
3,534 
1,093 
205,294 

18.8 % $
10.9 %
9.2 %
5.6 %
4.2 %
1.9 %
1.6 %
1.2 %
0.9 %
0.3 %
54.5 % $

74,196 
41,386 
27,565 
18,946 
15,198 
7,008 
5,109 
5,689 
4,039 
3,908 
203,044 

20.2 % $
11.3 %
7.5 %
5.2 %
4.1 %
1.9 %
1.4 %
1.6 %
1.1 %
1.1 %
55.3 % $

(3,489)
(383)
6,961 
2,070 
549 
5 
845 
(988)
(505)
(2,815)
2,250 

(4.7)%
(0.9)%
25.3 %
10.9 %
3.6 %
0.1 %
16.5 %
(17.4)%
(12.5)%
(72.0)%

1.1 %

Cost of revenues increased by $2.3 million, or 1.1%, for the year ended December 31, 2022 as compared to 2021. Systems and bandwidth costs increased
primarily due to cloud computing and processing costs attributable to certain custom TV data set deliveries, including $4.1 million that was recognized as
revenue in 2022 as described above. Lease expense and depreciation increased due to higher depreciation primarily driven by the addition of capitalized
internal-use software costs as a result of our acquisition of Shareablee in 2021. These increases were offset by a decrease in data costs primarily due to an
amended  data  licensing  agreement  with  Charter  Communications,  which  resulted  in  a  credit  of  $4.5  million  recognized  in  2022.  Additionally,  other
expenses decreased primarily due to higher contract fulfillment costs associated with the delivery of our cross-platform products in Europe in 2021.

Cost of revenues for the years ended December 31, 2021 and 2020 are as follows:

Year Ended December 31,

(In thousands)

2021

% of Revenue

2020

% of Revenue

$ Variance

% Variance

Data costs
Employee costs
Systems and bandwidth costs
Lease expense and depreciation
Panel costs
Sample and survey costs
Technology
Professional fees
Royalties and resellers
Other

Total cost of revenues

(1)

 Calculation is not meaningful.

$

$

74,196 
41,386 
27,565 
18,946 
15,198 
7,008 
5,689 
5,109 
4,039 
3,908 
203,044 

20.2 % $
11.3 %
7.5 %
5.2 %
4.1 %
1.9 %
1.6 %
1.4 %
1.1 %
1.1 %
55.3 % $

63,598 
38,920 
24,349 
16,970 
19,075 
5,133 
5,710 
4,272 
(33)
2,718 
180,712 

17.9 % $
10.9 %
6.8 %
4.8 %
5.4 %
1.4 %
1.6 %
1.2 %
— %
0.8 %
50.8 % $

10,598 
2,466 
3,216 
1,976 
(3,877)
1,875 
(21)
837 
4,072 
1,190 
22,332 

16.7 %
6.3 %
13.2 %
11.6 %
(20.3)%
36.5 %
(0.4)%
19.6 %
(1)
NM 
43.8 %

12.4 %

Cost of revenues increased by $22.3 million, or 12.4%, for the year ended December 31, 2021 as compared to 2020. Data costs increased primarily due to
higher TV data licensing costs to expand our data footprint and data rights, including our expanded data license with Charter Communications. Royalties
and resellers expenses increased primarily due to a $2.0 million one-time, non-cash benefit related to certain revenue share arrangements recorded in the
fourth  quarter  of  2020,  lower  costs  during  2020  due  to  less  revenue  associated  with  revenue  sharing  arrangements,  and  a  reclassification  of  costs
historically captured in data costs to better reflect the nature of the services provided. Systems and

33

Table of Contents

bandwidth costs increased primarily due to increases in cloud-based data storage and bandwidth capacity. Employee costs increased as we allocated more
employee resources towards support of our products and operating infrastructure and modified certain employee incentive compensation. Lease expense
and  depreciation  increased  primarily  due  to  higher  depreciation  driven  by  previously  capitalized  internal-use  software  costs.  Sample  and  survey  costs
increased primarily due to higher sales and deliveries of digital marketing solutions. Other expenses increased primarily due to higher contract fulfillment
costs associated with the delivery of our cross-platform products in Europe. Offsetting these increases was a decrease in panel costs primarily due to lower
recruitment and support costs for our mobile panels.

Selling and Marketing

Selling and marketing expenses consist primarily of employee costs, including salaries, benefits, commissions, stock-based compensation and other related
costs  for  personnel  associated  with  sales  and  marketing  activities,  as  well  as  costs  related  to  online  and  offline  advertising,  industry  conferences,
promotional  materials,  public  relations,  other  sales  and  marketing  programs  and  allocated  overhead,  which  is  comprised  of  lease  expense  and  other
facilities-related costs, and depreciation expense generated by general purpose equipment and software.

Selling and marketing expenses for the years ended December 31, 2022 and 2021 are as follows:

Year Ended December 31,

(In thousands)

2022

% of Revenue

2021

% of Revenue

$ Variance

% Variance

Employee costs
Lease expense and depreciation
Technology
Professional fees
Marketing and advertising
Other

Total selling and marketing expenses

$

$

55,416 
3,849 
3,360 
2,464 
1,751 
1,613 
68,453 

14.7 % $
1.0 %
0.9 %
0.7 %
0.5 %
0.4 %
18.2 % $

55,966 
4,217 
2,621 
2,024 
953 
1,156 
66,937 

15.2 % $
1.1 %
0.7 %
0.6 %
0.3 %
0.3 %
18.2 % $

(550)
(368)
739 
440 
798 
457 
1,516 

(1.0)%
(8.7)%
28.2 %
21.7 %
83.7 %
39.5 %

2.3 %

Selling and marketing expenses increased by $1.5 million, or 2.3%, for the year ended December 31, 2022 as compared to 2021. Marketing and advertising
expense increased primarily due to increased participation in marketing events during 2022.

Selling and marketing expenses for the years ended December 31, 2021 and 2020 are as follows:

Year Ended December 31,

(In thousands)

2021

% of Revenue

2020

% of Revenue

$ Variance

% Variance

Employee costs
Lease expense and depreciation
Technology
Professional fees
Marketing and advertising
Other

Total selling and marketing expenses

$

$

55,966 
4,217 
2,621 
2,024 
953 
1,156 
66,937 

15.2 % $
1.1 %
0.7 %
0.6 %
0.3 %
0.3 %
18.2 % $

57,629 
4,980 
2,579 
2,651 
817 
1,564 
70,220 

16.2 % $

1.4 %
0.7 %
0.7 %
0.2 %
0.4 %

19.7 % $

(1,663)
(763)
42 
(627)
136 
(408)
(3,283)

(2.9)%
(15.3)%
1.6 %
(23.7)%
16.6 %
(26.1)%

(4.7)%

Selling and marketing expenses decreased by $3.3 million, or 4.7%, for the year ended December 31, 2021 as compared to 2020. Employee costs decreased
primarily due to lower commission expense and a decrease in employee headcount. Lease and depreciation expense decreased primarily due to lower rent
as we reduced our office footprint and sublet two locations during 2020.

Research and Development

Research and development expenses include product development costs, consisting primarily of employee costs including salaries, benefits, stock-based
compensation and other related costs for personnel associated with research and development activities, third-party expenses to develop new products and
third-party data costs and allocated overhead, which is comprised of lease expense and other facilities-related costs, and depreciation expense related to
general purpose equipment and software.

Research and development expenses for the years ended December 31, 2022 and 2021 are as follows:

Year Ended December 31,

(In thousands)

2022

% of Revenue

2021

% of Revenue

$ Variance

% Variance

Employee costs
Technology
Lease expense and depreciation
Professional fees
Other

Total research and development expenses

$

$

28,955 
3,685 
2,783 
1,002 
562 
36,987 

7.7 % $
1.0 %
0.7 %
0.3 %
0.1 %
9.8 % $

29,116 
4,264 
3,555 
1,664 
524 
39,123 

7.9 % $
1.2 %
1.0 %
0.5 %
0.1 %
10.7 % $

(161)
(579)
(772)
(662)
38 
(2,136)

(0.6)%
(13.6)%
(21.7)%
(39.8)%
7.3 %

(5.5)%

34

Table of Contents

Research  and  development  expenses  decreased  by  $2.1  million,  or  5.5%,  for  the  year  ended  December  31,  2022  as  compared  to  2021.  Lease  and
depreciation expense decreased primarily due to lower rent as we reduced our office footprint. Professional fees decreased primarily due to a decrease in
consulting services. Technology expenses decreased due to decreases in various license and maintenance agreements compared to 2021.

Research and development expenses for the years ended December 31, 2021 and 2020 are as follows:

Year Ended December 31,

(In thousands)

2021

% of Revenue

2020

% of Revenue

$ Variance

% Variance

Employee costs
Technology
Lease expense and depreciation
Professional fees
Other

Total research and development expenses

$

$

29,116 
4,264 
3,555 
1,664 
524 
39,123 

7.9 % $
1.2 %
1.0 %
0.5 %
0.1 %
10.7 % $

28,512 
4,322 
3,999 
1,258 
615 
38,706 

8.0 % $
1.2 %
1.1 %
0.4 %
0.2 %
10.9 % $

604 
(58)
(444)
406 
(91)
417 

2.1 %
(1.3)%
(11.1)%
32.3 %
(14.8)%

1.1 %

Research  and  development  expenses  increased  by  $0.4  million,  or  1.1%,  for  the  year  ended  December  31,  2021  as  compared  to  2020.  Employee  costs
increased primarily due to higher stock-based compensation expense and the modification of certain employee incentive compensation.

General and Administrative

General and administrative expenses consist primarily of employee costs including salaries, benefits, stock-based compensation and other related costs, and
related  expenses  for  executive  management,  finance,  human  capital,  legal  and  other  administrative  functions,  as  well  as  professional  fees,  overhead,
including  allocated  overhead,  which  is  comprised  of  lease  expense  and  other  facilities-related  costs,  depreciation  expense  related  to  general  purpose
equipment and software, and expenses incurred for other general corporate purposes.

General and administrative expenses for the years ended December 31, 2022 and 2021 are as follows:

Year Ended December 31,

(In thousands)

2022

% of Revenue

2021

% of Revenue

$ Variance

% Variance

Employee costs
Professional fees
Technology
Lease expense and depreciation
Other

Total general and administrative expenses

$

$

31,298 
15,706 
3,379 
1,668 
9,149 
61,200 

8.3 % $
4.2 %
0.9 %
0.4 %
2.4 %
16.3 % $

33,571 
16,194 
2,922 
1,888 
7,161 
61,736 

9.1 % $
4.4 %
0.8 %
0.5 %
2.0 %
16.8 % $

(2,273)
(488)
457 
(220)
1,988 
(536)

(6.8)%
(3.0)%
15.6 %
(11.7)%
27.8 %

(0.9)%

General  and  administrative  expenses  decreased  by  $0.5  million,  or  0.9%,  for  the  year  ended  December  31,  2022  as  compared  to  2021.  Employee  costs
decreased primarily due to lower stock-based compensation expense as a result of various executive departures in 2022 offset by an increase in salary costs.
These decreases were partially offset by an increase in Other primarily related to change in fair value of the contingent consideration recognized as part of
the business combination described in Footnote 2, Summary of Significant Accounting Policies.

General and administrative expenses for the years ended December 31, 2021 and 2020 are as follows:

Year Ended December 31,

(In thousands)

2021

% of Revenue

2020

% of Revenue

$ Variance

% Variance

Employee costs
Professional fees
Technology
Lease expense and depreciation
Other

Total general and administrative expenses

(1)

 Calculation is not meaningful.

$

$

33,571 
16,194 
2,922 
1,888 
7,161 
61,736 

9.1 % $
4.4 %
0.8 %
0.5 %
2.0 %
16.8 % $

28,205 
12,922 
2,246 
2,114 
10,296 
55,783 

7.9 % $
3.6 %
0.6 %
0.6 %
2.9 %
15.7 % $

5,366 
3,272 
676 
(226)
(3,135)
5,953 

19.0 %
25.3 %
30.1 %
(10.7)%
(30.4)%

10.7 %

General and administrative expenses increased by $6.0 million, or 10.7%, for the year ended December 31, 2021 as compared to 2020. Employee costs
increased primarily due to higher stock-based compensation expense and the modification of certain employee incentive compensation. Professional fees
increased primarily due to increased consulting and audit fees in 2021 related to implementation support for our new ERP system. These increases were
offset by a decrease in other, primarily related to higher bad debt expense in the first half of 2020 as a result of the COVID-19 pandemic.

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Amortization of Intangible Assets

Amortization  expense  consists  of  charges  related  to  the  amortization  of  intangible  assets  associated  with  acquisitions,  primarily  our  Rentrak  merger  in
which  we  acquired  $170.3  million  of  finite-lived  intangible  assets.  Amortization  of  intangible  assets  increased  by  $2.1  million,  or  8.2%,  for  2022  as
compared to 2021 primarily due to amortization related to the customer relationships, methodologies and technology acquired as part of the Shareablee
acquisition in December 2021. Amortization of intangible assets decreased by $2.2 million, or 8.0%, for 2021 as compared to 2020 due primarily to certain
acquired software and customer relationship intangibles having reached the end of their useful lives.

Impairment of Goodwill

As of September 30, 2022, as a result of a decline in our stock price and market capitalization, among other factors, we performed an interim impairment
review of our goodwill in conjunction with our October 1, 2022 annual testing date. Our reporting unit did not pass the goodwill impairment test, and as a
result we recorded a $46.3 million non-cash impairment charge.

For further information refer to Footnote 10, Goodwill and Intangible Assets and Item 7, Critical Accounting Estimates.

Restructuring

We  incurred  restructuring  expenses  of  $5.8  million  for  the  year  ended  December  31,  2022,  related  to  the  implementation  of  a  restructuring  plan  that
included  a  workforce  reduction.  Certain  other  initiatives  are  expected  to  be  completed  as  part  of  the  restructuring  plan,  as  described  in  Footnote  15,
Organizational Restructuring. No restructuring expenses were incurred during 2021 or 2020.

Impairment of Right-of-use and Long-lived Assets

In 2020, we recorded a $4.7 million impairment charge related to our facility lease right-of-use assets and associated leasehold improvements for certain
properties  on  the  market  for  sublease.  The  impairment  charge  was  driven  by  changes  in  our  projected  undiscounted  cash  flows  for  certain  properties,
primarily as a result of changes in the real estate market related to the COVID-19 pandemic, that led to an increase in the estimated marketing time and a
reduction of expected receipts.

Loss on Extinguishment of Debt

Loss on extinguishment of debt represents the difference between the carrying value of our debt instruments and any consideration paid to our creditors in
the form of cash or shares of our Common Stock on the extinguishment date.

In 2021, we recorded a $9.6 million loss on debt extinguishment related to the payoff of our senior secured convertible notes issues to Starboard Value LP
(the "Notes") and a subsidiary-issued secured promissory note (the "Secured Term Note") on March 10, 2021. The primary drivers of the extinguishment
loss were the write-off of unamortized deferred financing costs and issuance discounts, the issuance of additional shares of Common Stock in connection
with the extinguishment, and the derecognition of the interest rate reset derivative liability on the Notes. These components are described in Footnote 6,
Debt.

Interest Expense, Net

Interest  expense,  net  consists  of  interest  income  and  interest  expense.  Interest  income  primarily  consists  of  interest  earned  from  our  cash  and  cash
equivalent balances. Interest expense relates to interest on our Notes, Secured Term Note, Revolving Credit Agreement, sale-leaseback agreement, and our
finance leases.

Interest expense, net, decreased $6.9 million during 2022 to $0.9 million as compared to $7.8 million in 2021. The decrease in interest expense for the year
ended  December  31,  2022  as  compared  to  2021  was  primarily  due  to  the  extinguishment  of  the  Notes  and  the  Secured  Term  Note  in  March  2021,  as
described in Footnote 6, Debt.

Interest  expense,  net,  decreased  to  $7.8  million  in  2021  as  compared  to  $35.8  million  in  2020.  Interest  expense  decreased  in  2021  primarily  due  to  the
extinguishment of the Notes and the Secured Term Note in March 2021.

Refer to Footnote 6, Debt for information on our debt and related extinguishments.

Other Income (Expense), Net

Other income (expense), net represents income and expenses incurred that are generally not recurring in nature or are not part of our normal operations.

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Table of Contents

The following is a summary of other income (expense), net:

(In thousands)

Change in fair value of financing derivatives
Change in fair value of warrants liability
Other

Total other income (expense), net

Years Ended December 31,

2022

2021

2020

$

$

—  $

9,802 
(17)
9,785  $

1,800  $
(7,689)
111 
(5,778) $

10,287 
4,894 
(627)
14,554 

Total  other  income,  net  for  the  year  ended  December  31,  2022  was  $9.8  million  as  compared  to  total  other  expense,  net  of  $5.8  million  in  2021.  The
increase in other income, net was primarily driven by gains from the change in fair value of warrants liability due to a decrease in the trading price of our
Common  Stock  during  the  year.  This  compared  to  other  expense,  net  for  2021  due  to  the  loss  on  the  warrants  liability  resulting  from  an  exercise  price
adjustment described in Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity, and an increase in the trading price of our Common
Stock during 2021.

Total other expense, net for the year ended December 31, 2021 was $5.8 million as compared to total other income, net of $14.6 million in 2020. The shift
from other income, net was largely driven by a loss from the change in the fair value of our warrants liability and lower gains from the change in fair value
of  our  financing  derivatives.  The  loss  on  the  warrants  liability  for  2021  was  due  primarily  to  the  exercise  price  adjustment  described  in  Footnote  5,
Convertible Redeemable Preferred Stock and Stockholders' Equity, and an increase in the trading price of our Common Stock during 2021. The gain on the
financing derivatives was primarily due to the passage of time as our remaining future interest obligations declined over the term of the Notes prior to their
extinguishment in March 2021.

Gain (Loss) from Foreign Currency Transactions

Our  foreign  currency  transactions  are  recorded  as  a  result  of  fluctuations  in  the  exchange  rate  between  the  transactional  currency  and  the  functional
currency of foreign subsidiary transactions.

For the year ended December 31, 2022, the gain from foreign currency transactions was $1.2 million. The gain was primarily driven by fluctuations in the
Euro and Chilean Peso against the U.S. Dollar and U.S. Dollar against the Canadian Dollar and Argentine Peso.

For the year ended December 31, 2021, the gain from foreign currency transactions was $2.9 million. The gain was primarily driven by fluctuations in the
Euro and Chilean Peso against the U.S. Dollar and Chilean Peso against the Euro.

For the year ended December 31, 2020, the loss from foreign currency transactions was $4.5 million. The loss was primarily driven by fluctuations in the
Chilean Peso against both the U.S. Dollar and Brazilian Real and the U.S. Dollar against the Euro.

Income Tax Provision

A valuation allowance has been established against our net U.S. federal and state deferred tax assets, and certain foreign deferred tax assets, including net
operating  loss  carryforwards.  As  a  result,  our  income  tax  position  is  primarily  related  to  foreign  tax  activity  and  U.S.  deferred  taxes  for  tax  deductible
goodwill and other indefinite-lived liabilities.

During the years ended December 31, 2022, 2021, and 2020, we recorded an income tax provision of $1.7 million, $0.9 million, and $0.9 million, resulting
in an effective tax rate of 2.7%, 1.7%, and 1.9%, respectively. These effective tax rates differ from the U.S. federal statutory rate primarily due to the effects
of certain permanent items, foreign tax rate differences, and increases in the valuation allowance against our domestic deferred tax assets.

Included within tax expense for the year ended December 31, 2022 is income tax benefit of $2.6 million for permanent differences in the book and tax
treatment of nontaxable gain on fair market value adjustment of stock warrants, offset by certain nondeductible stock-based compensation and executive
compensation.  Also  included  in  the  total  tax  expense  is  an  income  tax  adjustment  of  $12.7  million  related  to  the  impairment  of  goodwill.  Income  tax
expense of $18.5 million has also been included for an increase in the valuation allowance recorded against our deferred tax assets to offset the tax benefit
of  our  operating  losses  in  the  U.S.  and  certain  foreign  jurisdictions.  These  tax  adjustments,  along  with  state  and  local  taxes  and  book  losses  in  foreign
jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual effective income tax
rate.

Included within tax expense for the year ended December 31, 2021 are income tax adjustments of $9.2 million for permanent differences in the book and
tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, nondeductible interest expense on
debt instruments and associated derivatives, and other nondeductible expenses. Also included is a favorable return to provision true-up adjustment of $8.3
million for a prior year permanent difference related to foreign earnings taxable in the U.S. as a result of a tax restructuring that occurred during 2020. Tax
expense of $16.3 million has also been included for an increase in the valuation allowance recorded against our deferred tax assets to offset the tax benefit
of our operating losses in the U.S. and certain foreign jurisdictions. This increase was offset by a tax benefit of $2.8 million for the release of a portion of
our U.S. valuation allowance as a result of the Shareablee acquisition.

Included within tax expense for the year ended December 31, 2020 are income tax adjustments of $8.9 million for permanent differences in the book and
tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, nondeductible

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Table of Contents

interest expense on debt instruments and associated derivatives, and other nondeductible expenses. Also included is an adjustment of $11.2 million for a
permanent difference related to foreign earnings taxable in the U.S. as a result of a tax restructuring that occurred during the year.

Liquidity and Capital Resources

The following table summarizes our cash flows for each of the periods identified:

(In thousands)
Net cash provided by operating activities
Net cash used in investing activities
Net cash used in financing activities
Effect of exchange rate changes on cash, cash equivalents and restricted cash
Net decrease in cash, cash equivalents and restricted cash

Overview

$

Years Ended December 31,

2022

2021

2020

34,937  $
(17,822)
(18,132)
(820)
(1,837)

9,856  $

(14,648)
(22,452)
(1,218)
(28,462)

717 
(15,555)
(2,096)
902 
(16,032)

Our principal uses of cash consist of cash paid for data, payroll and other operating expenses, including restructuring-related costs and expenses incurred in
prior periods; payments related to investments in equipment, primarily to support our consumer panels and technical infrastructure required to deliver our
products and services and support our customers; service of our debt and lease facilities; and dividend payment obligations with respect to our Preferred
Stock.

As of December 31, 2022, our principal sources of liquidity consisted of cash, cash equivalents and restricted cash totaling $20.4 million, including $0.4
million in restricted cash; cash flows from our operations; and amounts available to us under our Revolving Credit Agreement, as described below.

On June 30, 2022, we made cash dividend payments totaling $15.5 million to the holders of our Preferred Stock, representing dividends accrued for the
period  from  June  30,  2021  through  June  29,  2022.  The  next  scheduled  dividend  payment  date  for  the  Preferred  Stock  is  June  30,  2023,  and  as  of
December 31, 2022, accrued dividends for the Preferred Stock totaled $7.9 million.

On May 5, 2021, we entered into the Revolving Credit Agreement with Bank of America N.A. The Revolving Credit Agreement provides a borrowing
capacity equal to $40.0 million, which was increased from $25.0 million on February 25, 2022. As of December 31, 2022, we had outstanding borrowings
of $16.0 million and outstanding letters of credit totaling $3.4 million under the Revolving Credit Agreement, leaving a remaining borrowing capacity of
$20.6 million.

Macroeconomic Factors
During 2020 and 2021, the COVID-19 pandemic and related government mandates and restrictions had a significant impact on the media, advertising and
entertainment  industries  in  which  we  operate.  The  pandemic  also  had  an  impact  on  our  business,  including  with  respect  to  the  execution  of  new  and
renewal contracts, the impact of closed movie theaters on our customers, customer payment delays and requests to modify contractual payment terms. In
response  to  the  COVID-19  pandemic,  we  took  actions  in  2020  and  2021  to  mitigate  the  liquidity  impact,  including  freezing  hiring,  exiting  non-critical
consultants and contractors, terminating or negotiating reductions in vendor agreements and leases, and reducing certain travel, marketing, recruiting and
other corporate activities. Although we cannot quantify the impact that the pandemic may have on our business in the future, we saw positive recovery in
2022, including the reopening of theaters in most markets worldwide. At the same time, however, macroeconomic factors such as inflation, rising interest
rates, and supply chain disruptions caused some advertisers to reduce or delay advertising expenditures in the second half of 2022. These declines had a
direct impact on demand for our products, particularly those for which we recognize revenue based on impressions used. We expect that softness in the
advertising market will continue to affect our business in 2023.

Preferred Stock

On March 10, 2021, we issued 82,527,609 shares of Preferred Stock in exchange for gross cash proceeds of $204.0 million. Net proceeds from the issuance
totaled $187.9 million after deducting issuance costs. Shares of Preferred Stock are convertible into Common Stock as described in Footnote 5, Convertible
Redeemable Preferred Stock and Stockholders' Equity. As of December 31, 2022, each share of Preferred Stock was convertible into 1.038542 shares of
Common Stock, with such conversion rate scheduled to return to 1.00 upon payment of accrued dividends on June 30, 2023.

The holders of Preferred Stock are entitled to participate in all dividends declared on the Common Stock on an as-converted basis and are also entitled to a
cumulative dividend at the rate of 7.5% per annum, payable annually in arrears and subject to increase under certain specified circumstances. In addition,
such holders are entitled to request, and we must take all actions reasonably necessary to pay, a one-time special dividend on the Preferred Stock equal to
the  highest  dividend  that  our  Board  of  Directors  determines  can  be  paid  at  the  applicable  time  (or  a  lesser  amount  agreed  by  the  holders),  subject  to
additional conditions and limitations described in Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity. We may be obligated to
obtain  debt  financing  in  order  to  effectuate  the  special  dividend,  which  could  significantly  impact  our  financial  position  and  liquidity  depending  on  the
timing and scope of the dividend payment and related financing.

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Table of Contents

Moreover, this obligation could lead us to refinance or terminate the Revolving Credit Agreement prior to its maturity, due to its restrictions on our ability
to incur additional debt.

The proceeds from the Preferred Stock issuance were used to repay the Notes. In connection with the closing, we also repaid the Secured Term Note and
certain  transaction-related  expenses  with  cash  from  our  balance  sheet.  For  additional  information  on  the  Preferred  Stock  issuance  and  related  debt
extinguishments, refer to Footnote 6, Debt and Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity.

Revolving Credit Agreement

On May 5, 2021, we entered into the Revolving Credit Agreement, which matures on May 5, 2024. The Revolving Credit Agreement provides a borrowing
capacity  equal  to  $40.0  million  (increased  from  $25.0  million  on  February  25,  2022).  We  may  also  request  the  issuance  of  letters  of  credit  under  the
Revolving Credit Agreement in an aggregate amount up to $5.0 million, which reduces the amount of available borrowings by the amount of such issued
and outstanding letters of credit.

On February 25, 2022, we entered into an amendment to the Revolving Credit Agreement to expand our aggregate borrowing capacity from $25.0 million
to $40.0 million. The 2022 amendment also replaced the previous Eurodollar Rate (as defined in the Revolving Credit Agreement) with a SOFR-based
interest rate and modified the Applicable Rate definition in the Revolving Credit Agreement to increase the Applicable Rate payable on SOFR-based loans
to 2.50%. On February 24, 2023, we entered into an additional amendment to the Revolving Credit Agreement that further increased the Applicable Rate
payable on SOFR-based loans to 3.50%.

The amount we are able to borrow under the Revolving Credit Agreement is subject to compliance with the financial covenants, satisfaction of various
conditions  precedent  to  borrowing  and  other  provisions  of  the  Revolving  Credit  Agreement.  Notably,  the  Revolving  Credit  Agreement  (as  amended)
contains  financial  covenants  that  require  us  to  maintain  a  minimum  Consolidated  Asset  Coverage  Ratio  and  minimum  Liquidity  through  maturity,
minimum Consolidated EBITDA for periods through December 31, 2023, and a minimum Consolidated Fixed Charge Coverage Ratio for periods after
December 31, 2023 (each term as defined in the Revolving Credit Agreement). As of December 31, 2022, we were in compliance with our covenants under
the Revolving Credit Agreement, and based on our current plans, we do not anticipate a breach of these covenants that would result in an event of default
under the Revolving Credit Agreement.

As  of  December  31,  2022,  we  had  outstanding  borrowings  of  $16.0  million  and  outstanding  letters  of  credit  totaling  $3.4  million  under  the  Revolving
Credit  Agreement,  leaving  a  remaining  borrowing  capacity  of  $20.6  million.  The  borrowed  funds  were  used  to  reduce  our  accounts  payable  balances,
primarily related to expenses incurred in prior periods, and support our working capital position. While we continue to take steps to reduce our outstanding
trade  payables  and  improve  our  working  capital  position,  our  liquidity  could  be  negatively  affected  if  we  are  unable  to  generate  sufficient  cash  from
operations to satisfy outstanding payables and meet our other financial obligations as they come due. Our liquidity could also be negatively affected if we
are unable to repay or refinance our outstanding borrowings under the Revolving Credit Agreement upon its maturity in 2024.

For additional information on the Revolving Credit Agreement, refer to Footnote 6, Debt.

Sale of Common Stock and Warrants

On June 23, 2019, we entered into a Securities Purchase Agreement with CVI Investments, Inc. ("CVI") pursuant to which we sold to CVI for aggregate
gross proceeds of $20.0 million (i) 2,728,513 shares of Common Stock and (ii) Series A Warrants, Series B-1 Warrants, Series B-2 Warrants and Series C
Warrants to initially purchase up to 11,654,033 shares of Common Stock (the "Private Placement"). On October 14, 2019, we issued 2,728,513 shares of
Common  Stock  to  CVI  upon  exercise  by  CVI  of  the  Series  C  Warrants.  As  a  result  of  this  exercise,  the  number  of  shares  issuable  under  our  Series  A
Warrants  was  increased  by  2,728,513.  On  January  29,  2020,  the  Series  B-1  Warrants  expired  unexercised.  On  August  3,  2020,  the  Series  B-2  Warrants
expired unexercised.

For  additional  information  on  the  Private  Placement  and  the  2021  adjustment  to  the  exercise  price  of  our  Series  A  Warrants  in  connection  with  the
Preferred  Stock  issuance  (which  adjustment  could  reduce  the  cash  proceeds  we  receive  upon  exercise  of  the  Series  A  Warrants),  refer  to  Footnote  5,
Convertible Redeemable Preferred Stock and Stockholders' Equity.

Restricted Cash

Restricted  cash  represents  security  deposits  for  subleased  office  space.  As  of  December  31,  2022  and  2021,  we  had  $0.4  million  of  restricted  cash.
Repayment of the Secured Term Note in 2021 resulted in the termination of the collateralization requirement thereunder, and no cash was restricted relating
to  the  Secured  Term  Note  as  of  December  31,  2022.  We  also  transferred  outstanding  letters  of  credit  totaling  $3.4  million  under  the  Revolving  Credit
Agreement, which further reduced our restricted cash balance as this facility does not require letters of credit to be cash collateralized.

Operating Activities

Our primary source of cash provided by operating activities is revenues generated from sales of our products and services. Our primary uses of cash from
operating activities include personnel costs and costs related to data and infrastructure used to develop and maintain our products and services.

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Cash provided by operating activities is calculated by adjusting our net loss for changes in working capital, as well as by excluding non-cash items such as:
depreciation,  non-cash  operating  lease  expense,  amortization  expense  of  finance  leases  and  intangible  assets,  impairment  of  right-of-use  assets  and
goodwill, stock-based compensation, deferred tax provision, change in the fair value of financing derivatives, warrants liability and equity securities, loss
on extinguishment of debt, non-cash interest expense on the Notes, accretion of debt discount, and amortization of deferred financing costs.

Net cash provided by operating activities in 2022 was $34.9 million compared to $9.9 million in 2021. The increase in cash provided by operating activities
was primarily reflective of higher revenues, shorter billing cycles, and improved cash collections during 2022 as compared to 2021. These increases were
partially offset by payments of $4.6 million related to our organizational restructuring during 2022.

Net cash provided by operating activities in 2021 was $9.9 million compared to $0.7 million in 2020. The increase in cash provided by operating activities
was primarily attributable to a decrease in the cash interest paid on the Notes in 2021 of $21.4 million compared to 2020 (interest of $10.8 million on the
Notes was paid in shares of Common Stock in 2021). Offsetting the reduction in cash interest paid was a net decrease in operating assets and liabilities of
$23.8 million for 2021 compared to $20.3 million for 2020. The decrease in operating assets and liabilities was primarily due to decreases in our accounts
payable and accrued expense balances in 2021 as we paid invoices related to expenses incurred in prior periods.

Investing Activities

Cash  used  in  investing  activities  primarily  consists  of  payments  related  to  capitalized  internal-use  software  costs,  purchases  of  computer  and  network
equipment to support our technical infrastructure, and furniture and equipment. The extent of these investments will be affected by our ability to expand
relationships with existing customers, grow our customer base and introduce new digital formats, as well as constraints on cash expenditures due to our
financial position and the current economic environment.

Net cash used in investing activities in 2022 was $17.8 million compared to $14.6 million in 2021. The increase in cash used in investing activities was
primarily due to an increase in cash paid for capitalized internally developed software offset by cash acquired from our 2021 acquisition of Shareablee.

Net cash used in investing activities in 2021 was $14.6 million compared to $15.6 million in 2020. The decrease in cash used in investing activities was
primarily due to net cash received as part of the Shareablee acquisition in 2021.

Financing Activities

Net cash used in financing activities in 2022 was $18.1 million compared to $22.5 million in 2021. The decrease in cash used for financing activities was
primarily  due  to  repayment  of  the  Notes  and  the  Secured  Term  Note  in  2021,  which  outflows  were  partially  offset  by  cash  proceeds  received  from  the
issuance of the Preferred Stock (net of related transaction costs) in the same year. These decreases were partially offset by a net increase of $10.8 million in
cash dividends paid to holders of the Preferred Stock in 2022, reflecting a full annual dividend period, as compared to 2021, which included only a partial
dividend period.

Net cash used in financing activities in 2021 was $22.5 million compared to $2.1 million in 2020. The increase in cash used in financing activities was
primarily due to the repayment of the Notes and the Secured Term Note and payment of $4.8 million in cash dividends to the holders of the Preferred Stock
in  2021.  These  increases  in  cash  used  were  partially  offset  by  cash  proceeds  of  $204.0  million  from  the  issuance  of  the  Preferred  Stock  (net  of  $16.1
million in related transaction costs) and cash proceeds of $16.0 million from borrowing under the Revolving Credit Agreement.

Contractual Payment Obligations

We have certain long-term contractual arrangements that have fixed and determinable payment obligations including unconditional purchase obligations
with MVPDs and connected (Smart) TV data providers, operating and financing leases, and data storage and bandwidth arrangements.

We  have  data  licensing  agreements  with  a  number  of  MVPDs  and  other  providers  for  set-top  box  and  connected  TV  data.  These  agreements  have
remaining  terms  from  one  to  eight  years.  As  of  December  31,  2022,  the  total  fixed  payment  obligations  related  to  set-top  box  and  connected  TV  data
agreements are $299.7 million and $8.3 million, respectively. In addition, we expect to make variable payments related to a set-top box data agreement
totaling an estimated $8.8 million by the end of 2023.

We have both operating and financing leases related to corporate office space and equipment. Our leases have remaining terms from one to five years. As
of December 31, 2022, the total fixed payment obligation related to these agreements is $50.0 million.

We have an agreement for cloud-based data storage and bandwidth to help process and store our data. The remaining term for this agreement is one year.
As of December 31, 2022, the total fixed payment obligation related to this agreement is $9.6 million.

Future Capital Requirements

Our  ability  to  generate  cash  is  subject  to  our  performance,  general  economic  conditions,  industry  trends  and  other  factors,  including  the  timing  of  cash
collections from our customers, data costs and other trade payables, service of our debt and lease facilities and dividend payment obligations, and expenses
from ongoing compliance efforts and legal matters. To the extent that our existing cash, cash equivalents and

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operating  cash  flow,  together  with  savings  from  repayment  of  the  Notes  and  Secured  Term  Note  and  cost-reduction  initiatives  undertaken  by  our
management, are insufficient to fund our future activities and requirements, we may need to raise additional funds through public or private equity or debt
financing. We may also be required to raise additional funds in order to repay our Revolving Credit Agreement upon maturity or pay a special dividend to
holders of our Preferred Stock, as described above. Our history of net losses, as well as disruption and volatility in global capital and credit markets, could
impact our ability to access capital resources on terms acceptable to us or at all. If we issue additional equity securities in order to raise additional funds,
pay dividends or for other purposes, further dilution to existing stockholders may occur.

Critical Accounting Estimates

Our  discussion  and  analysis  of  our  financial  condition  and  results  of  operations  are  based  on  our  Consolidated  Financial  Statements,  which  have  been
prepared in accordance with generally accepted accounting principles in the U.S. ("GAAP"). The preparation of these financial statements requires us to
make  estimates,  assumptions  and  judgments  that  affect  the  amounts  reported  in  our  Consolidated  Financial  Statements  and  the  accompanying  Notes  to
Consolidated Financial Statements. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under
the circumstances.

The accounting estimates and assumptions discussed in this section are those that we consider to be the most critical to an understanding of our financial
condition  and  results  of  operations  because  they  involve  significant  judgments  and  uncertainties.  Actual  results  in  these  areas  could  differ  from
management's  estimates.  Refer  to  Footnote  2,  Summary  of  Significant  Accounting  Policies  for  further  information  on  our  most  significant  accounting
policies.

Revenue Recognition

We recognize revenue under the core principle of depicting the transfer of promised goods and services to our customers in an amount that reflects the
consideration  to  which  we  expect  to  be  entitled.  Significant  judgments  used  in  the  determination  of  the  amount  and  timing  of  our  revenue  recognition
include the identification of distinct performance obligations and the allocation of contract consideration among individual performance obligations based
on their relative standalone selling price ("SSP").

Performance obligations are identified by evaluating whether the promised goods and services are capable of being distinct and distinct within the context
of  the  contract.  We  have  a  limited  number  of  monetary  contracts  with  MVPDs  that  involve  both  the  purchase  and  sale  of  services  with  a  single
counterparty. Each contract is assessed to determine if the goods and services exchanged between the two parties represent distinct performance obligations
which  can  entail  significant  judgment.  The  conclusion  regarding  whether  goods  and  services  exchanged  are  distinct  determines  whether  consideration
received from the counterparty is recognized as revenues (up to the SSP of the distinct goods or services), or as a reduction to the purchase price of the
goods or services recorded in our cost of revenues.

The transaction price is allocated to each performance obligation based on its relative SSP. In most sales contracts, we bundle multiple products and very
few  are  sold  on  a  standalone  basis.  As  a  result,  our  SSP  is  not  directly  observable  and  we  have  to  develop  internal  estimates  using  information  that  is
reasonably  available  to  us.  Our  SSP  is  primarily  developed  using  an  adjusted  market  approach  supported  by  rate  cards  and  pricing  calculators  that  are
periodically  reviewed  and  updated  to  reflect  the  best  available  information.  Bundled  arrangements  may  include  a  combination  of  distinct  goods  and
services where some are satisfied over time and others are satisfied at a point in time. Changes to the SSP will impact the amount of consideration allocated
to  each  performance  obligation,  which  could  have  an  impact  on  the  timing  and  amount  of  revenues  recognized  in  future  periods  as  our  performance
obligations are satisfied. The determination of SSP also impacts the amount of revenues we can recognize in transactions where consideration is exchanged
with counterparties as described above.

Goodwill

The  valuation  of  goodwill  involves  the  use  of  management's  estimates  and  assumptions  and  can  have  a  significant  impact  on  future  operating  results.
Goodwill is not amortized but is evaluated for impairment at least annually, as of October 1, by comparing the fair value of a reporting unit to its carrying
value including goodwill recorded by the reporting unit.

We  have  one  reporting  unit.  As  such,  we  perform  the  impairment  assessment  for  goodwill  at  the  enterprise  level.  Goodwill  is  reviewed  for  possible
impairment between annual tests if an event occurs or circumstances change that would more likely than not reduce the fair value of the reporting unit
below the carrying value. In assessing the possibility that our reporting unit's fair value has been reduced below its carrying value due to the occurrence of
events or circumstances between annual impairment testing dates, we consider all available evidence including, but not limited to: (i) the results of our
impairment testing from the most recent testing date (in particular, the magnitude of the excess of fair value over carrying value observed), (ii) downward
revisions to internal forecasts, if any, (iii) declines in market capitalization below book value (and the magnitude and duration of those declines), if any, and
(iv) changes in general industry, market and macroeconomic conditions.

We determine the fair value of our reporting unit using a combination of the income and market approaches. The results from each of these approaches are
weighted appropriately taking into account the relevance and availability of data at the time we perform the valuation.

Under the income approach, the fair value is determined using a discounted cash flow model based on projected financial performance and discount rates
that  take  into  account  an  appropriate  risk-adjusted  return.  The  discounted  cash  flow  model  requires  the  use  of  various  assumptions  in  developing  the
present value of projected cash flows, the following of which are significant to our analysis:

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Projected  financial  performance:  expected  future  cash  flows  and  growth  rates  are  based  upon  assumptions  of  our  future  revenue  growth  and
operating costs. Actual results of operations and cash flows will likely differ from those utilized in our discounted cash flow analysis, and it is
possible that those differences could be material.

Long-term growth rate: the long-term growth rate represents the rate at which our single reporting unit's earnings are expected to grow or losses to
decrease.  Our  assumed  long-term  growth  rate  was  based  on  projected  long-term  inflation  and  gross  domestic  product  growth  estimates  for  the
countries in which we operate and a long-term growth estimate for our business and the industry in which we operate. The long-term growth rate
selected for the 2022, 2021 and 2020 annual impairment analyses was 3.0%.

Discount rate: our reporting unit's future cash flows are discounted at a rate that is consistent with our average weighted cost of capital that is
likely to be utilized by market participants. The weighted-average cost of capital is our estimate of the overall returns required by both debt and
equity investors, weighted by their respective contributions of capital. We use discount rates that are commensurate with the risks and uncertainty
inherent in our business and in our internally-developed forecasts. The discount rates selected for the 2022, 2021 and 2020 annual impairment
analyses  were  27.0%,  19.0%  and  13.5%,  respectively.  Our  selected  discount  rate  was  higher  in  2022  primarily  due  to  the  increase  in  risk-free
interest rates, cost of debt, unlevered beta assumptions, and company-specific risk premium ("CSRP"). The increase in CSRP was related to the
utilization of higher growth rates in earnings before interest, taxes, depreciation, and amortization.

Under the market approach, the fair value is determined using certain financial metrics of publicly traded companies or historically completed transactions
of comparable businesses. The selection of comparable businesses requires judgment and is based on the markets in which we operate giving consideration
to, amongst other things, risk profiles, size and geography. The market approach may also be limited in instances where there is a lack of recently executed
transactions  of  comparable  businesses.  We  determine  fair  value  primarily  based  on  selected  market  multiples  based  on  current  and  projected  revenues
compared to business enterprise value, with an estimated control premium as applicable.

As of September 30, 2022, we concluded that it was more likely than not that the estimated fair value of our reporting unit was less than its carrying value.
In  our  assessment,  we  considered  the  decline  in  our  stock  price  and  market  capitalization  among  other  factors.  We  performed  a  quantitative  goodwill
impairment test in conjunction with the annual test using a discounted cash flow model, supported by a market approach. Our reporting unit did not pass
the goodwill impairment test, and as a result we recorded a $46.3 million non-cash impairment charge.

Goodwill allocated to our single reporting unit as of December 31, 2022 was $388.0 million, including $19.2 million initially attributable to our acquisition
of  Shareablee  in  2021.  The  projected  long-term  cash  flows  used  in  our  fair  value  estimate  are  consistent  with  our  most  recent  operating  plan  and  are
dependent on the successful execution of our business plan, overall industry growth rates and the competitive environment.

We monitor for events and circumstances that could negatively impact the key assumptions in determining the fair value of our goodwill, including long-
term growth projections, profitability, discount rates, volatility in our market capitalization, and general industry, market and macroeconomic conditions.
The judgments and estimates described above could change in future periods. If the reporting unit's future performance falls below our expectations, or if
there are negative revisions to our fair value assumptions, including those that are significant and discussed above, we may need to record a material, non-
cash goodwill impairment charge in a future period.

ITEM 7A. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

Market  risk  represents  the  risk  of  loss  that  may  impact  our  financial  position  due  to  adverse  changes  in  financial  market  prices  and  rates.  As  of
December  31,  2022,  we  have  outstanding  warrants  that  are  subject  to  market  risk.  We  also  have  interest  rate  risk  for  amounts  outstanding  under  our
Revolving Credit Agreement, and foreign currency exchange rate risk from our global operations.

Interest rate risk

As of December 31, 2022, our borrowings, including letters of credit, under the Revolving Credit Agreement bore interest at a variable rate per annum
equal  to  the  Daily  SOFR  (as  defined  in  the  Revolving  Credit  Agreement)  plus  an  applicable  rate  of  2.50%.  On  February  24,  2023,  our  interest  rate
increased to a variable rate per annum equal to the Daily SOFR plus an applicable rate of 3.50%.

As  a  result,  we  are  subject  to  interest  rate  risk  based  on  the  Daily  SOFR,  and  our  interest  obligation  on  outstanding  borrowings  will  fluctuate  with
movements in the Daily SOFR. We are permitted to repay any amounts borrowed under the Revolving Credit Agreement prior to the maturity date without
any premium or penalty other than customary breakage costs.

As of December 31, 2022, our exposure to interest rate risk calculated using the Daily SOFR was not material.

Warrants liability financial instrument risk

As  a  result  of  having  $0.7  million  in  liability  related  to  outstanding  warrants  as  of  December  31,  2022,  which  warrants  are  exercisable  for  shares  of
Common  Stock  under  certain  conditions,  we  are  subject  to  market  risk.  The  value  of  the  warrants  is  impacted  by  changes  in  the  market  price  of  our
Common Stock.

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As of December 31, 2022, a 10% increase in the market price of our Common Stock would result in a $0.2 million increase in the fair value of the Series A
Warrants, while a 10% decrease in the market price of our Common Stock would result in a $0.2 million decrease in fair value of the Series A Warrants.

For further information on our outstanding warrants, refer to Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity.

Foreign currency risk

We  operate  globally,  and  we  predominantly  generate  revenues  and  expenses  in  local  currencies.  We  operate  in  several  countries  in  Europe,  as  well  as
countries  throughout  South  America  and  Asia  Pacific.  As  such,  we  have  exposure  to  adverse  changes  in  exchange  rates  associated  with  revenues  and
operating expenses of our foreign operations. We have not engaged in any transactions that hedge foreign currency exchange rate risk.

There can be no guarantee that exchange rates will remain constant in future periods. In addition to the impact from the U.S. Dollar to Euro exchange rate
movements, we are also impacted by the movements in the exchange rates between the U.S. Dollar and various South American, Asia Pacific and other
European currencies. We performed a sensitivity analysis, assuming a 10% decrease or increase in the value of foreign currencies in which we operate. We
determined that a 10% decrease in value would have resulted in a decrease to our net loss of approximately $9.6 million and a 10% increase in value would
have resulted in an increase to our net loss of approximately $5.2 million for the year ended December 31, 2022.

As of December 31, 2022, of our total $20.4 million in cash and cash equivalents, including restricted cash, $10.6 million was held by foreign subsidiaries.
Of this amount, we believe $3.3 million could be subject to income tax withholding of 5% to 15% if the funds were repatriated to the U.S.

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ITEM 8.

FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA

INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

comScore, Inc. Consolidated Financial Statements
REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
CONSOLIDATED BALANCE SHEETS
CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE LOSS
CONSOLIDATED STATEMENT OF CHANGES IN CONVERTIBLE REDEEMABLE PREFERRED STOCK AND STOCKHOLDERS' EQUITY
CONSOLIDATED STATEMENTS OF CASH FLOWS
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Page

45
48
49
50
51
53

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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the stockholders and the Board of Directors of comScore, Inc.

Opinion on the Financial Statements

We have audited the accompanying consolidated balance sheets of comScore, Inc. and subsidiaries (the "Company") as of December 31, 2022 and 2021,
the related consolidated statements of operations and comprehensive loss, convertible redeemable preferred stock and stockholders' equity, and cash flows,
for  each  of  the  three  years  in  the  period  ended  December  31,  2022,  and  the  related  notes  (collectively  referred  to  as  the  "financial  statements").  In  our
opinion, the financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2022 and 2021, and the
results of its operations and its cash flows for each of the three years in the period ended December 31, 2022, in conformity with accounting principles
generally accepted in the United States of America.

We have also audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) ("PCAOB"), the Company's
internal control over financial reporting as of December 31, 2022, based on criteria established in Internal Control – Integrated Framework (2013) issued
by the Committee of Sponsoring Organizations of the Treadway Commission and our report dated March 1, 2023, expressed an unqualified opinion on the
Company's internal control over financial reporting.

Basis for Opinion

These financial statements are the responsibility of the Company's management. Our responsibility is to express an opinion on the Company's financial
statements  based  on  our  audits.  We  are  a  public  accounting  firm  registered  with  the  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 audit to obtain reasonable
assurance  about  whether  the  financial  statements  are  free  of  material  misstatement,  whether  due  to  error  or  fraud.  Our  audits  included  performing
procedures to assess the risks of material misstatement of the 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 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
financial statements. We believe that our audits provide a reasonable basis for our opinion.

Critical Audit Matters

The  critical  audit  matters  communicated  below  are  matters  arising  from  the  current-period  audit  of  the  financial  statements  that  were  communicated  or
required  to  be  communicated  to  the  audit  committee  and  that  (1)  relate  to  accounts  or  disclosures  that  are  material  to  the  financial  statements  and  (2)
involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion
on the financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical
audit matters or on the accounts or disclosures to which they relate.

Revenues – Certain Complex Contracts – Refer to Notes 2 and 4 to the financial statements

Critical Audit Matter Description

The Company recognizes revenue under the core principle to depict the transfer of control to its customers in an amount reflecting the consideration to
which  it  expects  to  be  entitled.  The  Company's  contracts  with  customers  may  include  multiple  promised  goods  and  services.  Contracts  with  multiple
performance obligations typically consist of a mix of subscriptions to the Company's online database, customized data services, and delivery of periodic
custom reports based on information obtained from the database. In such cases, the Company identifies performance obligations by evaluating whether the
promised goods and services are capable of being distinct and distinct within the context of the contract at contract inception. Promised goods and services
that are not distinct at contract inception are combined as one performance obligation.

Once the Company identifies the performance obligations, the Company will determine the transaction price based on contractually fixed amounts and an
estimate of variable consideration. In general, the transaction price is determined by estimating the fixed amount of consideration to which the Company is
entitled for transfer of goods and services and all relevant sources and components of variable consideration. Variable consideration is estimated based on
the most likely amount or expected value approach, depending on which method the Company expects to better predict the amount of consideration to
which it will be entitled. Once the Company elects one of the methods to estimate variable consideration for a particular type of performance obligation, the
Company will apply that method consistently. Estimates of variable consideration are subject to constraint based on expected recovery from the customer.

The Company allocates the transaction price to each performance obligation based on relative standalone selling price ("SSP"). The Company recognizes
revenue when (or as) it satisfies a performance obligation by transferring promised goods or services to a customer. Customers may obtain the control of
promised goods or services over time or at a point in time.

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Given the complexity of certain of the Company's contracts, we concluded that revenue recognition from these contracts represents a critical audit matter
because of the judgments necessary for management to identify performance obligations, determine the transaction price, allocate transaction price to the
performance obligations and recognize revenue when performance obligations are satisfied. Performing audit procedures related to revenue recognition for
these contracts required more extensive audit effort and a higher degree of auditor judgment.

How the Critical Audit Matter Was Addressed in the Audit

Our audit procedures related to evaluating the significant estimates and judgments used by management in the determination of the accounting for certain
more  complex  revenue  contracts,  including  the  identification  of  performance  obligations,  determination  of  the  transaction  price,  allocation  of  the
transaction  price  to  the  performance  obligations  and  recognition  of  revenue  when  performance  obligations  are  satisfied,  included  the  following,  among
others:

• We  tested  the  effectiveness  of  controls,  including  controls  over  the  identification  of  performance  obligations,  determination  of  the  transaction

price, allocation of the transaction price, and determination of when performance obligations are satisfied.

•

For a selection of revenue contracts identified as having more complex terms, we performed the following:

◦

◦

◦

◦

◦

Analyzed  the  contract  to  determine  if  all  arrangement  terms  that  may  have  an  impact  on  revenue  recognition  were  identified  and
independently evaluated management's accounting for the contract.

Tested  management's  identification  of  distinct  performance  obligations  by  evaluating  whether  the  underlying  goods,  services,  or  both
were capable of being distinct and distinct within the context of the contract.

Tested  the  contract  value  allocation  based  on  the  Company's  standalone  selling  price  (SSP)  through  the  performance  of  our  revenue
testing. We also evaluated the risks related to the Company's SSP determination.

Tested the timing of revenue recognition by evaluating whether revenue should be recognized over time or at a point in time, and whether
the  revenue  was  recognized  in  the  appropriate  period  by  examining  evidence  of  delivery  or  access  to  support  the  timing  of  revenue
recognition based on the product or service type.

Tested the mathematical accuracy of management's calculation of revenue.

Goodwill – Goodwill Impairment Analysis – Refer to Notes 2 and 10 to the financial statements

Critical Audit Matter Description

Goodwill  is  evaluated  for  impairment  at  least  annually,  as  of  October  1,  by  comparing  the  fair  value  of  a  reporting  unit  to  its  carrying  value  including
goodwill. The Company has a single reporting unit. Accordingly, the impairment assessment for goodwill is performed at the enterprise level. Goodwill is
reviewed for possible impairment between annual tests if an event occurs or circumstances change that would more likely than not reduce the fair value of
the reporting unit below its carrying value. The carrying value of the reporting unit is reviewed utilizing a combination of the discounted cash flow model
and  a  market  value  approach.  The  estimated  fair  value  of  a  reporting  unit  is  determined  based  on  assumptions  regarding  estimated  future  cash  flows,
discount rate, long-term growth rates and market values.

The  Company  monitors  for  events  and  circumstances  that  could  negatively  impact  the  key  assumptions  in  determining  fair  value,  including  long-term
growth rates, profitability, discount rates, volatility in the Company's market capitalization, general industry, and market and macro-economic conditions.

As  of  September  30,  2022,  the  Company  concluded  that  it  was  more  likely  than  not  that  the  estimated  fair  value  of  its  reporting  unit  was  less  than  its
carrying value. Accordingly, in conjunction with its annual test as of October 1, 2022, the Company completed its assessment, and concluded that it was
more  likely  than  not  that  the  estimated  fair  value  of  its  reporting  unit  was  less  than  its  carrying  value.  In  its  assessment,  the  Company  considered  the
decline in the Company's stock price and market capitalization among other factors. The Company performed a quantitative goodwill impairment test using
a discounted cash flow model, supported by a market approach. The Company's reporting unit did not pass the goodwill impairment test, and as a result the
Company recorded a $46.3 million non-cash impairment charge during the three months ended September 30, 2022 and year ended December 31, 2022.

We identified goodwill for the Company as a critical audit matter because of the significant judgments made by management to estimate the fair value of
the  reporting  unit,  specifically  related  to  the  selection  of  the  discount  rate  and  forecasts  of  future  revenue.  Performing  audit  procedures  to  evaluate  the
reasonableness of management's estimates and assumptions related to selection of the discount rate and forecasts of future revenue required a high degree
of auditor judgment and an increased extent of effort, including the need to involve our fair value specialists.

How the Critical Audit Matter Was Addressed in the Audit

Our audit procedures related to the forecasts of future revenue and the selection of the discount rate for the Company's goodwill impairment included the
following, among others:

• We tested the effectiveness of controls over management's goodwill impairment evaluations, including those over the forecasts of future revenue

and management's selection of the discount rate.

• We  evaluated  whether  the  internal  specialists  used  by  the  Company  to  perform  the  goodwill  valuation  analysis  had  the  necessary  competence,

capabilities, and objectivity.

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• We evaluated management's ability to accurately forecast revenue by comparing the actual results to management's historical projections.

• We sensitized management projections to determine areas of audit focus.

• We evaluated the reasonableness of management's forecasted revenue by comparing the forecasts to:

◦ Historical revenue growth.

◦ Historical industry revenue growth rates and revenue growth rates of peer group companies.

◦

◦

◦

◦

◦

Economic forecasts considering the impact of macro-economic conditions.

Internal communications to management and the Board of Directors.

Forecasted information included in analyst and industry reports for the Company and certain of its peer group.

Public information related to addressable market opportunities.

Corroborative inquiries with management regarding the projected revenue growth.

• With the assistance of our fair value specialists, we evaluated the reasonableness of the (1) valuation methodology and (2) discount rate by:

◦

Testing the source information underlying the determination of the discount rate and the mathematical accuracy of the calculation.

◦ Developing a range of independent estimates and comparing those to the discount rate selected by management.

• We evaluated the impact of changes in management's revenue forecasts from the October 1, 2022 annual measurement date to December 31, 2022.

/s/ Deloitte & Touche LLP

McLean, Virginia

March 1, 2023

We have served as the Company's auditor since 2017.

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(In thousands, except share and per share data)
Assets
Current assets:

COMSCORE, INC.
CONSOLIDATED BALANCE SHEETS

As of December 31,

2022

2021

Cash and cash equivalents
Restricted cash
Accounts receivable, net of allowances of $798 and $1,173, respectively ($1,034 and $3,606 of accounts receivable
attributable to related parties, respectively)
Prepaid expenses and other current assets

Total current assets

Property and equipment, net
Operating right-of-use assets
Deferred tax assets
Intangible assets, net
Goodwill
Other non-current assets

Total assets

Liabilities, Convertible Redeemable Preferred Stock and Stockholders' Equity
Current liabilities:

Accounts payable ($12,090 and $6,575 attributable to related parties, respectively)
Accrued expenses ($4,297 and $4,122 attributable to related parties, respectively)
Contract liabilities ($1,341 and $3,553 attributable to related parties, respectively)
Customer advances
Current operating lease liabilities
Warrants liability
Current portion of contingent consideration
Other current liabilities ($7,863 and $7,863 attributable to related parties, respectively)

Total current liabilities

Non-current operating lease liabilities
Non-current portion of accrued data costs ($15,471 and $7,843 attributable to related parties, respectively)
Revolving line of credit
Deferred tax liabilities
Other non-current liabilities ($159 and $1,582 attributable to related parties, respectively)

Total liabilities

Commitments and contingencies
Convertible redeemable preferred stock, $0.001 par value; 82,527,609 shares authorized, issued and outstanding as of
December 31, 2022 and 2021; aggregate liquidation preference of $211,863 as of December 31, 2022 and 2021 (related parties)
Stockholders' equity:

Preferred stock, $0.001 par value; 7,472,391 shares authorized as of December 31, 2022 and 2021; no shares issued or
outstanding as of December 31, 2022 or 2021
Common stock, $0.001 par value; 275,000,000 shares authorized as of December 31, 2022 and 2021; 98,869,738 shares
issued and 92,104,942 shares outstanding as of December 31, 2022, and 97,172,086 shares issued and 90,407,290 shares
outstanding as of December 31, 2021
Additional paid-in capital
Accumulated other comprehensive loss
Accumulated deficit
Treasury stock, at cost, 6,764,796 shares as of December 31, 2022 and 2021

Total stockholders' equity

Total liabilities, convertible redeemable preferred stock and stockholders' equity

See accompanying Notes to Consolidated Financial Statements.

48

$

$

$

$

20,044  $
398 

68,457 
15,922 
104,821 
36,367 
23,864 
3,351 
13,327 
387,973 
10,883 
580,586  $

29,090  $
43,393 
52,944 
11,527 
7,639 
718 
7,134 
12,646 
165,091 
29,588 
25,106 
16,000 
2,127 
10,627 
248,539 

21,854 
425 

72,059 
14,769 
109,107 
36,451 
29,186 
2,811 
39,945 
435,711 
10,263 
663,474 

23,575 
45,264 
54,011 
11,613 
7,538 
10,520 
1,037 
11,813 
165,371 
36,055 
16,005 
16,000 
2,103 
16,879 
252,413 

187,885 

187,885 

— 

— 

92 
1,690,783 
(15,940)
(1,300,789)
(229,984)
144,162 
580,586  $

90 
1,683,883 
(12,098)
(1,218,715)
(229,984)
223,176 
663,474 

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CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE LOSS

COMSCORE, INC.

(In thousands, except share and per share data)

Revenues 

(2)

Years Ended December 31,

2022

2021

2020

$

376,423  $

367,013  $

356,036 

(1) (2) (3)

(1) (3)

(1) (3)

(1) (3)

Cost of revenues 
Selling and marketing 
Research and development 
General and administrative 
Amortization of intangible assets
Impairment of goodwill
Restructuring
Impairment of right-of-use and long-lived assets
Total expenses from operations
Loss from operations
Loss on extinguishment of debt 
Interest expense, net 
Other income (expense), net
Gain (loss) from foreign currency transactions
Loss before income taxes
Income tax provision

(2)

(2)

Net loss
Net loss available to common stockholders
Net loss
Convertible redeemable preferred stock dividends 

(2)

Total net loss available to common stockholders
Net loss per common share:

Basic and diluted

Weighted-average number of shares used in per share calculation - Common Stock:

Basic and diluted
Comprehensive loss:
Net loss
Other comprehensive (loss) income:

Foreign currency cumulative translation adjustment

Total comprehensive loss

205,294 
68,453 
36,987 
61,200 
27,096 
46,300 
5,810 
156 
451,296 
(74,873)
— 
(915)
9,785 
1,166 
(64,837)
(1,724)
(66,561) $

(66,561) $
(15,513)
(82,074) $

203,044 
66,937 
39,123 
61,736 
25,038 
— 
— 
— 
395,878 
(28,865)
(9,629)
(7,801)
(5,778)
2,895 
(49,178)
(859)
(50,037) $

(50,037) $
(12,623)
(62,660) $

180,712 
70,220 
38,706 
55,783 
27,219 
— 
— 
4,671 
377,311 
(21,275)
— 
(35,805)
14,554 
(4,490)
(47,016)
(902)
(47,918)

(47,918)
— 
(47,918)

(0.89) $

(0.78) $

(0.67)

92,683,564 

80,802,053 

71,181,496 

(66,561) $

(50,037) $

(47,918)

(3,842)
(70,403) $

(5,068)
(55,105) $

5,303 
(42,615)

$

$

$

$

$

$

(1)

(2)

 Excludes amortization of intangible assets, which is presented separately in the Consolidated Statements of Operations and Comprehensive Loss.
 Transactions with related parties are included in the line items above as follows (refer to Footnote 14, Related Party Transactions, for further information):

Revenues
Cost of revenues
Interest expense, net
Loss on extinguishment of debt
Convertible redeemable preferred stock dividends

(3)

 Stock-based compensation expense is included in the line items above as follows:

Cost of revenues
Selling and marketing
Research and development
General and administrative

Total stock-based compensation expense

Years Ended December 31,

2022

2021

2020

14,934  $
26,971 
— 
— 
(15,513)

16,285  $
34,534 
(4,692)
(9,608)
(12,623)

13,314 
10,094 
(24,480)
— 
— 

Years Ended December 31,

2022

2021

2020

1,144  $
1,021 
827 
5,186 
8,178  $

1,603  $
1,791 
1,079 
9,375 
13,848  $

1,288 
2,226 
886 
5,673 
10,073 

$

$

$

See accompanying Notes to Consolidated Financial Statements.
49

 
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COMSCORE, INC.
CONSOLIDATED STATEMENT OF CHANGES IN CONVERTIBLE REDEEMABLE PREFERRED STOCK AND STOCKHOLDERS'
EQUITY

(In thousands, except share data)

Shares

Amount

Shares

Amount

Convertible Redeemable
Preferred Stock

Common Stock

Additional
Paid-In
Capital

Accumulated
Other
Comprehensive
Loss

Accumulated
Deficit

Treasury
stock, at
cost

Total
Stockholders'
Equity

Balance as of December 31, 2019

Net loss
Foreign currency translation adjustment
Exercise of Common Stock options, net
Interest paid in Common Stock 
Restricted stock units distributed
Payments for taxes related to net share
settlement of equity awards
Amortization of stock-based compensation

(1)

Balance as of December 31, 2020

(1)

Net loss
Convertible redeemable preferred stock,
net of issuance costs 
Fair value of Common Stock issued in
connection with acquisition
Conversion shares issued as
extinguishment cost on senior secured
(1)
convertible notes 
Interest paid in Common Stock 
Convertible redeemable preferred stock
dividends 
Restricted stock units distributed
Foreign currency translation adjustment
Payments for taxes related to net share
settlement of equity awards
Amortization of stock-based compensation

(1)

(1)

Balance as of December 31, 2021

(1)

Net loss
Convertible redeemable preferred stock
dividends 
Restricted stock units distributed
Exercise of Common Stock options, net
Payments for taxes related to net share
settlement of equity awards
Amortization of stock-based compensation
Other
Foreign currency translation adjustment

Balance as of December 31, 2022

—  $
— 
— 
— 
— 
— 

— 
— 
—  $
— 

— 
— 
— 
— 
— 
— 

— 
— 
— 
— 

82,527,609 

187,885 

70,065,130  $

— 
— 
75,000 
1,474,201 
1,363,152 

(38,937)
— 

72,938,546  $

— 

— 

— 

— 
— 

— 
— 
— 

— 

7,945,519 

— 
— 

— 
— 
— 

3,150,000 
4,165,781 

— 
2,362,963 
— 

(155,519)
— 

90,407,290  $

— 

— 
— 

— 
— 
82,527,609  $ 187,885 
— 

— 

70  $1,609,358  $
— 
— 
— 
2 
1 

— 
— 
143 
3,058 
3,064 

(12,333) $(1,108,137) $ (229,984) $
(47,918)
— 
— 
— 
— 

— 
5,303 
— 
— 
— 

— 
— 
— 
— 
— 

(117)
6,480 

— 
— 
73  $1,621,986  $
— 

— 

— 

— 

8 

3 
4 

— 
2 
— 

25,766 

9,605 
10,808 

— 
7,117 
— 

(522)
9,123 

— 
— 
90  $1,683,883  $
— 

— 

— 
— 

— 
— 

— 
— 

(7,030) $(1,156,055) $ (229,984) $

— 

— 

— 

— 
— 

(50,037)

— 

— 

— 
— 

— 
— 
(5,068)

— 
— 

(12,623)
— 
— 

— 
— 

— 

— 

— 

— 
— 

— 
— 
— 

— 
— 

(12,098) $(1,218,715) $ (229,984) $
(66,561)

— 

— 

— 
— 
— 

— 
— 
— 

— 
1,493,121 
96,955 

— 
1 
1 

— 
1,717 
103 

— 
— 
— 

(15,513)
— 
— 

— 
— 
— 

— 
— 
— 
— 

— 
— 
— 
— 
82,527,609  $ 187,885 

(13,120)
— 
120,696 
— 

92,104,942  $

— 
— 
— 
— 
92  $1,690,783  $

(23)
5,106 
(3)
— 

— 
— 
— 
(3,842)
(15,940) $(1,300,789) $ (229,984) $

— 
— 
— 
— 

— 
— 
— 
— 

258,974 
(47,918)
5,303 
143 
3,060 
3,065 

(117)
6,480 
228,990 
(50,037)

— 

25,774 

9,608 
10,812 

(12,623)
7,119 
(5,068)

(522)
9,123 
223,176 
(66,561)

(15,513)
1,718 
104 

(23)
5,106 
(3)
(3,842)
144,162 

(1)

 Transactions for these line items were exclusively with related parties (refer to Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity, Footnote 6,
Debt, and Footnote 14, Related Party Transactions, of the Notes to Consolidated Financial Statements for additional information). Gross proceeds from related parties for
the issuance of convertible redeemable preferred stock were $204.0 million.

See accompanying Notes to Consolidated Financial Statements.

50

 
 
 
 
 
 
 
 
Table of Contents

COMSCORE, INC.
CONSOLIDATED STATEMENTS OF CASH FLOWS

(In thousands)
Operating activities:
Net loss
Adjustments to reconcile net loss to net cash provided by operating activities:

Impairment of goodwill
Amortization of intangible assets
Depreciation
Stock-based compensation expense
Non-cash operating lease expense
Change in fair value of contingent consideration liability
Amortization expense of finance leases
Bad debt expense (benefit)
Amortization of deferred financing costs
Impairment of right-of-use and long-lived assets
Deferred tax (benefit) provision
Change in fair value of warrant liability
Loss on extinguishment of debt
Non-cash interest expense on senior secured convertible notes 
Accretion of debt discount
Change in fair value of financing derivatives
Other
Changes in operating assets and liabilities, net of effect of acquisition:

(1)

Accounts receivable
Prepaid expenses and other assets
Accounts payable, accrued expenses, and other liabilities
Contract liability and customer advances
Operating lease liabilities
Net cash provided by operating activities

Investing activities:
Capitalized internal-use software costs
Purchases of property and equipment
Cash and restricted cash acquired from acquisition
Net cash used in investing activities

(1)

Financing activities:
Payments for dividends on convertible redeemable preferred stock 
Principal payments on finance leases
Principal payment and extinguishment costs on senior secured convertible notes 
Principal payment and extinguishment costs on secured term note
Proceeds from borrowings on revolving line of credit
Proceeds from issuance of convertible redeemable preferred stock, net of issuance costs 
Other
Net cash used in financing activities
Effect of exchange rate changes on cash, cash equivalents and restricted cash
Net decrease in cash, cash equivalents and restricted cash
Cash, cash equivalents and restricted cash at beginning of period

(1)

(1)

Cash, cash equivalents and restricted cash at end of period

Cash and cash equivalents
Restricted cash

Total cash, cash equivalents and restricted cash

$

$

$

51

Years Ended December 31,

2022

2021

2020

$

(66,561) $

(50,037) $

(47,918)

46,300 
27,096 
16,828 
8,178 
6,060 
2,558 
2,364 
312 
163 
156 
(475)
(9,802)
— 
— 
— 
— 
1,435 

2,596 
(805)
7,396 
(1,587)
(7,275)
34,937 

(16,685)
(1,137)
— 
(17,822)

(15,512)
(2,519)
— 
— 
— 
— 
(101)
(18,132)
(820)
(1,837)
22,279 
20,442  $

— 
25,038 
15,793 
13,848 
5,345 
— 
2,188 
(80)
378 
— 
(1,719)
7,689 
9,629 
4,692 
1,620 
(1,800)
1,082 

(2,081)
(1,145)
(4,210)
(10,777)
(5,597)
9,856 

(14,747)
(803)
902 
(14,648)

(4,760)
(2,138)
(204,014)
(14,031)
16,000 
187,885 
(1,394)
(22,452)
(1,218)
(28,462)
50,741 
22,279  $

— 
27,219 
14,064 
10,073 
5,555 
— 
1,652 
1,693 
1,560 
4,671 
10 
(4,894)
— 
9,180 
7,571 
(10,287)
908 

2,024 
(6,283)
(17,095)
7,341 
(6,327)
717 

(15,078)
(477)
— 
(15,555)

— 
(1,754)
— 
— 
— 
— 
(342)
(2,096)
902 
(16,032)
66,773 
50,741 

As of December 31,

2022

2021

2020

20,044  $
398 
20,442  $

21,854  $
425 
22,279  $

31,126 
19,615 
50,741 

 
Table of Contents

Supplemental cash flow disclosures:
Interest paid ($—, $— and $21,420 in 2022, 2021, and 2020 attributable to related party, respectively)
Income taxes paid, net of refunds
Operating cash flows from operating leases
Operating cash flows from finance leases

Supplemental non-cash activities:
Convertible redeemable preferred stock dividends accrued but not yet paid 
Settlement of restricted stock unit liability
Change in accounts payable and accrued expenses related to capital expenditures
Right-of-use assets obtained in exchange for finance lease liabilities
Right-of-use assets obtained in exchange for new operating lease liabilities
Fair value of Common Stock issued in connection with acquisition
(1)
Interest paid in Common Stock 
Conversion shares issued as extinguishment cost on senior secured convertible notes 
Fair value of contingent consideration recognized upon closing of acquisition

(1)

(1)

Years Ended December 31,

2022

2021

2020

$

652  $

1,804 
10,364 
338 

7,863 
1,718 
1,162 
1,106 
908 
— 
— 
— 
— 

1,009  $
1,831 
9,623 
440 

7,863 
7,117 
479 
3,345 
5,211 
25,774 
10,812 
9,608 
5,600 

23,792 
1,182 
11,170 
493 

— 
3,065 
395 
754 
669 
— 
— 
— 
— 

(1)

 Transactions for these line items were exclusively with related parties (refer to Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity, Footnote 6,
Debt, and Footnote 14, Related Party Transactions, of the Notes to Consolidated Financial Statements for additional information). Gross proceeds from related parties for
the issuance of convertible redeemable preferred stock were $204.0 million.

See accompanying Notes to Consolidated Financial Statements.
52

Table of Contents

1. Organization

COMSCORE, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

comScore,  Inc.,  together  with  its  consolidated  subsidiaries  (collectively,  "Comscore"  or  the  "Company"),  headquartered  in  Reston,  Virginia,  is  a  global
information  and  analytics  company  that  measures  audiences,  consumer  behavior  and  advertising  across  media  platforms.  On  December  16,  2021,  the
Company and two newly formed, wholly owned subsidiaries of the Company entered into an Agreement and Plan of Merger (the "Merger Agreement")
with Shareablee, Inc. ("Shareablee"), to acquire Shareablee in exchange for shares of the Company's Common Stock and contingent consideration payable
subject to the achievement of certain conditions set forth in the Merger Agreement. Refer to Footnote 3, Business Combination.

Operating segments are defined as components of a business that can earn revenues and incur expenses for which discrete financial information is available
that is evaluated on a regular basis by the chief operating decision maker ("CODM"). The Company's CODM is its Chief Executive Officer, who decides
how  to  allocate  resources  and  assess  performance.  The  Company  has  one  operating  segment.  A  single  management  team  reports  to  the  CODM,  who
manages  the  entire  business.  The  Company's  CODM  reviews  consolidated  results  of  operations  to  make  decisions,  allocate  resources  and  assess
performance and does not evaluate the profit or loss from any separate geography or product line.

2. Summary of Significant Accounting Policies

Basis of Presentation and Consolidation

The accompanying Consolidated Financial Statements include the accounts of the Company and its wholly-owned domestic and foreign subsidiaries. All
intercompany transactions and balances are eliminated upon consolidation.

Reclassification

Certain amounts in the prior year financial statements have been reclassified to conform to the current year presentation. Specifically, principal payments
on capital lease and software license arrangements, payments for taxes related to net share settlement of equity awards, and proceeds from the exercise of
stock options have been aggregated within other financing activities on the Consolidated Statements of Cash Flows.

Use of Estimates and Judgments in the Preparation of the Consolidated Financial Statements

The  preparation  of  financial  statements  in  conformity  with  GAAP  requires  management  to  make  estimates  and  assumptions  that  affect  the  reported
amounts of assets and liabilities and the reported amounts of revenue and expense during the reporting periods. Significant estimates and judgments are
inherent in the analysis and the measurement of management's SSP, principal versus agent revenue recognition, determination of performance obligations,
determination  of  transaction  price,  including  the  determination  of  variable  consideration  and  allocation  of  transaction  price  to  performance  obligations,
deferred tax assets and liabilities, including the identification and quantification of income tax liabilities due to uncertain tax positions, the valuation and
recoverability of goodwill, intangible and other long-lived assets, the determination of appropriate discount rates for lease accounting, the probability of
exercising  either  lease  renewal  or  termination  clauses,  the  assessment  of  potential  loss  from  contingencies,  the  fair  value  determination  of  contingent
consideration  from  business  combinations,  financing-related  liabilities  and  warrants,  and  the  valuation  of  options,  performance-based  and  market-based
stock  awards.  Management  bases  its  estimates  and  assumptions  on  historical  experience  and  on  various  other  factors  that  are  believed  to  be  reasonable
under the circumstances. Due to the inherent uncertainty involved in making estimates, actual results reported in future periods may be affected by changes
in those estimates. The Company evaluates its estimates and assumptions on an ongoing basis.

Fair Value Measurements

The Company evaluates the fair value of certain assets and liabilities using the fair value hierarchy. Fair value is an exit price representing the amount that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants. As such, fair value is a market-based
measurement that should be determined based on assumptions that market participants would use in pricing an asset or liability. As a basis for considering
such assumptions, the Company applies the three-tier GAAP value hierarchy which prioritizes the inputs used in measuring fair value as follows:

Level 1 - observable inputs such as quoted prices in active markets;

Level 2 - inputs other than the quoted prices in active markets that are observable either directly or indirectly;

Level 3 - unobservable inputs of which there is little or no market data, which require the Company to develop its own assumptions.

Financial assets and liabilities are classified in their entirety based on the lowest level of input that is significant to the fair value measure. The Company's
assessment  of  the  significance  of  a  particular  input  to  the  fair  value  measurements  requires  judgment  and  may  affect  the  valuation  of  the  assets  and
liabilities being measured and their placement within the fair value hierarchy.

Assets  that  are  measured  at  fair  value  on  a  non-recurring  basis  include  property  and  equipment,  operating  right-of-use  assets,  intangible  assets  and
goodwill. The Company measures these items at fair value when they are considered to be impaired or, in certain cases, upon initial

53

Table of Contents

recognition.  The  fair  value  of  these  assets  are  determined  with  valuation  techniques  using  the  best  information  available  and  may  include  market
comparable information, discounted cash flow models, or a combination thereof.

The carrying amounts of cash and cash equivalents, restricted cash, accounts receivable, accounts payable and accrued expenses, and the current portion of
contract  liabilities  and  customer  advances  reported  in  the  Consolidated  Balance  Sheets  approximate  fair  value  due  to  the  short-term  nature  of  these
instruments. The carrying amount of the revolving line of credit approximates fair value due to the variable rate nature of the debt.

Preferred Stock

In 2021, the Company entered into separate Securities Purchase Agreements with each of Charter Communications Holding Company, LLC ("Charter"),
Qurate  Retail,  Inc.  ("Qurate")  and  Pine  Investor,  LLC  ("Pine")  (the  "Securities  Purchase  Agreements")  for  the  issuance  and  sale  of  shares  of  Series  B
Convertible Preferred Stock, par value $0.001 ("Preferred Stock") as described in Footnote 5, Convertible Redeemable Preferred Stock and Stockholders'
Equity. The issuance of the Preferred Stock pursuant to the Securities Purchase Agreements (the "Transactions") and related matters were approved by the
Company's stockholders on March 9, 2021 and completed on March 10, 2021.

The Preferred Stock is contingently redeemable upon certain deemed liquidation events, such as a change in control. Because a deemed liquidation event
could constitute a redemption event outside of the Company's control, all shares of Preferred Stock have been presented outside of permanent equity in
mezzanine equity on the Consolidated Balance Sheets. The instrument is initially recognized at fair value net of issuance costs. The Company reassesses
whether the Preferred Stock is currently redeemable, or probable to become redeemable in the future, as of each reporting date. If the instrument meets
either of these criteria, the Company will accrete the carrying value to the redemption value. The Preferred Stock has not been adjusted to its redemption
amount as of December 31, 2022 because a deemed liquidation event is not considered probable.

All  financial  instruments  that  are  classified  as  mezzanine  equity  are  evaluated  for  embedded  derivative  features  by  evaluating  each  feature  against  the
nature  of  the  host  instrument  (for  example,  more  equity-like  or  debt-like).  Features  identified  as  embedded  derivatives  that  are  material  are  recognized
separately as a derivative asset or liability in the financial statements.

Effective January 1, 2021, the Company early adopted Accounting Standards Update ("ASU") 2020-06, Debt—Debt with Conversion and Other Options
(Subtopic 470-20) and Derivatives  and  Hedging—Contracts  in  Entity's  Own  Equity  (Subtopic  815-40).  This  ASU  simplifies  accounting  for  convertible
instruments, enhances disclosure requirements related to the terms and features of convertible instruments, and amends the guidance for the derivatives
scope exception for contracts settled in an entity's own equity. This ASU removes from GAAP the separation models for (1) convertible debt with a Cash
Conversion  Feature  and  (2)  convertible  instruments  with  a  Beneficial  Conversion  Feature.  Upon  adoption  of  this  new  ASU,  entities  will  account  for  a
convertible  debt  instrument  wholly  as  debt,  and  for  convertible  preferred  stock  wholly  as  preferred  stock,  unless  (1)  a  convertible  instrument  contains
features that require bifurcation as a derivative, or (2) a convertible debt instrument was issued at a substantial premium.

As a result of the adoption, no embedded features were identified requiring bifurcation under the new model, other than the change of control redemption
feature. The Company adopted the standard using the modified retrospective approach. The standard had no impact on the senior secured convertible notes
(the "Notes") issued by the Company prior to adoption and, as a result, there was no cumulative adjustment recorded upon adoption.

Loss on Extinguishment of Debt

In 2021, the Company recorded a $9.6 million loss on debt extinguishment related to the payoff of the Notes and a foreign secured promissory note (the
"Secured Term Note"). Loss on extinguishment of debt represents the difference between the carrying value of the Company's debt instruments and any
consideration  paid  to  its  creditors  in  the  form  of  cash  or  shares  of  the  Company's  Common  Stock  on  the  extinguishment  date.  These  transactions  are
described in Footnote 6, Debt.

Financing Derivatives

The Company's derivative financial instruments are not hedges and do not qualify for hedge accounting. Changes in the fair value of these instruments are
recorded in other income (expense), net in the Consolidated Statements of Operations and Comprehensive Loss.

The fair values of the financing derivatives were estimated using forward projections and were discounted back at rates commensurate with the remaining
term of the related derivatives. Significant valuation inputs included the Company's credit rating, the premium attributable to the payment-in-kind feature
of the Notes, and premium estimates for company-specific risk factors (together, the "credit-adjusted discount rate"), the price and expected volatility of the
Company's Common Stock, probability of change of control, and forward projections of estimated cash payments.

Extinguishment of the Notes on March 10, 2021 resulted in derecognition of the remaining financing derivatives. Refer to Footnote 6, Debt for additional
information.

54

Table of Contents

Cash, Cash Equivalents and Restricted Cash

Cash  and  cash  equivalents  are  maintained  with  several  financial  institutions  domestically  and  internationally.  The  combined  account  balances  held  on
deposit at each institution typically exceed Federal Deposit Insurance Corporation ("FDIC") insurance coverage and, as a result, there is a concentration of
credit risk related to amounts on deposit in excess of FDIC insurance coverage. The Company reduces this risk by maintaining such deposits with high
quality financial institutions that management believes are creditworthy, and by monitoring this credit risk and making adjustments as necessary.

The Company considers highly liquid investments with an original maturity of three months or less at the time of purchase and qualifying money-market
funds as cash equivalents.

As of December 31, 2022 and December 31, 2021, restricted cash represents security deposits for subleased office space.

Allowance for Doubtful Accounts

The Company generally grants uncollateralized credit terms to its customers. Credit risk associated with accounts receivable is mitigated by the Company's
ongoing credit evaluation of its customers' financial condition. An allowance for doubtful accounts is maintained to reserve for uncollectible receivables.
Allowances  are  based  on  management's  judgment,  which  considers  historical  collection  experience  adjusted  for  current  conditions  or  expected  future
conditions based on reasonable and supportable forecasts, a specific review of all significant outstanding receivables, an assessment of company-specific
credit conditions and general economic conditions. Management considered the impact of the COVID-19 pandemic, including customer payment delays
and requests from customers to revise contractual payment terms, in determining the Company's allowance for doubtful accounts.

The following is a summary of the activity within the allowance for doubtful accounts:

(In thousands)
Beginning Balance

Bad debt (expense) benefit
Recoveries
Write-offs

Ending Balance

Property and Equipment, net

Years Ended December 31,

2022

2021

2020

$

$

(1,173) $
(312)
(126)
813 
(798) $

(2,757) $
80 
(161)
1,665 
(1,173) $

(1,919)
(1,693)
(300)
1,155 
(2,757)

Property and equipment is recorded at cost, net of accumulated depreciation, and is depreciated on a straight-line basis over the estimated useful lives of the
assets, ranging from 2 to 10 years. Finance lease assets are recorded at their net present value at the commencement of the lease. Both finance lease assets
and leasehold improvements are amortized on a straight-line basis over the shorter of the related lease terms or their useful lives. Replacements and major
improvements are capitalized; maintenance and repairs are expensed as incurred.

Included in property and equipment, net, are capitalized software costs to purchase and develop internal-use software, which the Company uses to provide
services to its clients. The costs to purchase and develop internal-use software are capitalized from the time that the preliminary project stage is completed,
and it is considered probable that the software will be used to perform the function intended, until the time the software is placed in service for its intended
use. Any costs incurred during subsequent efforts to upgrade and enhance the functionality of the software are also capitalized. Once this software is ready
for  use  in  the  Company's  products,  these  costs  are  amortized  on  a  straight-line  basis  over  the  estimated  useful  life  of  the  software,  which  is  typically
assessed to be 2 to 3 years. During the years ended December 31, 2022, 2021 and 2020, the Company capitalized $17.2 million, $18.9 million (including
$4.6 million recorded as part of the acquisition of Shareablee), and $15.0 million in internal-use software costs, respectively. The Company depreciated
$15.1  million,  $12.8  million  and  $9.1  million  in  capitalized  internal-use  software  costs  during  the  years  ended  December  31,  2022,  2021  and  2020,
respectively.

Business Combination

In December 2021, the Company and two newly formed, wholly owned subsidiaries of the Company entered into the Merger Agreement with Shareablee,
pursuant to which the Company acquired Shareablee (the "Merger") as described in Footnote 3, Business Combination. Total consideration paid or payable
by the Company related to the Merger (valued as of the closing date of the Merger) was $31.4 million, which included $5.6 million for the fair value of
contingent  consideration  payable  based  on  the  achievement  of  certain  contractual  milestones  or  future  revenue  performance.  The  maximum  amount  of
contingent consideration payable under the Merger is $8.6 million.

The contingent consideration is classified as a liability due to the fact it will be settled in cash or a variable number of shares of the Company's common
stock,  par  value  $0.001  (the  "Common  Stock")  (or  a  combination  thereof),  and  the  amount  of  the  payment  is  not  dependent  upon  the  fair  value  of  the
Common Stock. The contingent consideration liability is measured at fair value on a recurring basis until the contingency is resolved.

The fair value of the contingent consideration liability is estimated using a combination of valuation techniques. One technique is an option pricing model
within a Monte Carlo simulation that determines an average projected payment value across numerous iterations. This technique

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determines projected payments based on simulated revenues derived from an internal forecast, adjusted for a selected revenue volatility and risk premium
based on market data for comparable guideline public companies. The other technique is a discounted cash flow model that assumes achievement of the
contractual  milestones,  resulting  in  payment  of  the  full  deferred  amount.  In  both  techniques,  the  projected  payments  are  then  discounted  back  to  the
valuation date at the Company's cost of debt using a term commensurate with the contractual payment dates.

In April 2022, the contingency was resolved and the full amount was deemed payable, subject to reduction for any pending indemnification claims and
other terms set forth in the Merger Agreement. The resolution of this contingency eliminated the option pricing model as a valuation technique, and the fair
value was remeasured using only the discounted cash flow model. In December 2022, the Company elected to settle the first installment of $3.7 million in
cash. This amount remained outstanding as of December 31, 2022 and is scheduled to be paid in the first quarter of 2023. The Company expects to settle
the  remaining  liability  in  two  additional  installments  of  $3.7  million  and  $1.2  million  payable  in  any  combination  of  cash  and  Common  Stock  (at  the
Company's election) in December 2023 and 2024, respectively.

The  estimated  fair  value  of  the  contingent  consideration  liability  as  of  December  31,  2022  was  $8.2  million.  The  loss  due  to  change  in  fair  value  of
$2.6 million for the year ended December 31, 2022 was classified within general and administrative expense in the Consolidated Statements of Operations
and Comprehensive Loss. Refer to Footnote 7, Fair Value Measurements, for additional information on the fair value of the contingent consideration.

Cloud Computing Implementation Costs

Certain costs incurred for implementation, setup, and other upfront activities in a hosting arrangement that is a service contract are capitalized during the
application development stage. Upgrades and enhancements are capitalized if they will result in additional functionality. Amortization of capitalized costs
is recorded on a straight-line basis over the term of the associated hosting arrangement, inclusive of reasonably certain renewal periods.

During the third quarter of 2021, the Company completed its implementation of a new cloud-based Enterprise Resource Planning ("ERP") system. The
Company capitalized $6.8 million of eligible implementation costs in connection with its development and testing of the ERP system. These capitalized
implementation  costs  are  classified  within  other  non-current  assets  in  the  Consolidated  Balance  Sheets.  As  of  December  31,  2022,  2021  and  2020,
capitalized implementation costs, net of accumulated amortization, were $5.0 million, $6.4 million, and $3.2 million, respectively.

The Company determined the expected period of benefit of the capitalized implementation costs was five years. Amortization costs are classified within
general  and  administrative  expense  in  the  Consolidated  Statements  of  Operations  and  Comprehensive  Loss.  The  Company  recorded  $1.4  million  and
$0.7 million of amortization expense for the years ended December 31, 2022 and 2021, respectively.

Goodwill and Intangible Assets

Goodwill represents the excess of the purchase consideration over the fair value of identifiable assets acquired and liabilities assumed when a business is
acquired. The valuation of intangible assets and goodwill involves the use of management's estimates and assumptions and can have a significant impact on
future operating results. The Company initially records its intangible assets at fair value. Definite-lived intangible assets are amortized over their estimated
useful lives while goodwill is not amortized but is evaluated for impairment at least annually, as of October 1, by comparing the fair value of a reporting
unit to its carrying value including goodwill recorded by the reporting unit.

The Company has a single reporting unit. Accordingly, the impairment assessment for goodwill is performed at the enterprise level. Goodwill is reviewed
for  possible  impairment  between  annual  tests  if  an  event  occurs  or  circumstances  change  that  would  more  likely  than  not  reduce  the  fair  value  of  the
reporting  unit  below  its  carrying  value.  The  Company  initially  assesses  qualitative  factors  to  determine  if  it  is  necessary  to  perform  the  goodwill
impairment review. Goodwill is reviewed for impairment if, based on an assessment of the qualitative factors, it is determined that it is more likely than not
that the fair value of the reporting unit is less than its carrying value, or the Company decides to bypass the qualitative assessment. The carrying value of
the  reporting  unit  is  reviewed  utilizing  a  combination  of  the  discounted  cash  flow  model  and  a  market  value  approach.  The  estimated  fair  value  of  a
reporting  unit  is  determined  based  on  assumptions  regarding  estimated  future  cash  flows,  discount  rates,  long-term  growth  rates  and  market  values.
Additionally, the Company considers income tax effects from any tax-deductible goodwill on the carrying amount of the reporting unit when measuring the
goodwill impairment loss.

The  Company  monitors  for  events  and  circumstances  that  could  negatively  impact  the  key  assumptions  in  determining  fair  value,  including  long-term
growth  projections,  profitability,  discount  rates,  volatility  in  the  Company's  market  capitalization,  general  industry,  and  market  and  macro-economic
conditions. It is possible that future changes in such circumstances, or in the variables associated with the judgments, assumptions and estimates used in
assessing the fair value of the reporting unit, would require the Company to record a material non-cash impairment charge.

As  of  September  30,  2022,  the  Company  concluded  that  it  was  more  likely  than  not  that  the  estimated  fair  value  of  its  reporting  unit  was  less  than  its
carrying value. Accordingly, in conjunction with its annual test as of October 1, 2022, the Company completed its assessment, and concluded that it was
more  likely  than  not  that  the  estimated  fair  value  of  its  reporting  unit  was  less  than  its  carrying  value.  In  its  assessment,  the  Company  considered  the
decline in the Company's stock price and market capitalization among other factors. The Company performed a quantitative goodwill impairment test using
a discounted cash flow model, supported by a market approach. The Company's reporting unit did not pass the goodwill impairment test, and as a result the
Company recorded a $46.3 million non-cash impairment charge during the three

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months ended September 30, 2022 and year ended December 31, 2022. Refer to Footnote 10, Goodwill and Intangible Assets for further information. No
goodwill impairment charges were recognized during the years ended December 31, 2021 and 2020.

Intangible assets with finite lives are generally amortized using the straight-line method over the following useful lives:

Acquired methodologies and technology
Acquired software
Customer relationships
Intellectual property
Other

Useful Lives (Years)

5 to 7
2
6 to 11
16
7

The Company evaluates its definite-lived intangible assets for impairment whenever events or changes in circumstances indicate the carrying value of such
assets  may  not  be  recoverable.  If  an  indication  of  impairment  is  present,  the  Company  compares  the  estimated  undiscounted  future  cash  flows  to  be
generated by the asset group to its carrying amount. Recoverability measurement and estimation of undiscounted cash flows are grouped at the lowest level
for which identifiable cash flows are largely independent of the cash flows of other assets and liabilities. If the undiscounted future cash flows are less than
the carrying amount of the asset group, the Company records an impairment loss equal to the excess of the asset group's carrying amount over its fair value.
The fair value is determined based on valuation techniques such as a comparison to fair values of similar assets or using a discounted cash flow analysis.

Although the Company believes that the carrying values of its goodwill and definite-lived intangible assets are appropriately stated as of December 31,
2022,  changes  in  strategy  or  market  conditions,  significant  technological  developments  or  significant  changes  in  legal  or  regulatory  factors  could
significantly impact these judgments and require adjustments to recorded asset balances.

Recoverability of Other Long-Lived Assets

The Company's other long-lived assets consist primarily of property and equipment and right-of-use ("ROU") assets. The Company evaluates its ROU and
long-lived  assets  for  impairment  whenever  events  or  changes  in  circumstances  indicate  the  carrying  value  of  such  assets  may  not  be  recoverable.  For
facility  lease  ROU  and  related  long-lived  assets,  the  Company  compares  the  estimated  undiscounted  cash  flows  generated  by  a  sublease  to  the  current
carrying value of the ROU and related long-lived assets. The Company treats operating lease ROU assets as financing transactions, thereby excluding the
operating lease liability and related lease payments from the head lease, for purposes of testing recoverability. If the undiscounted cash flows are less than
the carrying value of the ROU and related long-lived assets, the Company records an impairment loss equal to the excess of the ROU and long-lived assets'
carrying value over their fair value.

The Company performed an interim analysis as of March 31, 2020, as changes in market conditions indicated the carrying value of certain facility lease
ROU and other long-lived assets may not be recoverable, and determined that certain ROU assets, and related leasehold improvements, were impaired. The
Company  recorded  a  $4.7  million  non-cash  impairment  charge  related  to  its  ROU  assets  and  related  leasehold  improvements  in  2020.  The  impairment
charge was driven by changes in the Company's projected undiscounted cash flows for certain properties, primarily as a result of changes in the real estate
market related to the COVID-19 pandemic, that led to an increase in the estimated marketing time, and a reduction of expected receipts, for properties on
the market for sublease. The fair value of these ROU assets, and related leasehold improvements, was estimated using an income approach and a discount
rate of 12.0%.

The Company performed an analysis in the fourth quarter of 2022 related to the execution of a sublease for a property for which expected cash receipts
were less than the disbursements for the lease. The Company recorded a $0.2 million non-cash impairment charge related to the ROU asset in 2022. The
fair value of the ROU asset was estimated using an income approach and a discount rate of 7.4%.

Although the Company believes that the carrying values of its other long-lived assets are appropriately stated as of December 31, 2022, changes in strategy
or  market  conditions,  significant  technological  developments  or  significant  changes  in  legal  or  regulatory  factors  could  significantly  impact  these
judgments and require adjustments to recorded asset balances.

Warrants Liability

In 2019, the Company issued warrants to CVI in connection with the private placement described in Footnote 5, Convertible Redeemable Preferred Stock
and Stockholders' Equity. The warrants were determined to be freestanding financial instruments that qualify for liability treatment as a result of net cash
settlement features associated with a cap on the issuance of shares, under certain circumstances, or upon a change of control. Changes in the fair value of
these instruments are recorded in other income (expense), net in the Consolidated Statements of Operations and Comprehensive Loss.

The fair value of each warrant is estimated utilizing an option pricing model supplemented with a Monte Carlo simulation in periods with multiple warrants
outstanding where certain features resulted in additional valuation complexity. Significant valuation inputs include the price and expected volatility of the
Company's Common Stock, cost of debt, risk-free rate, remaining term of the warrants, and probability of change of control. In situations where a change
of control was assumed, the fair values of the warrants are based on estimated cash payments at each payment date discounted back to the valuation date
using the cost of debt.

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Leases

The Company's lease portfolio is comprised of two major classes. Real estate leases, which are the majority of the Company's leased assets, are accounted
for as operating leases. Computer equipment leases are generally accounted for as finance leases.

The Company determines if an arrangement is or contains a lease at inception and whether the lease should be classified as an operating or finance lease.
ROU assets and lease liabilities are recognized at the lease commencement date based on the present value of the future minimum lease payments over the
lease term. Operating ROU assets also include the impact of any lease incentives. An ROU asset and lease liability are not recorded for short-term leases
with an initial term of 12 months of less.

The  Company  has  elected  to  combine  lease  and  non-lease  components  and  account  for  them  together  as  a  single  lease  component,  which  increases  the
carrying  amount  of  the  ROU  assets  and  lease  liabilities.  Non-lease  components  primarily  include  payments  for  common-area  maintenance,  utilities  and
other pass-through charges.

The Company uses its incremental borrowing rate to determine the present value of the future lease payments. The incremental borrowing rate is estimated
to approximate the interest rate on a collateralized basis with similar terms and payments, and in economic environments where the leased asset is located.

The Company's lease terms include periods under options to extend or terminate the lease when it is reasonably certain that the Company will exercise that
option. The Company considers contractual-based factors such as the nature and terms of the renewal or termination, asset-based factors such as physical
location  of  the  asset  and  entity-based  factors  such  as  the  importance  of  the  leased  asset  to  the  Company's  operations  to  determine  the  lease  term.  The
Company generally uses the non-cancelable lease term when measuring its ROU assets and lease liabilities.

Payments under the Company's lease arrangements are primarily fixed; however, certain lease agreements contain variable payments, which are expensed
as incurred and excluded from the measurement of ROU assets and lease liabilities. These payment amounts are affected by changes in market indices and
costs for common-area maintenance, utilities and other pass-through charges that are based on usage or performance.

Operating  leases  are  included  in  operating  ROU  assets,  current  operating  lease  liability,  and  non-current  operating  lease  liability  in  the  Consolidated
Balance Sheets. The Company recognizes lease expense (excluding variable lease costs) for its operating leases on a straight-line basis over the term of the
lease. Finance lease assets are included in property and equipment, net; current finance lease liabilities are aggregated into other current liabilities; and non-
current finance lease obligations are aggregated in other non-current liabilities in the Consolidated Balance Sheets.

Income from subleased properties is recognized and presented as a reduction of costs, allocated among operating expense line items, in the Consolidated
Statements of Operations and Comprehensive Loss.

Foreign Currency

Generally, the functional currency of the Company's foreign subsidiaries is the local currency. In those cases where the transaction is not denominated in
the  functional  currency,  the  Company  revalues  the  transaction  to  the  functional  currency  and  records  the  translation  gain  or  loss  in  the  Company's
Statements of Operations and Comprehensive Loss. Assets and liabilities are translated at the current exchange rate as of the end of the year, and revenues
and  expenses  are  translated  at  average  exchange  rates  in  effect  during  the  year.  The  gain  or  loss  resulting  from  the  process  of  translating  a  foreign
subsidiary's  functional  currency  financial  statements  into  U.S.  Dollars  ("USD")  is  reflected  as  foreign  currency  cumulative  translation  adjustment  and
reported as a component of accumulated other comprehensive loss. The translation adjustment for intercompany foreign currency loans that are permanent
in nature are also recorded as accumulated other comprehensive loss. Translation adjustments on intercompany accounts that are short term in nature are
recorded as gain (loss) from foreign currency transactions. For foreign entities where USD is the functional currency, re-measurement of gains and losses
related to deferred tax assets and liabilities are reflected in income tax provision in the Consolidated Statements of Operations and Comprehensive Loss.

Revenue Recognition

The Company recognizes revenue under the core principle to depict the transfer of control to its customers in an amount reflecting the consideration to
which it expects to be entitled.

The  Company's  contracts  with  customers  may  include  multiple  promised  goods  and  services.  Contracts  with  multiple  performance  obligations  typically
consist of a mix of subscriptions to the Company's online database, customized data services, and delivery of periodic custom reports based on information
obtained  from  the  database.  In  such  cases,  the  Company  identifies  performance  obligations  by  evaluating  whether  the  promised  goods  and  services  are
capable of being distinct and distinct within the context of the contract at contract inception. Promised goods and services that are not distinct at contract
inception are combined as one performance obligation.

Once the Company identifies the performance obligations, the Company will determine the transaction price based on contractually fixed amounts and an
estimate of variable consideration. In general, the transaction price is determined by estimating the fixed amount of consideration to which the Company is
entitled for transfer of goods and services and all relevant sources and components of variable consideration. Variable consideration is estimated based on
the most likely amount or expected value approach, depending on which method the Company expects to better predict the amount of consideration to
which it will be entitled. Once the Company elects one of the methods to estimate variable consideration for a particular type of performance obligation, the
Company will apply that method consistently. Estimates of

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variable consideration are subject to constraint based on expected recovery from the customer. Sales taxes remitted to government authorities are excluded
from the transaction price.

The Company allocates the transaction price to each performance obligation based on relative SSP. Judgment is exercised to determine the SSP of each
distinct  performance  obligation.  In  most  cases,  the  Company  bundles  multiple  products  and  very  few  are  sold  on  a  standalone  basis.  The  Company
primarily applies an adjusted market assessment approach for the determination of the SSP, which is supported by rate cards and pricing calculators that are
periodically reviewed and updated to reflect the latest sales data and observable inputs by industry, channel, geography, customer size, and other relevant
groupings.

The Company recognizes revenue when (or as) it satisfies a performance obligation by transferring promised goods or services to a customer. Customers
may  obtain  the  control  of  promised  goods  or  services  over  time  or  at  a  point  in  time.  Subscription-based  revenues,  and  other  products  delivered
continuously through a user interface, are recognized on a straight-line basis over an access period specified within the respective contract. Revenues for
impression-based  products  are  typically  recognized  over  time,  on  a  time-elapsed  basis,  as  the  customer  is  continuously  consuming  and  receiving  the
benefits  of  campaign  measurement,  or  an  output  method,  such  as  volume  of  impressions  processed  during  a  discrete  period.  Report-based  revenues  are
recognized  at  a  point  in  time,  which  is  generally  once  the  product  has  been  delivered  to  the  customer.  The  Company  also  considers  whether  there  is  a
present right to payment, and whether the customer has accepted the product if such acceptance provisions are substantive.

Customers may have the right to cancel their contracts by providing a written notice of cancellation, although most subscription-based contracts are non-
cancelable. If a customer cancels its contract, the customer is generally not entitled to a refund for prior services. In the event a portion of a contract is
refundable, revenue recognition is delayed until the refund provision lapses. For multi-year contracts with annual price increases, the total consideration for
each of the years included in the contract term will be combined and recognized on a straight-line basis.

For transactions that involve third parties, the Company evaluates whether it is the principal, in which case it recognizes revenue on a gross basis. If the
Company is an agent, it recognizes revenue on a net basis. This determination can require significant judgment for certain revenue share arrangements that
involve the use of partner data in the Company's sales to end users or the use of its data in partner sales to end users. In these arrangements, the Company
assesses  which  party  controls  the  specified  goods  or  services  before  they  are  transferred  to  the  customer,  as  well  as  other  indicators  such  as  the  party
primarily responsible for fulfillment, inventory risk, and discretion in establishing price. 

The  Company  enters  into  a  limited  number  of  monetary  contracts  with  MVPDs  that  involve  both  the  purchase  and  sale  of  services  with  a  single
counterparty. Each contract is assessed to determine if the revenue and expense should be presented gross or net. In some instances, the Company may
provide free distinct goods or services as a form of non-cash consideration to the counterparty. Revenue is recognized for these contracts to the extent SSP
is established for distinct services provided. Any excess consideration above the established SSP of services is presented as a reduction to cost of revenues
in the Consolidated Statements of Operations and Comprehensive Loss. The fair value of non-cash consideration included in revenues during the years
ended  December  31,  2022,  2021and  2020  totaled  $3.9  million,  $4.0  million,  and  $0.9  million,  respectively.  The  fair  value  of  non-cash  consideration
included in cost of revenues during the years ended December 31, 2022, 2021 and 2020 totaled $4.1 million, $3.9 million and $1.6 million, respectively.

Contract Balances

Accounts receivable are billed and unbilled amounts where the right to payment from the customer is unconditional but for the passage of time. Contract
assets  represent  amounts  where  the  right  to  payment  in  exchange  for  goods  or  services  transferred  is  conditioned  on  future  events,  such  as  the  entity's
continued  performance.  The  portion  of  contract  assets  to  be  billed  in  the  succeeding  twelve-month  period  are  included  in  prepaid  expenses  and  other
current assets, and the remaining amounts are included in other assets within the Consolidated Balance Sheets.

Contract  liabilities  relate  to  amounts  billed  in  advance,  or  advance  consideration  received  from  customers,  under  non-cancelable  contracts  for  which
exchange of goods or services will occur in the future. Customer advances relate to amounts billed in advance, or advance considerations received from
customers, for contracts with termination rights for which exchange of goods or services will occur in the future. The portion of contract liabilities and
customer advances to be recognized in the succeeding twelve-month period are presented separately within current liabilities, and the remaining amounts
are included in other non-current liabilities within the Consolidated Balance Sheets.

Remaining Performance Obligations

The  Company  elected  an  optional  exemption  to  not  disclose  information  about  the  amount  of  the  transaction  price  allocated  to  remaining  performance
obligations  for  contracts  that  have  an  original  expected  duration  of  one  year  or  less.  The  amount  disclosed  for  remaining  performance  obligations  also
excludes  variable  consideration  from  unsatisfied  performance  obligations  within  a  series  where  revenue  is  recognized  using  an  output  method,  such  as
volume of impressions processed.

Costs to Fulfill a Contract

Certain costs to fulfill are capitalized for contracts where the transfer of goods and services will occur in the future. Typically, these capitalized costs are
incurred during a setup period prior to transferring control of the good or service over time. These costs include dedicated employees, subcontractors, and
other  third-party  costs.  Capitalized  costs  are  assessed  for  recoverability  at  each  reporting  period.  These  costs  are  included  in  cost  of  revenues  and  are
recognized  in  the  same  manner  as  the  corresponding  performance  obligation.  For  the  years  ended  December  31,  2022,  2021  and  2020,  amortized  and
expensed contract costs were zero, $2.7 million and $1.4 million, respectively.

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Cost of Revenues

Cost of revenues consists primarily of costs to produce the Company's products including viewing data from MVPDs, census-based, panel and other third-
party data as well as costs to operate its network infrastructure including data center, data storage and compliance costs. Other costs include amortization of
capitalized fulfillment costs, employee costs including stock-based compensation, depreciation related to assets used to maintain the network and produce
products and allocated overhead, including rent and depreciation expenses generated by general purpose equipment and software.

Selling and Marketing

Selling and marketing expenses consist primarily of salaries, commissions, stock-based compensation, benefits and bonuses for personnel associated with
sales  and  marketing  activities,  as  well  as  costs  related  to  online  and  offline  advertising,  product  management,  seminars,  promotional  materials,  public
relations, other sales and marketing programs, and allocated overhead, including rent and other facilities related costs, and depreciation.

General and Administrative

General and administrative expenses consist primarily of salaries, stock-based compensation, benefits and related costs for executive management, finance,
accounting, human capital, legal, information technology and other administrative functions, as well as professional fees and allocated overhead, including
rent and other facilities related costs, depreciation and expenses incurred for other general corporate purposes.

Research and Development

Research  and  development  expenses  consist  primarily  of  salaries,  stock-based  compensation,  benefits  and  related  costs  for  personnel  associated  with
research and development activities, as well as allocated overhead, including rent and other facilities related costs, and depreciation.

Other Income (Expense), Net

Other income (expense), net represents income and expenses incurred that are generally not recurring in nature or are not part of the Company's normal
operations. The following is a summary of the significant components of other income (expense), net:

(In thousands)

Change in fair value of financing derivatives
Change in fair value of warrants liability
Other

Total other income (expense), net

Debt Issuance Costs

Years Ended December 31,

2022

2021

2020

$

$

—  $

9,802 
(17)
9,785  $

1,800  $
(7,689)
111 
(5,778) $

10,287 
4,894 
(627)
14,554 

The  Company  reflects  debt  issuance  costs  in  the  Consolidated  Balance  Sheets  as  a  direct  deduction  from  the  gross  amount  of  debt,  consistent  with  the
presentation of a debt discount. Debt issuance costs are amortized to interest expense, net over the term of the underlying debt instrument, utilizing the
effective interest method.

Stock-Based Compensation

The Company estimates the fair value of stock-based awards on their grant date. The fair value of stock options with only service conditions is determined
using the Black-Scholes option pricing model. The fair value of restricted stock units ("RSUs") is based on the closing price of the Company's Common
Stock on the grant date. The Company amortizes the fair value of awards expected to vest on a straight-line basis over the requisite service periods of the
awards, which is generally the period from the grant date to the end of the vesting period. The determination of the fair value of the Company's stock option
awards is based on a variety of factors, including, but not limited to, the Company's Common Stock price, risk-free rate, expected stock price volatility over
the expected life of awards, and the expected term of the option.

The Company issues stock options with a vesting period based solely upon the passage of time (service vesting). To determine the expected term of the
option the Company applies the simplified method for plain-vanilla options due to the lack of significant historical exercise experience. For non-employee
options that do not qualify as plain-vanilla the Company has elected to apply the contractual term of the award.

The Company issues RSU awards with a vesting period based solely upon the passage of time (service vesting), achieving performance targets, fulfillment
of market conditions, or a combination thereof. For those RSU awards with only service vesting, the Company recognizes compensation cost on a straight-
line basis over the service period. For awards with both service and performance conditions, the Company starts recognizing compensation cost over the
remaining  service  period  when  it  is  probable  the  performance  conditions  will  be  met.  Stock  awards  that  contain  performance  vesting  conditions  are
excluded from diluted earnings per share ("EPS") computations until the contingency is met as of the end of that reporting period.

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For awards with both service and market conditions, the Company recognizes compensation cost over the remaining service period, with the effect of the
market condition reflected in the determination of the award's fair value at the grant date. The Company values awards with market conditions using certain
valuation techniques, such as a lattice model or Monte Carlo simulation analysis. The Company determines the requisite service period based on the longer
of  the  explicit  service  period  and  the  derived  service  period.  Stock  awards  that  contain  market  vesting  conditions  are  included  in  the  computations  of
diluted EPS reflecting the number of shares that would be issued based on the current market price at the end of the period being reported on, if their effect
is dilutive.

Under  the  Company's  annual  incentive  compensation  plan,  the  Company  may  grant  immediately  vested  RSUs  to  certain  employees.  For  these  awards,
stock-based compensation expense is accrued commencing at the service inception date, which generally precedes the grant date, through the end of the
requisite service period.

The  Company  estimates  forfeitures  for  stock-based  awards  at  their  grant  date  based  on  historical  experience.  The  estimated  forfeiture  rate  as
of December 31, 2022, 2021 and 2020 was 10.0% for non-executive awards. Awards granted to senior executives have an estimated forfeiture rate of zero.
The Company performs a review of its forfeiture rate assumption on a quarterly basis. Changes in the estimates and assumptions relating to forfeitures and
subsequent grants may result in material changes to stock-based compensation expense in the future.

Income Taxes

Income taxes are accounted for using the asset and liability method. Deferred income taxes are provided for temporary differences in recognizing certain
income, expense and credit items for financial reporting purposes and tax reporting purposes. Such deferred income taxes primarily relate to the difference
between the tax bases of assets and liabilities and their financial reporting amounts. Deferred tax assets and liabilities are measured by applying enacted
statutory tax rates applicable to the future years in which deferred tax assets or liabilities are expected to be settled or realized. Excess tax benefits and tax
deficiencies are recognized in the income tax provision in the period in which they occur.

The  Company  records  a  valuation  allowance  when  it  determines,  based  on  available  positive  and  negative  evidence,  that  it  is  more-likely-than-not  that
some portion or all of its deferred tax assets will not be realized. The Company determines the realizability of its deferred tax assets primarily based on the
reversal  of  existing  taxable  temporary  differences  and  projections  of  future  taxable  income  (exclusive  of  reversing  temporary  differences  and
carryforwards).  In  evaluating  such  projections,  the  Company  considers  its  history  of  profitability,  the  competitive  environment,  and  general  economic
conditions. In addition, the Company considers the time frame over which it would take to utilize the deferred tax assets prior to their expiration.

For certain tax positions, the Company uses a more-likely-than-not threshold based on the technical merits of the tax position taken. Tax positions that meet
the more-likely-than-not recognition threshold are measured at the largest amount of tax benefits determined on a cumulative probability basis, which are
more-likely-than-not to be realized upon ultimate settlement in the financial statements. The Company's policy is to recognize interest and penalties related
to income tax matters in income tax expense.

In December 2017, U.S. tax reform legislation known as the Tax Cuts and Jobs Act (the "TCJA") was signed into law. The Company determined the effects
of certain provisions, including but not limited to: a reduction in the corporate tax rate from 35% to 21%, a limitation of the deductibility of certain officers'
compensation, a limitation on the current deductibility of net interest expense in excess of 30% of adjusted taxable income, a limitation of net operating
losses generated after 2018 to 80% of taxable income, an incremental tax (base erosion anti-abuse or "BEAT") on excessive amounts paid to foreign related
parties, and a minimum tax on certain foreign earnings in excess of 10% of the foreign subsidiaries' tangible assets (global intangible low-taxed income or
"GILTI").  As  part  of  its  GILTI  review,  the  Company  has  determined  that  it  will  account  for  GILTI  income  as  it  is  generated  (i.e.,  treat  it  as  a  period
expense). Given the Company's loss position in the U.S. and the valuation allowance recorded against its U.S. net deferred tax assets, these provisions have
not had a material impact on the Company's consolidated financial statements.

Beginning in 2022, the TCJA eliminated the option to immediately deduct research and experiment ("R&E") expenditures in the year incurred pursuant to
Internal  Revenue  Code  Section  174  ("Section  174").  The  amended  provision  under  Section  174  requires  taxpayers  to  capitalize  and  amortize  these
expenditures over five years for research performed in the U.S. and over 15 years for research performed outside the U.S. While it is possible that Congress
may defer, modify or repeal this provision, potentially with retroactive effect, it was not deferred, modified or repealed as of December 31, 2022. Due to
the Company's federal and state net operating loss ("NOL") carryforwards, the amended provision under Section 174 only increased the Company's state
cash taxes payable and reduced its cash flow from operating activities by an immaterial amount in 2022. The capitalized R&E expenditure merely caused a
reclassification between the NOL deferred tax asset and capitalized R&E deferred tax asset as of December 31, 2022. Because the Company's deferred tax
assets  have  a  full  valuation  allowance  against  them,  the  amended  provision  under  Section  174  did  not  impact  the  Company's  tax  rate  or  results  of
operations.

Loss Per Share

The Company uses the two-class method to calculate net loss per share. The two-class method is an earnings allocation formula that treats a participating
security  as  having  rights  to  earnings  that  otherwise  would  have  been  available  to  common  stockholders.  Under  the  two-class  method,  earnings  for  the
period  are  allocated  between  common  stockholders  and  participating  security  holders  based  on  their  respective  rights  to  receive  dividends  as  if  all
undistributed book earnings for the period were distributed.

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Basic  loss  per  share  is  computed  by  dividing  net  loss  available  to  only  the  common  stockholders  by  the  weighted-average  number  of  common  shares
outstanding for the period. Diluted loss per share includes the effect of potential common shares, such as the Company's Preferred Stock, Notes, warrants,
stock options, restricted stock units and deferred stock units, to the extent the effect is dilutive. In periods with a net loss available to common stockholders,
the anti-dilutive effect of these potential common shares is excluded and diluted net loss per share is equal to basic net loss per share.

The following is a summary of the Common Stock equivalents for the securities outstanding during the respective periods that have been excluded from the
computation of diluted net loss per common share, as their effect would be anti-dilutive:

(1)

Preferred stock 
Warrants
Stock options, restricted stock units and deferred stock units
Contingent Consideration 
Senior secured convertible notes

(2)

Total

Years Ended December 31,

2022

85,708,360 
5,457,026 
4,981,624 
4,220,690 
— 
100,367,700 

2021

2020

66,926,499 
5,457,026 
5,073,980 
— 
1,232,483 
78,689,988 

— 
6,306,964 
3,898,327 
— 
6,519,655 
16,724,946 

(1)

 Includes the effect of potential Common Stock that would be issued to settle unpaid dividends accrued to holders of the Preferred Stock if they elected to convert their shares at the beginning of

the period (or at the time of issuance, if later).
(2) 

A contingent consideration liability was recognized as part of the acquisition described in Footnote 3, Business Combination. The liability payments may be settled in any combination of cash
or shares of Common Stock based on the volume-weighted average trading price of the Common Stock for the ten trading days prior to the date of each payment. Settlement of this liability in
Common Stock could potentially dilute basic earnings per share in future periods. The Company calculated a potential anti-dilutive share count based on the maximum contingent consideration
as of December 31, 2022 of $4.9 million and the $1.16 per share closing price of the Company's Common Stock on the Nasdaq Global Select Market on December 30, 2022. The impact was
determined to be negligible for 2021 based on the period the liability was outstanding.

For  the  year  ended  December  31,  2022,  dividends  paid  to  holders  of  the  Preferred  Stock  totaled  $15.5  million.  These  dividends  have  been  included  in
calculating the total loss available to common stockholders used in the calculation of basic and diluted loss per share.

3. Business Combination

On  December  16,  2021,  the  Company  and  two  newly  formed,  wholly  owned  subsidiaries  of  the  Company  entered  into  the  Merger  Agreement  with
Shareablee,  pursuant  to  which  the  Company  acquired  Shareablee.  Total  consideration  payable  to  the  former  holders  of  Shareablee's  capital  stock  and
warrant, and certain underlying equity awards that were assumed by the Company, totaled 9,128,964 shares of Common Stock. This included 7,945,519
shares of Common Stock that were issuable at closing, 1,062,085 shares of Common Stock issuable pursuant to replacement stock options and restricted
stock  unit  awards,  and  121,357  shares  of  Common  Stock  subject  to  holdback  pending  final  working  capital  adjustments.  In  addition,  certain  holders  of
Shareablee's capital stock, warrant and equity awards may also receive up to an aggregate of $8.6 million of contingent consideration over three years after
the closing, subject to the satisfaction of certain conditions set forth in the Merger Agreement. The contingent consideration is payable in any combination
of cash and Common Stock, with any issuance of Common Stock to be based on the volume-weighted average trading price of the Common Stock for the
ten full trading days ending on, and including the last business day prior to, the applicable date of the release of the contingent payment. The amount of
contingent consideration is based on the achievement of certain contractual milestones or a revenue target. Lastly, the Merger Agreement required a portion
of cash held in escrow at closing to be paid to the former holders of Shareablee securities.

Itzhak Fisher, a member of the Company's Board, is a former director, stockholder and equity award holder of Shareablee. The fair value of Mr. Fisher's
issuable Common Stock and replacement stock options totaled $0.7 million at closing, of which $0.4 million was recognized immediately as stock-based
compensation  expense  and  $0.3  million  was  classified  as  purchase  consideration.  Mr.  Fisher  is  also  eligible  to  receive  $0.3  million  in  contingent
consideration pursuant to the terms described above.

The total consideration paid or payable by the Company related to the Merger was $31.4 million. A summary of the consideration is as follows:

(In thousands)

(1)

Common Stock 
Contingent consideration 
Replacement stock options and restricted stock unit awards
Escrow payable to former stockholders

(2)

Total purchase consideration

Fair Value

25,329 
5,600 
260 
184 
31,373 

$

$

(1)

  Calculated  based  on  7,945,519  shares  of  Common  Stock  issued  upon  closing,  an  estimated  121,360  shares  of  Common  Stock  to  be  issued  upon  completion  of  a  final  working  capital

assessment, and the $3.14 per share closing price of the Company's Common Stock on the Nasdaq Global Select Market on December 16, 2021.
(2)

 Refer to Footnote 2, Summary of Significant Accounting Policies for additional information on the selected valuation technique, and Footnote 7, Fair Value Measurements for inputs in deriving

the fair value as of December 16, 2021. The Company concluded any change in fair value between December 16, 2021 and December 31, 2021 was negligible.

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A summary of the total purchase consideration for Shareablee that was allocated to the acquired assets and liabilities based on their fair value as of the date
of the Merger is as follows:

(In thousands)

Net working capital
Property and equipment, net
Deferred tax liabilities
Other assets and liabilities
Definite-lived intangible assets
Goodwill

Total purchase consideration

December 16, 2021

$

$

(2,212)
4,578 
(2,817)
(22)
12,644 
19,202 
31,373 

The goodwill and intangible assets recorded as a result of the Merger are not deductible for income tax purposes. The goodwill includes the value of the
Shareablee  acquired  workforce,  the  expected  cost  synergies  to  be  realized  by  the  Company  following  the  Merger,  the  opportunity  to  combine  the
Company's digital information with Shareablee's social data and insights to enhance the Company's syndicated product offerings, and the opportunity to sell
Shareablee products to the Company's customer base.

The following table outlines the fair value of the definite-lived intangible assets and the useful life for each type of intangible asset acquired. The intangible
assets are amortized using a straight-line method over the respective useful life of the intangible asset.

(In thousands)

Customer relationships 
Acquired methodologies and technology 

(1)

(1) (2)

Total definite-lived intangible assets

Useful Lives (Years)

Fair Value

5
5

$

$

6,600 
6,044 
12,644 

(1)

  The  fair  values  of  these  assets  are  derived  from  techniques  which  utilize  inputs,  certain  of  which  are  significant  and  unobservable,  that  result  in  classification  as  Level  3  fair  value

measurements. Refer to Footnote 2, Summary of Significant Accounting Policies for additional information on the selected valuation techniques.
(2)

  The  acquisition-date  fair  value  of  acquired  methodologies  and  technology  was  $10.6  million.  The  $6.0  million  recognized  within  intangible  assets,  net  reflects  the  incremental  fair  value

adjustment to $4.6 million of capitalized internal-use software costs recorded at net book value within property and equipment, net as of December 16, 2021.

The  primary  assets  acquired  were  the  developed  methodologies  and  technology,  which  include  a  proprietary  taxonomy  and  analytics  platform  that
processes and repackages information on social media data consumption across four large social media platforms.

The Company incurred professional fees directly attributable to the Merger, primarily consisting of legal fees totaling $0.5 million during 2021. These fees
are reflected in general and administrative expenses in the Consolidated Statements of Operations and Comprehensive Loss.

The financial results of Shareablee were included in the Company's Consolidated Financial Statements from the date of the Merger, December 16, 2021.
For the year ended December 31, 2021, Shareablee contributed revenues of $0.4 million and loss before income tax provision of $1.4 million. The loss
includes  $1.5  million  in  stock-based  compensation  recognized  immediately  following  the  closing  date  pertaining  to  replacement  stock  options  and
restricted stock unit awards issued to Shareablee equity award holders.

Pro forma results of operations for the Merger have not been presented because they are not material to the Company's consolidated results of operations.

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4. Revenue Recognition

The following table presents the Company's revenue disaggregated by solution group, geographical market and timing of transfer of products and services.
The Company attributes revenue to geographical markets based on the location of the customer. The Company has one reportable segment in accordance
with ASC 280, Segment Reporting; as such, the disaggregation of revenue below reconciles directly to its unique reportable segment.

(In thousands)
By solution group:

Digital Ad Solutions
Cross Platform Solutions

Total

By geographical market:

United States
Europe
Latin America
Canada
Other

Total

By timing of revenue recognition:

Products and services transferred over time
Products and services transferred at a point in time

Total

Contract Balances

Years Ended December 31,

2022

2021

2020

212,510  $
163,913 
376,423  $

337,862  $
19,007 
7,843 
7,604 
4,107 
376,423  $

312,723  $
63,700 
376,423  $

221,979  $
145,034 
367,013  $

321,891  $
26,250 
6,952 
7,630 
4,290 
367,013  $

288,439  $
78,574 
367,013  $

213,504 
142,532 
356,036 

310,717 
27,447 
6,275 
7,046 
4,551 
356,036 

278,638 
77,398 
356,036 

$

$

$

$

$

$

The following table provides information about receivables, contract assets, contract liabilities and customer advances from contracts with customers:

(In thousands)
Accounts receivable, net
Current and non-current contract assets
Current contract liabilities
Current customer advances
Non-current contract liabilities

$

As of December 31,

2022

2021

68,457  $
6,736 
52,944 
11,527 
887 

72,059 
4,875 
54,011 
11,613 
1,262 

Current and non-current contract assets as of December 31, 2022 increased from the prior year due primarily to up-front recognition of revenue pertaining
to license fees in connection with a multi-year agreement that will be billed over the contract term.

Significant changes in the current contract liabilities balances are as follows:

(In thousands)

Revenue recognized that was included in the opening contract liabilities balance
Cash received or amounts billed in advance and not recognized as revenue

Years Ended December 31,

2022

2021

$

(49,265) $
48,705 

(52,232)
48,864 

Current contract liabilities as of December 31, 2021 included $2.5 million in contract balances recognized as part of the closing of the acquisition described
in Footnote 3, Business Combination.

Remaining Performance Obligations

As of December 31, 2022, approximately $220 million of revenue is expected to be recognized from remaining performance obligations that are unsatisfied
(or  partially  unsatisfied)  for  non-cancelable  contracts  with  an  original  expected  duration  of  longer  than  one  year.  The  Company  expects  to  recognize
revenue  on  approximately  50%  of  these  remaining  performance  obligations  in  2023,  and  approximately  25%  in  2024,  with  the  remainder  recognized
thereafter.

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5. Convertible Redeemable Preferred Stock and Stockholders' Equity

2021 Issuance of Preferred Stock

On  March  10,  2021  (the  "Closing  Date"),  the  Company  entered  into  separate  Securities  Purchase  Agreements  with  each  of  Charter  Communications
Holding Company, LLC ("Charter"), Qurate Retail, Inc. ("Qurate") and Pine Investor, LLC ("Pine") (the "Securities Purchase Agreements"). The issuance
of  securities  pursuant  to  the  Securities  Purchase  Agreements  (the  "Transactions")  and  related  matters  were  approved  by  the  Company's  stockholders  on
March 9, 2021 and completed on March 10, 2021. At the closing of the Transactions, the Company issued and sold (a) to Charter, 27,509,203 shares of
Preferred  Stock  in  exchange  for  $68.0  million,  (b)  to  Qurate,  27,509,203  shares  of  Preferred  Stock  in  exchange  for  $68.0  million  and  (c)  to  Pine,
27,509,203 shares of Preferred Stock in exchange for $68.0 million. The shares were issued at a par value of $0.001. Net proceeds from the Transactions
totaled $187.9 million after deducting issuance costs.

The Transactions and related agreements include the following rights:

Registration Rights

On the Closing Date, the Company entered into a Registration Rights Agreement (the "RRA") with the holders of the Preferred Stock (together with any
other  party  that  may  become  a  party  to  the  RRA),  pursuant  to  which,  among  other  things,  and  on  the  terms  and  subject  to  certain  limitations  set  forth
therein, the Company was obligated to file a registration statement registering the sale or distribution of shares of Preferred Stock or Common Stock held
by any holder, including any shares of Common Stock acquired by any holder pursuant to the conversion of the Preferred Stock, and any other securities
issued or issuable with respect to any such shares of Common Stock or Preferred Stock by way of share split, share dividend, distribution, recapitalization,
merger, exchange, replacement or similar event or otherwise (the "Registrable Securities"). In addition, pursuant to the RRA, the holders have the right to
require the Company, subject to certain limitations, to effect a sale of any or all of their Registrable Securities by means of an underwritten offering or an
underwritten block trade or bought deal.

On August 30, 2021, the Company filed a registration statement on Form S-3 with respect to the Registrable Securities. The registration statement on Form
S-3 became effective on September 21, 2021.

Conversion Provisions

The Preferred Stock is convertible at the option of the holders at any time into a number of shares of Common Stock based on a conversion rate set in
accordance with the Certificate of Designations of the Preferred Stock. The conversion rate is calculated as the product of (i) the conversion factor and (ii)
the  quotient  of  (A)  the  sum  of  the  initial  purchase  price  and  accrued  dividends  with  respect  to  each  share  of  Preferred  Stock  divided  by  (B)  the  initial
purchase  price.  The  conversion  right  is  subject  to  certain  anti-dilution  adjustments  and  customary  provisions  related  to  partial  dividend  periods.  As  of
December 31, 2022, each share of Preferred Stock was convertible into 1.038542 shares of Common Stock, with such assumed conversion rate scheduled
to return to 1.00 upon payment of accrued dividends on June 30, 2023.

At any time after the fifth anniversary of the Closing Date, the Company may elect to convert all of the outstanding shares of Preferred Stock into shares of
Common  Stock  if  (i)  the  closing  sale  price  of  the  Company's  Common  Stock  is  greater  than  140%  of  the  conversion  price  as  of  such  time,  as  may  be
adjusted pursuant to the Certificate of Designations, for certain periods, and (ii) the pro rata share of an aggregate of $100.0 million in dividends has been
paid with respect to each share of Preferred Stock that was outstanding on the Closing Date and remains outstanding.

As of December 31, 2022, no shares of Preferred Stock have been converted into Common Stock.

Voting Rights

The holders of the Preferred Stock are entitled to vote as a single class with the holders of the Common Stock, with a vote equal to the number of shares of
Common  Stock  into  which  the  Preferred  Stock  could  be  converted,  except  that  the  conversion  rate  for  this  purpose  will  be  equal  to  the  product  of  the
applicable conversion factor and 0.98091271. Each holder of Preferred Stock is subject to a voting threshold, which limits such holder's voting rights in the
event that the holder's Preferred Stock represents voting rights that exceed 16.66% of the Company's Common Stock (including the Preferred Stock on an
as-converted basis).

Dividend Rights

The holders of Preferred Stock are entitled to participate in all dividends declared on the Common Stock on an as-converted basis and are also entitled to a
cumulative dividend at the rate of 7.5% per annum, payable annually in arrears (on June 30 of each year) and subject to increase under certain specified
circumstances. The annual dividend accrues on a daily basis from and including the issuance date of such shares, whether or not declared. In the event the
annual dividends are not paid in cash on the annual payment date, the dividends otherwise payable on such date shall continue to accrue and cumulate at a
rate of 9.5% per annum, until such failure is cured.

In addition, the holders of Preferred Stock are entitled to request, and the Company will take all actions reasonably necessary to pay, a one-time dividend
("Special Dividend") equal to the highest dividend that the Company's Board determines can be paid at the applicable time (or a lesser amount agreed upon
by the holders), subject to additional conditions and limitations set forth in a Stockholders Agreement entered into by the Company and the holders on the
Closing Date (the "Stockholders Agreement"). As set forth in the Stockholders Agreement, the Company may be obligated to obtain debt financing in order
to effectuate the Special Dividend.

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On June 30, 2022, in accordance with the Certificate of Designations of the Preferred Stock, the Company paid cash dividends totaling $15.5 million to the
holders  of  the  Preferred  Stock,  representing  dividends  accrued  for  the  period  from  June  30,  2021  through  June  29,  2022.  The  next  scheduled  dividend
payment date for the Preferred Stock is June 30, 2023. As of December 31, 2022, accrued dividends to holders of the Preferred Stock totaled $7.9 million.

Anti-Dilution Adjustments

The Preferred Stock is subject to anti-dilution adjustment upon the occurrence of certain events, including issuance of certain dividends or distributions to
holders of Common Stock, split or combination of Common Stock, reclassification of Common Stock into a greater or lesser number of shares, or certain
repurchases of Common Stock, subject to limitations set forth in the Certificate of Designations.

Liquidation Preference and Change of Control Provisions

The Preferred Stock ranks senior to the Common Stock with respect to dividend rights and rights on the distribution of assets in the event of a liquidation,
dissolution or winding up of the affairs of the Company, and ranks junior to secured and unsecured indebtedness. The Preferred Stock has a liquidation
preference equal to the higher of (i) the initial purchase price, increased by accrued dividends per share, and (ii) the amount per share of Preferred Stock
that a holder would have received if such holder, immediately prior to such liquidation, dissolution or winding up of the affairs of the Company, converted
such share into Common Stock.

The Preferred Stock includes a change of control put option which allows the holders of the Preferred Stock to require the Company to repurchase such
holders' shares at a purchase price equal to the initial purchase price, increased by accrued dividends. The change of control put option was determined to
be a derivative liability under ASC 815, Derivatives and Hedging. As of December 31, 2022, the probability of a change of control was determined to be
remote,  and  the  fair  value  of  the  change  of  control  derivative  was  determined  to  be  negligible.  To  the  extent  the  holders  of  the  Preferred  Stock  do  not
exercise the put option in a covered change of control, the Company has the right to redeem the remaining Preferred Stock at a redemption price equal to
the initial purchase price, increased by accrued dividends.

As described above, the Preferred Stock is contingently redeemable upon certain deemed liquidation events, such as a change in control. Because a deemed
liquidation  event  could  constitute  a  redemption  event  outside  of  the  Company's  control,  all  shares  of  Preferred  Stock  have  been  presented  outside  of
permanent equity in mezzanine equity on the Consolidated Balance Sheets.

2019 Issuance and Sale of Common Stock and Warrants

On  June  23,  2019,  the  Company  entered  into  a  Securities  Purchase  Agreement  with  CVI  Investments,  Inc.  ("CVI"),  pursuant  to  which  CVI  agreed  to
purchase (i) 2,728,513 shares of Common Stock (the "Initial Shares"), at a price of $7.33 per share and (ii) Series A Warrants, Series B-1 Warrants, Series
B-2 Warrants and Series C Warrants, for aggregate gross proceeds of $20.0 million (the "Private Placement"). The Private Placement closed on June 26,
2019 (the "CVI Closing Date"). The Series B-1 Warrants and Series B-2 Warrants expired in 2020.

The Series C Warrants were exercised on October 10, 2019. As a result of this exercise, the Company issued 2,728,513 shares of Common Stock to CVI on
October 14, 2019. In addition, the number of shares issuable under the Series A Warrants was increased by 2,728,513.

The Series A Warrants are exercisable by the holders for a period of five years from the CVI Closing Date and are currently exercisable into 5,457,026
shares of Common Stock, which is equal to the Initial Shares plus the number of shares issued pursuant to the exercise of the Series C Warrants (described
above). The exercise price for the Series A Warrants was $12.00 upon issuance but was subsequently adjusted, as described below. The Series A Warrants
may be exercised for cash or through a net settlement feature under certain circumstances.

The  exercise  price  for  the  Series  A  Warrants  is  subject  to  anti-dilution  adjustment  in  certain  circumstances,  including  upon  certain  issuances  of  capital
stock. Upon the issuance of the Preferred Stock, the Company adjusted the exercise price of the Series A Warrants from $12.00 to $2.4719 per share, the
closing price of the Transactions.

CVI will not have the right to exercise any warrant that would result in CVI beneficially owning more than 4.99% of the outstanding Common Stock after
giving effect to such exercise. CVI has the right, in its discretion, to raise this threshold up to 9.99% with 60 days' notice to the Company. In addition, if
and to the extent the exercise of any warrants would, together with the issuances of the Initial Shares and the shares issued pursuant to the exercise of any
other warrants, result in the issuance of 20.0% or more of the outstanding Common Stock of the Company on the CVI Closing Date (the "Exchange Cap"),
the Company intends to, in lieu of issuing such shares, settle the obligation to issue such shares in cash.

The estimated fair value of the warrants as of December 31, 2022 was $0.7 million. Refer to Footnote 7, Fair Value Measurements, for further information.

2013 Stock Option/Issuance Plan

On December 16, 2021, the Company assumed certain equity awards outstanding under the Shareablee, Inc. 2013 Stock Option/Stock Issuance Plan (the
"2013  Plan")  in  connection  with  the  acquisition  of  Shareablee  described  in  Footnote 3,  Business  Combination.  Under  the  2013  Plan,  as  amended  and
restated, the Company may grant to certain eligible participants option rights and restricted stock units up to 4,500,000 shares of Shareablee common stock.
These shares are converted into shares of the Company's Common Stock at a conversion rate of one Shareablee share to 0.330437 shares of the Company.
The aggregate number of shares of Common Stock available will be reduced by one share of Common Stock for every one share of Common Stock subject
to an award granted under the 2013 Plan. If any award granted under the 2013

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Plan  (in  whole  or  in  part)  is  cancelled  or  forfeited,  expires,  is  unvested  and  repurchased  in  cash,  or  otherwise  unearned,  the  shares  of  Common  Stock
subject  to  such  award  will,  to  the  extent  of  such  cancellation,  forfeiture,  expiration,  or  repurchase  in  cash,  again  be  available  at  a  rate  of  one  share  of
Common Stock for every one share of Common Stock subject to such award. The Company registered the securities issuable under the 2013 Plan with the
SEC on December 23, 2021. The maximum number of shares of the Company's Common Stock available for future issuance under the 2013 Plan as of
December 31, 2022 (excluding outstanding awards) is 176,435.

2018 Equity and Incentive Compensation Plan

The  Company's  stockholders  approved  the  2018  Equity  and  Incentive  Compensation  Plan  (the  "2018  Plan")  at  the  Company's  2018  Annual  Meeting,
approved an amendment and restatement of the 2018 Plan at the Company's 2020 Annual Meeting, and approved a further amendment of the 2018 Plan at
the Company's 2022 Annual Meeting. Under the 2018 Plan, as amended, the Company may grant option rights, appreciation rights, restricted stock awards,
restricted stock units, performance shares and performance units up to 27,850,000 shares of Common Stock. The aggregate number of shares of Common
Stock  available  will  be  reduced  by:  (i)  one  share  of  Common  Stock  for  every  one  share  of  Common  Stock  subject  to  an  award  of  option  rights  or
appreciation rights granted under the 2018 Plan and (ii) two shares of Common Stock for every one share of Common Stock subject to an award other than
option rights or appreciation rights granted under the 2018 Plan. If any award granted under the 2018 Plan (in whole or in part) is canceled or forfeited,
expires, is settled in cash, or is unearned, the shares of Common Stock subject to such award will, to the extent of such cancellation, forfeiture, expiration,
cash settlement, or unearned amount, again be available at a rate of one share of Common Stock for every one share of Common Stock subject to awards of
option rights or appreciation rights and two shares of Common Stock for every one share of Common Stock subject to awards other than of option rights or
appreciation  rights.  The  Company  registered  the  securities  under  the  2018  Plan  with  the  SEC  effective  June  1,  2018.  The  maximum  number  of  shares
available for future issuance under the 2018 Plan as of December 31, 2022 (excluding outstanding awards) is 5,693,104.

Stock Options

The  Company's  Compensation  Committee  approved  and  awarded  948,000  and  50,000  options  for  the  years  ended  December  31,  2022  and  2020
respectively, under the 2018 Plan to employees and consultants. No options were approved and awarded for the year ended December 31, 2021 under the
2018 Plan.

The fair values of options at the date of grant, or when assumed by the Company, were estimated using the Black-Scholes option pricing model utilizing the
following assumptions:

(1)

Dividend yield 
Expected volatility 
Risk-free interest rate 
Expected life of options (in years) 

(2)

(3)

(4)

Years Ended December 31,

2022

0.0%
68.2% - 69.2%
3.2% - 4.2%
6.18 - 6.25

2021

0.0%
33.2 - 72.4%
0.1% -1.4%
0.25 - 9.81

2020

0.0%
57.0%
1.0%
6.00

(1)

(2)

 The Company has never declared or paid a cash dividend on its Common Stock and has no plans to pay cash dividends on Common Stock in the foreseeable future.
 Volatility is a measure of the amount by which a financial variable such as a share price has fluctuated (historical volatility) or is expected to fluctuate (expected volatility) during a period. The

Company considered the historical volatility of its stock price over a term similar to the expected life of the options in determining expected volatility.
(3)

 The Company used rates on the grant date of zero-coupon government bonds with maturities over periods covering the term of the awards, converted to continuously compounded forward

rates.
(4)

 This is the period of time that the options granted are expected to remain outstanding. Options under the Company's plans generally have a contractual term of 10 years and generally must be

exercised within 30 to 90 days following termination of service.

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A summary of options granted, exercised, forfeited and expired during the years ended December 31, 2022, 2021 and 2020 is included below:

Options outstanding as of December 31, 2019

Options granted
Options exercised
Options forfeited
Options expired

Options outstanding as of December 31, 2020
(1)

Options assumed 
Options expired

Options outstanding as of December 31, 2021

Options granted
Options exercised
Options forfeited
Options expired

Options outstanding as of December 31, 2022
Options exercisable as of December 31, 2022

Number of
Shares

Weighted-Average
Exercise Price

1,538,967  $
50,000 
(75,000)
(60,000)
(456,775)
997,192  $
988,869 
(203,006)
1,783,055  $
948,000 
(96,955)
(62,284)
(287,829)
2,283,987  $
1,131,404  $

11.27 
3.67 
1.89 
5.38 
15.92 
9.82 
1.17 
14.83 
4.45 
2.50 
1.35 
7.33 
14.57 
2.42 
2.59 

(1)

 Excludes 17,514 stock options settled in cash in lieu of the issuance of Common Stock of the Company.

The following table summarizes information about options outstanding, and exercisable, as of December 31, 2022:

Options Outstanding

Options Exercisable

Range of Exercise Prices
$0.57 - $2.50
$3.21 - $5.38
$20.11
$40.80

Options Outstanding

1,823,627  $
440,935 
13,368 
6,057 
2,283,987  $

Weighted
Average
Exercise
Price

Weighted
Average
Remaining
Contractual
Life (Years)

1.84 
3.76 
20.11 
40.80 
2.42 

Options
Exercisable

676,111  $
435,868 
13,368 
6,057 
1,131,404  $

7.98
6.40
0.62
1.62
7.62

Weighted
Average
Exercise
Price

Weighted
Average
Remaining
Contractual
Life (Years)

1.15 
3.75 
20.11 
40.80 
2.59 

5.83
6.37
0.62
1.62
5.96

The intrinsic value of exercised stock options is calculated based on the difference between the exercise price and the quoted market price of the Company's
Common Stock as of the close of the exercise date. The aggregate intrinsic value for options exercised was $0.1 million, zero and $0.1 million for the years
ended December 31, 2022, 2021 and 2020, respectively. The aggregate intrinsic value for all options exercisable was $0.1 million, $0.5 million and zero
under the Company's stock plans as of December 31, 2022, 2021 and 2020, respectively. The aggregate intrinsic value for all options outstanding was $0.1
million, $2.2 million and zero under the Company's stock plans as of December 31, 2022, 2021 and 2020, respectively.

As of December 31, 2022, the total unrecognized compensation expense related to outstanding, but not yet exercisable, options is $1.7 million, which the
Company expects to recognize over a weighted-average vesting period of approximately 3.4 years.

Stock Awards

The Company's outstanding stock awards are comprised of RSUs, including time-based, performance-based and market-based RSUs.

During 2022, the Company's Compensation Committee (or Board of Directors, as applicable) approved and awarded 1,738,592 time-based RSUs (of which
679,304 RSUs related to the settlement of an accrued 2021 annual incentive plan liability and vested immediately) and 620,000 market-based RSUs under
the 2018 Plan to employees of the Company. The market-based RSUs vest over 10 years and are contingent on certain stock-price hurdles.

During 2021, the Company's Compensation Committee (or Board of Directors, as applicable) approved and awarded 2,464,694 time-based RSUs (of which
1,413,290  RSUs  related  to  the  settlement  of  an  accrued  2020  annual  incentive  plan  liability  and  vested  immediately)  and  2,127,920  performance-based
RSUs under the 2018 Plan to employees and directors of the Company. The performance-based RSUs pertained to awards approved by the Company's
Board  of  Directors  as  part  of  the  Transactions  on  January  7,  2021,  which  awards  included  the  closing  of  the  Transactions  as  an  implied  performance
condition. Of these performance-based RSUs, 772,686 vested immediately upon the closing of the Transactions. The remaining performance-based RSUs
generally vest after one to three years contingent on continued service.

On December 16, 2021, the Company assumed all outstanding RSUs representing the right to receive shares of Shareablee common stock as part of the
Merger. Each assumed Shareablee RSU was converted into 0.330437 RSUs of the Company, resulting in 55,702 RSUs of the

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Company. Each assumed Shareablee RSU is otherwise subject to the same terms and conditions (including as to vesting and issuance) as were applicable
under the respective Shareablee RSU immediately prior to the Merger.

During 2020, the Company's Compensation Committee approved and awarded 634,570 time-based RSUs (of which 610,590 RSUs related to the settlement
of an accrued 2019 annual incentive plan liability and vested immediately).

A summary of the stock awards granted, vested and forfeited during the years ended December 31, 2022, 2021 and 2020 is presented as follows. RSU
awards with undelivered shares are classified as unvested until the date of delivery of the shares.

Unvested Stock Awards
Unvested as of December 31, 2019

Granted
Vested
Forfeited

Unvested as of December 31, 2020

Granted
Assumed
Vested
Forfeited

Unvested as of December 31, 2021

Granted
Vested
Forfeited

Unvested as of December 31, 2022

Restricted
Stock Units

Weighted
Average
Grant-Date Fair
Value

2,660,236  $
634,570 
(1,363,152)
(106,417)
1,825,237  $
4,592,614 
55,702 
(2,362,963)
(80,347)
4,030,243  $
2,358,592 
(1,493,121)
(251,095)
4,644,619  $

8.42 
3.66 
7.22 
20.02 
6.99 
3.13 
3.14 
4.68 
13.53 
3.76 
2.04 
4.01 
6.04 
2.69 

The aggregate intrinsic value for all unvested RSUs outstanding was $5.4 million, $13.5 million, and $4.5 million as of December 31, 2022, 2021, and
2020, respectively.

As of December 31, 2022, total unrecognized compensation expense related to unvested RSUs was $3.6 million, which the Company expects to recognize
over a weighted-average vesting period of approximately 3.9 years.

6. Debt

Revolving Credit Agreement

On  May  5,  2021,  the  Company  entered  into  a  senior  secured  revolving  credit  agreement  (the  "Revolving  Credit  Agreement")  among  the  Company,  as
borrower,  certain  subsidiaries  of  the  Company,  as  guarantors,  Bank  of  America  N.A.,  as  administrative  agent  (in  such  capacity,  the  "Agent"),  and  the
lenders from time to time party thereto.

The  Revolving  Credit  Agreement  had  an  original  borrowing  capacity  equal  to  $25.0  million  and  bore  interest  on  borrowings  at  a  Eurodollar  Rate  (as
defined in the Revolving Credit Agreement) that was based on LIBOR. The Company may also request the issuance of letters of credit under the Revolving
Credit  Agreement  in  an  aggregate  amount  up  to  $5.0  million,  which  reduces  the  amount  of  available  borrowings  by  the  amount  of  such  issued  and
outstanding letters of credit. The facility has a maturity of three years from the closing date of the agreement.

On  February  25,  2022,  the  Company  entered  into  an  amendment  (the  "2022  Amendment")  to  the  Revolving  Credit  Agreement  to  expand  its  aggregate
borrowing  capacity  from  $25.0  million  to  $40.0  million.  The  2022  Amendment  also  replaced  the  Eurodollar  Rate  with  a  SOFR-based  interest  rate  and
modified the Applicable Rate definition in the Revolving Credit Agreement to increase the Applicable Rate payable on SOFR-based loans to 2.50%.

The 2022 Amendment also modified certain financial covenants under the Revolving Credit Agreement. As of December 31, 2022, the Revolving Credit
Agreement required the Company to maintain:

• minimum Consolidated EBITDA (as defined in the Revolving Credit Agreement) of not less than $20.0 million for the most recently ended four

fiscal quarter period, tested as of the last day of each fiscal quarter ending on or before December 31, 2022;

•

•

a minimum Consolidated Asset Coverage Ratio (as defined in the Revolving Credit Agreement) of not less than 1.5 to 1.0, tested as of the last day
of each fiscal quarter ending on or before December 31, 2022; and

a minimum Consolidated Fixed Charge Coverage Ratio (as defined in the Revolving Credit Agreement) of not less than 1.25 to 1.0 for the most
recently ended four fiscal quarter period, tested as of the last day of each fiscal quarter ending on or after March 31, 2023.

On February 24, 2023, the Company entered into an additional amendment (the "2023 Amendment") to the Revolving Credit Agreement that modified the
financial covenants set forth above, introduced a minimum liquidity covenant, and increased the Applicable Rate payable on SOFR-based loans. Refer to
Footnote 16, Subsequent Events for additional information about the 2023 Amendment.

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The Revolving Credit Agreement contains restrictive covenants that limit the Company's ability to, among other things, incur additional indebtedness or
liens,  make  investments  and  loans,  enter  into  mergers  and  acquisitions,  make  or  declare  dividends  and  other  payments,  enter  into  certain  contracts,  sell
assets  and  engage  in  transactions  with  affiliates.  The  Revolving  Credit  Agreement  is  also  subject  to  customary  events  of  default,  including  a  change  in
control. If an event of default occurs and is continuing, the Agent or the Required Lenders may accelerate any amounts outstanding and terminate lender
commitments. The Company was in compliance with the covenants under the Revolving Credit Agreement as of December 31, 2022.

The  Revolving  Credit  Agreement  is  guaranteed  by  the  Company  and  its  domestic  subsidiaries  (other  than  Excluded  Subsidiaries  (as  defined  in  the
Revolving Credit Agreement)) and is secured by a first lien security interest in substantially all assets of the Company and its domestic subsidiaries (other
than Excluded Subsidiaries), subject to certain customary exclusions.

As of December 31, 2022, the Company had outstanding borrowings of $16.0 million, and issued and outstanding letters of credit of $3.4 million, under the
amended Revolving Credit Agreement, with remaining borrowing capacity of $20.6 million.

Senior Secured Convertible Notes and Financing Derivatives

During  2018,  the  Company  entered  into  certain  agreements  with  funds  affiliated  with  or  managed  by  Starboard  Value  LP  (collectively,  "Starboard"),
pursuant to which the Company issued and sold to Starboard a total of $204.0 million in Notes, as well as warrants to purchase shares of the Company's
Common Stock. The warrants were exercised in full by Starboard in 2019.

The Notes contained, among other features, an interest rate reset feature which the Company determined represented an embedded derivative that must be
bifurcated  and  accounted  for  separately  from  the  Notes.  This  feature  reset  the  interest  rate  on  the  Notes  based  on  the  trading  price  of  the  Company's
Common Stock.

Interest  on  the  Notes  was  payable  on  a  quarterly  basis  in  arrears,  at  the  option  of  the  Company,  in  cash,  or,  subject  to  certain  conditions,  through  the
issuance  by  the  Company  of  additional  shares  of  Common  Stock  ("PIK  Interest  Shares").  On  January  25,  2021,  the  Company  paid  quarterly  accrued
interest of $6.1 million through the issuance of 2,802,454 PIK Interest Shares.

In connection with the Transactions described in Footnote 5, Convertible Redeemable Preferred Stock and Stockholders' Equity, the Company used cash
proceeds of $204.0 million from the issuance of shares of its Preferred Stock to extinguish the Notes and related financing derivatives on March 10, 2021.
The Company also issued 3,150,000 additional shares to Starboard (the "Conversion Shares"), as additional creditor consideration, which were valued at
$9.6 million. Lastly, the Company paid interest accrued of $4.7 million for the period from January 1, 2021 to March 10, 2021 through the issuance of
1,363,327 PIK Interest Shares.

The Company recorded a loss on extinguishment of the Notes of $9.3 million for the three months ended March 31, 2021.

Failed Sale-Leaseback Transaction

In  June  2019,  the  Company  entered  into  a  sale-leaseback  arrangement  with  a  vendor  to  provide  $4.3  million  in  cash  proceeds  for  previously  acquired
computer and other equipment. The arrangement was repayable over a 24-month term for total consideration of $4.8 million, with control of the equipment
transferring to the vendor at the end of the leaseback term. The leaseback would have been classified as a financing lease. The transaction was deemed a
failed  sale-leaseback  and  was  accounted  for  as  a  financing  arrangement.  Repayments  were  allocated  between  interest  expense  and  a  reduction  of  the
financing liability, and the assets continued to depreciate over their useful lives.

In  June  2021,  the  Company  extended  the  sale-leaseback  arrangement  for  an  additional  24-month  term.  The  leaseback  extension  continued  to  meet  the
criteria to be accounted for as a financing arrangement. The present value of cash flows after the extension differed by more than 10% from the present
value  of  the  remaining  cash  flows  immediately  prior  to  the  extension.  Therefore,  the  Company  concluded  the  extension  should  be  accounted  for  as  an
extinguishment of the existing financing liability. The fair value of the new financing liability as of June 30, 2021 was $0.9 million, which was estimated
using an income approach and a discount rate of 7.5%.

The financing liability is included within other current and other non-current liabilities on the Consolidated Balance Sheet as of December 31, 2022, with
$0.3 million classified as current and none classified as non-current.

Remaining future cash payments related to the financing liability under the failed sale-leaseback transaction total $0.3 million as of December 31, 2022,
and are scheduled to be paid in monthly installments through June 2023.

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7. Fair Value Measurements

Fair Value Measurements on a Recurring Basis

The Company's financial instruments measured at fair value in its Consolidated Balance Sheets on a recurring basis consist of the following:

(In thousands)
Assets

Money market funds 

(1)

Liabilities

(2)

Warrants liability 
Contingent consideration liability 
Total

(3)

As of
December 31, 2022

As of
December 31, 2021

Level 1

Level 2

Level 3

Total

Level 1

Level 2

Level 3

Total

2,455  $

—  $

—  $

2,455  $

2,429  $

—  $

—  $

2,429 

—  $
— 
—  $

—  $

8,158 
8,158  $

718  $
— 
718  $

718  $

8,158 
8,876  $

—  $
— 
—  $

—  $
— 
—  $

10,520  $
5,600  $
16,120  $

10,520 
5,600 
16,120 

$

$

$

(1)

  Level  1  cash  equivalents  are  invested  in  money  market  funds  that  are  intended  to  maintain  a  stable  net  asset  value  of  $1.00  per  share  by  investing  in  liquid,  high  quality  U.S.  Dollar-

denominated money market instruments with maturities less than three months.
(2)

 Warrants liability includes only the Series A warrants as of December 31, 2022 and 2021.
 The contingent consideration was recognized as part of the acquisition described in Footnote 3, Business Combination. The current and non-current portions of the contingent consideration are

(3)

$7.1 million and $1.0 million, respectively, and are classified within other current and non-current liabilities in the Consolidated Balance Sheets.

The elimination of the option pricing model used to value the contingent consideration liability reflected a change in the Company's valuation technique
during the three months ended June 30, 2022. There were no other changes to the Company's valuation techniques or methodologies during the years ended
December 31, 2022 or 2021, respectively.

The following tables present the changes in the Company's recurring Level 3 fair value measurements for the warrants liability, contingent consideration,
financing derivatives and interest make-whole derivative for the years ended December 31, 2022 and 2021:

(In thousands)

Balance as of December 31, 2020

Total (gain) loss included in other income (expense), net 
Settlement or derecognition upon extinguishment of host debt
Initial recognition and measurement

(1)

Balance as of December 31, 2021

Total gain included in other income (expense), net 
Total loss recognized due to remeasurement 
Transfer to Level 2 

(2)

(1)

(1)

Balance as of December 31, 2022

Warrants Liability

Contingent
Consideration
Liability

Financing Derivatives

Interest Make-whole
Derivative

$

$

$

2,831  $
7,689 
— 
— 
10,520  $
(9,802)
— 
— 
718  $

—  $
— 
— 
5,600 
5,600  $
— 
2,348 
(7,948)

—  $

11,300  $
(1,800)
(9,500)
— 
—  $
— 
— 
— 
—  $

871 
150 
(1,021)
— 
— 
— 
— 
— 
— 

(1)

(2)

 All gains and losses were recorded in other income (expense), net in the Consolidated Statements of Operations and Comprehensive Loss.
 The transfer was due to the resolution of the contingency regarding the amount of consideration payable during the three months ended June 30, 2022. Transfers between levels of the fair value

hierarchy are recognized at the beginning of the reporting period.

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The following table displays the valuation technique and the significant inputs, certain of which are unobservable, for the Company's Level 3 liabilities that
existed as of December 31, 2022 and 2021 that are measured at fair value on a recurring basis.

Valuation Technique

Significant Inputs

December 31, 2022

December 31, 2021

Fair value measurements

Warrants liability

Option pricing

Contingent consideration liability

Combination 

(1)

Stock price
Exercise price
Volatility
Term
Risk-free rate

Product credit
Revenue volatility
Risk premium
Term
Cost of debt

$1.16
$2.47
65.0%
1.49 years
4.6%

—
—
—
—
—

$3.34
$2.47
85.0%
2.49 years
0.9%

$10.7 million
21.0%
8.4%
1.04 years
4.4%

(1) 

The selected weightings for the option pricing model and discounted cash flow model outcomes were 70.0% and 30.0% respectively, as of December 31, 2021. The contingent consideration
liability was transferred to Level 2 in 2022 and therefore, input and weightings are not applicable as of December 31, 2022. Refer to Footnote 2, Summary of Significant Accounting Policies for
further information on the valuation technique.

The primary sensitivities in the valuation of the warrants liability are driven by the price and expected volatility of the Company's Common Stock at the
valuation date.

The primary sensitivities in the valuation of contingent consideration model are driven by forecasted performance and the selected weighting of the model.
The primary sensitivities in the discounted cash flow model are the cost of debt and the selected weighting of the model.

Fair Value Measurements on a Nonrecurring Basis

For the year ended December 31, 2022, the Company recorded a goodwill impairment charge of $46.3 million. Refer to Footnote 10, Goodwill for further
details.  The  remeasurement  of  goodwill  is  classified  as  a  non-recurring  Level  3  fair  value  assessment  due  to  the  significance  of  unobservable  inputs
developed in the determination of the fair value. The Company used a discounted cash flow model to determine the estimated fair value of the reporting
unit. The Company made estimates and assumptions regarding future cash flows, discount rates, long-term growth rates and market values to determine the
reporting unit's estimated fair value. It is possible that future changes in such circumstances, or in the variables associated with the judgments, assumptions
and estimates used in assessing the fair value of the reporting unit, would require the Company to record additional non-cash impairment charges.

8. Property and Equipment

(In thousands)

Computer equipment
Capitalized internal-use software
Leasehold improvements
Computer software (including software license arrangements of $1,365 in 2022 and $1,072 in 2021)
Finance leases
Office equipment, furniture, and other

Total property and equipment

Less: accumulated depreciation and amortization (including software license arrangements of $1,243 in 2022 and $1,072
in 2021)

Total property and equipment, net

As of December 31,

2022

2021

64,653  $
72,672 
15,456 
8,400 
9,918 
5,164 
176,263 

(139,896)

36,367  $

85,847 
55,428 
15,594 
8,864 
8,886 
5,347 
179,966 

(143,515)
36,451 

$

$

For  the  years  ended  December  31,  2022,  2021,  and  2020,  depreciation  expense  was  $16.8  million,  $15.8  million  and  $14.1  million,  respectively.  In
addition,  amortization  expense  from  finance  leases  was  $2.4  million,  $2.2  million  and  $1.7  million  for  the  years  ended  December  31,  2022,  2021,  and
2020, respectively.

Of the Company's property and equipment, net, 98% was located in the United States as of December 31, 2022 and 2021.

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9. Leases

The Company has operating leases for real estate and finance leases for computer equipment and automobiles. These leases have remaining lease terms of
one year to five years, some of which include options to extend the leases for up to five years, and some of which include options to terminate the leases
within one year. As of December 31, 2022, the weighted average remaining lease term for the Company's finance leases and operating leases was 1.6 years
and 4.4 years, respectively. As of December 31, 2022, the weighted average discount rate for the Company's finance leases and operating leases was 9.4%
and 11.3%, respectively.

The components of lease cost were as follows:

(In thousands)
Finance lease cost

Amortization of right-of-use assets
Interest on lease liabilities

Total finance lease cost

Operating lease cost
Fixed lease cost
Short-term lease cost
Variable lease cost
Sublease income

Total operating lease cost

Years Ended December 31,

2022

2021

2020

$

$

$

$

2,364  $
338 
2,702  $

11,174  $
150 
1,369 
(2,572)
10,121  $

2,188  $
440 
2,628  $

11,212  $
336 
1,622 
(2,530)
10,640  $

Lease costs, net of sublease income, are reflected in the Consolidated Statements of Operations and Comprehensive Loss as follows:

(In thousands)
Amortization of right-of-use assets

Cost of revenues
Selling and marketing
Research and development
General and administrative

Total amortization of right-of-use assets

Operating lease cost
Cost of revenues
Selling and marketing
Research and development
General and administrative

Total operating lease cost

Years Ended December 31,

2022

2021

2020

$

$

$

$

1,747  $
263 
216 
138 
2,364  $

3,030  $
3,391 
2,382 
1,318 
10,121  $

1,617  $
243 
200 
128 
2,188  $

3,126  $
3,461 
2,367 
1,686 
10,640  $

1,652 
501 
2,153 

12,057 
824 
1,926 
(2,579)
12,228 

1,212 
176 
175 
89 
1,652 

3,532 
4,009 
2,609 
2,078 
12,228 

Maturities of operating and finance lease liabilities as of December 31, 2022 were as follows:

(In thousands)
2023
2024
2025
2026
2027
Thereafter

Total lease payments

Less: imputed interest

Total lease liabilities

Less: current lease liabilities
Total non-current lease liabilities

Operating Leases

Finance Leases

$

$

11,296  $
10,291 
9,745 
9,881 
5,709 
80 
47,002 
(9,775)
37,227 
(7,639)
29,588  $

1,900 
1,153 
— 
— 
— 
— 
3,053 
(201)
2,852 
(1,808)
1,044 

As of December 31, 2022, the Company subleases six real estate properties. One sublease has a non-cancelable term of less than one year. The remaining
five subleases are non-cancelable and have remaining lease terms of one year to five years. None of these subleases contain any

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options to renew or terminate the sublease agreement. Future expected cash receipts from these subleases as of December 31, 2022 were as follows:

(In thousands)
2023
2024
2025
2026
2027
Thereafter

Total expected sublease receipts

10. Goodwill and Intangible Assets

Sublease Receipts

$

$

1,791 
1,686 
1,566 
1,537 
825 
— 
7,405 

In 2022, the Company concluded that it was more likely than not that the estimated fair value of its reporting unit was less than its carrying value. In its
assessment, the Company considered the decline in the Company's stock price and market capitalization, among other factors. Accordingly, in conjunction
with its annual test as of October 1, 2022, the Company performed a quantitative goodwill impairment test as of September 30, 2022, relying in part on the
work  of  an  independent  valuation  firm  engaged  by  the  Company  to  provide  inputs  as  to  the  fair  value  of  the  reporting  unit  and  to  assist  in  the  related
calculations and analysis.

The fair value of the reporting unit was determined using a discounted cash flow model, supported by a market value approach. The Company's reporting
unit failed the goodwill impairment test and as a result, the Company recorded a $46.3 million impairment charge.

The change in the carrying value of goodwill is as follows:

(In thousands)
Balance as of December 31, 2020

Goodwill recognized from acquisition
Translation adjustments

Balance as of December 31, 2021

Translation adjustments
Impairment charge

Balance as of December 31, 2022

$

$

$

418,327 
19,202 
(1,818)
435,711 
(1,438)
(46,300)
387,973 

The carrying values of the Company's definite-lived intangible assets are as follows:

(In thousands)

Acquired methodologies and technology
Customer relationships
Intellectual property
Acquired software
Panel
Trade names
Other

Total intangible assets

As of

December 31, 2022

As of

December 31, 2021

Gross
Carrying
Amount

Accumulated
Amortization

Net
Carrying
Amount

Gross
Carrying
Amount

Accumulated
Amortization

Net
Carrying
Amount

$

$

154,388  $
46,557 
14,356 
9,765 
3,084 
753 
600 
229,503  $

(147,887) $
(40,932)
(13,633)
(9,287)
(3,084)
(753)
(600)
(216,176) $

6,501  $
5,625 
723 
478 
— 
— 
— 
13,327  $

154,436  $
46,680 
14,377 
9,287 
3,134 
753 
600 
229,267  $

(126,743) $
(35,586)
(13,219)
(9,287)
(3,134)
(753)
(600)
(189,322) $

27,693 
11,094 
1,158 
— 
— 
— 
— 
39,945 

Amortization expense related to intangible assets was $27.1 million, $25.0 million, and $27.2 million for the years ended December 31, 2022, 2021, and
2020, respectively.

Of the Company's definite-lived intangible assets, net, substantially all were generated by or located in the United States as of December 31, 2022 and
2021.

The weighted-average remaining amortization period by major asset class as of December 31, 2022 is as follows:

Acquired methodologies and technology
Acquired software
Customer relationships
Intellectual property

74

(In years)

3.0
2.0
3.8
1.7

 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

The estimated future amortization of intangible assets is as follows:

2023
2024
2025
2026
Thereafter

Total

11. Accrued Expenses

 (In thousands)

Accrued data costs
Payroll and payroll-related
Professional fees
Restructuring accrual
Other

Total accrued expenses

12. Commitments and Contingencies

Commitments

(In thousands)

$

$

As of December 31,

2022

2021

$

$

18,515  $
15,118 
2,410 
1,288 
6,062 
43,393  $

5,213 
3,057 
2,529 
2,528 
— 
13,327 

18,116 
16,272 
2,978 
— 
7,898 
45,264 

The  Company  has  certain  long-term  contractual  arrangements  that  have  fixed  and  determinable  payment  obligations  including  unconditional  purchase
obligations with MVPDs and other providers for set-top box and connected (Smart) television data. These agreements have remaining terms from one to
eight  years.  As  of  December  31,  2022,  the  total  fixed  payment  obligations  related  to  set-top  box  and  connected  television  data  agreements  are  $299.7
million and $8.3 million, respectively. The information set forth below summarizes the contractual obligations, by year, as of December 31, 2022:

2023
2024
2025
2026
2027
Thereafter

Total

(In thousands)

36,111 
29,966 
29,756 
37,006 
37,506 
137,699 
308,044 

$

$

In addition, the Company expects to make variable payments related to a set-top box data agreement totaling an estimated $8.8 million by the end of 2023.

Contingencies

The  Company  is  involved  in  various  legal  proceedings  from  time  to  time.  The  Company  establishes  reserves  for  specific  legal  proceedings  when
management determines that the likelihood of an unfavorable outcome is probable, and the amount of loss can be reasonably estimated. The Company has
also  identified  certain  other  legal  matters  where  an  unfavorable  outcome  is  reasonably  possible  and/or  for  which  no  estimate  of  possible  losses  can  be
made. In these cases, the Company does not establish a reserve until it can reasonably estimate the loss. Legal fees are expensed as incurred. The outcomes
of legal proceedings are inherently unpredictable, subject to significant uncertainties, and could be material to the Company's operating results and cash
flows for a particular period.

Current Matters

The Company is, and may become, a party to a variety of legal proceedings from time to time that arise in the normal course of the Company's business.
While the results of such legal proceedings cannot be predicted with certainty, management believes that, based on current knowledge, the final outcome of
any  such  current  pending  matters  will  not  have  a  material  adverse  effect  on  the  Company's  financial  position,  results  of  operations  or  cash  flows.
Regardless of the outcome, legal proceedings can have an adverse effect on the Company because of defense costs, diversion of management resources and
other factors.

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Indemnification

The Company has entered into indemnification agreements with each of the Company's directors and certain officers, and the Company's amended and
restated certificate of incorporation requires it to indemnify each of its directors and officers, to the fullest extent permitted by Delaware law, who was or is
a party or is threatened to be made a party to any threatened, pending or completed action, suit or proceeding by reason of the fact that he or she is or was a
director  or  officer  of  the  Company.  The  Company  has  paid  and  may  in  the  future  pay  legal  counsel  fees  incurred  by  current  and  former  directors  and
officers who are involved in legal proceedings that require indemnification.

Similarly, certain of the Company's commercial contracts require it to indemnify contract counterparties under specified circumstances, and the Company
may incur legal counsel fees and other costs in connection with these obligations.

13. Income Taxes

The components of loss before income tax provision are as follows:

(In thousands)
Domestic
Foreign

Total

Income tax provision is as follows:

(In thousands)
Current:

Federal
State
Foreign

Total
Deferred:
Federal
State
Foreign

Total
Income tax provision

$

$

$

$

$

$
$

A reconciliation of the statutory U.S. income tax rate to the effective income tax rate is as follows:

Statutory federal tax rate
State taxes
Other nondeductible/nontaxable items
Nondeductible interest and derivatives
Foreign rate differences
Change in valuation allowance
Stock compensation
Executive compensation
Goodwill impairment
U.S. tax impact of restructuring
Other adjustments
Uncertain tax positions

Effective tax rate

Income Tax Provision

Years Ended December 31,

2022

2021

2020

(69,981) $
5,144 
(64,837) $

(53,202) $
4,024 
(49,178) $

(44,010)
(3,006)
(47,016)

Years Ended December 31,

2022

2021

2020

51  $
227 
1,921 
2,199  $

8  $
16 
(499)
(475) $
1,724  $

—  $
405 
2,173 
2,578  $

(1,538) $
198 
(379)
(1,719) $
859  $

Years Ended December 31,

2022

2021

2020

21.0 %
(0.3)%
3.7 %
— %
(0.4)%
(10.7)%
(2.3)%
(0.1)%
(11.8)%
— %
(1.7)%
(0.1)%
(2.7)%

21.0 %
(1.5)%
(3.6)%
(5.9)%
(1.2)%
(16.1)%
(3.8)%
(0.7)%
— %
10.3 %
(0.2)%
— %
(1.7)%

— 
45 
847 
892 

101 
238 
(329)
10 
902 

21.0 %
(0.5)%
— %
(9.7)%
(1.8)%
5.9 %
(5.5)%
(0.1)%
— %
(14.4)%
1.1 %
2.1 %
(1.9)%

The  Company  recognized  income  tax  expense  of  $1.7  million  during  the  year  ended  December  31,  2022,  which  is  primarily  comprised  of  current  tax
expense of $2.2 million related to foreign taxes and state taxes and a deferred tax benefit of $0.5 million related to temporary differences between the tax
treatment and GAAP accounting treatment for certain items. Included in total tax expense is income tax benefit of $2.6 million for permanent differences in
the book and tax treatment of nontaxable gain on fair market value adjustment of stock warrants, offset by certain nondeductible stock-based compensation
and executive compensation. Also included in the total tax expense is income tax

76

 
 
 
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adjustment  of  $12.7  million  related  to  the  impairment  of  goodwill.  Income  tax  expense  of  $18.5  million  has  also  been  included  for  an  increase  in  the
valuation allowance recorded against the Company's deferred tax assets to offset the tax benefit of the Company's operating losses in the U.S. and certain
foreign  jurisdictions.  These  tax  adjustments,  along  with  state  and  local  taxes  and  book  losses  in  foreign  jurisdictions  where  the  income  tax  rate  is
substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual effective income tax rate.

The  Company  recognized  income  tax  expense  of  $0.9  million  during  the  year  ended  December  31,  2021,  which  is  primarily  comprised  of  current  tax
expense of $2.2 million related to foreign taxes and a federal deferred tax benefit of $1.5 million related to temporary differences between the tax treatment
and GAAP accounting treatment for certain items. Included in total tax expense are income tax adjustments of $9.2 million for permanent differences in the
book and tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, and nondeductible interest
expense on debt instruments and associated derivatives. Also included is a favorable return to provision true-up adjustment of $8.3 million for a prior year
permanent  difference  related  to  foreign  earnings  taxable  in  the  U.S.  as  a  result  of  a  tax  restructuring  that  occurred  during  2020.  Income  tax  expense  of
$16.3 million has also been included for an increase in the valuation allowance recorded against the Company's deferred tax assets to offset the tax benefit
of the Company's operating losses in the U.S. and certain foreign jurisdictions. This increase was offset by an income tax benefit of $2.8 million related to
the release of the portion of the Company's valuation allowance as a result of the Shareablee acquisition. These tax adjustments, along with state and local
taxes and book losses in foreign jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of
the annual effective income tax rate.

The  Company  recognized  income  tax  expense  of  $0.9  million  during  the  year  ended  December  31,  2020,  which  is  primarily  comprised  of  current  tax
expense of $0.8 million related to foreign taxes. Included in total tax expense are income tax adjustments of $8.9 million for permanent differences in the
book and tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, and nondeductible interest
expense  on  debt  instruments  and  associated  derivatives.  Also  included  is  an  adjustment  of  $11.2  million  for  a  permanent  difference  related  to  foreign
earnings taxable in the U.S. as a result of a tax restructuring that occurred during the year. These tax adjustments, along with state and local taxes and book
losses in foreign jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual
effective income tax rate.

Deferred Income Taxes

Deferred  income  taxes  reflect  the  net  tax  effects  of  temporary  differences  between  the  carrying  amount  of  assets  and  liabilities  for  financial  reporting
purposes and the amounts used for income tax reporting purposes. The components of net deferred income taxes are as follows:

 (In thousands)
Deferred tax assets:

Net operating loss carryforwards
Lease liability
Deferred revenues
Deferred compensation
Accrued salaries and benefits
Tax credits
Tax contingencies
Allowance for doubtful accounts
Capital loss carryforwards
Intangible assets
Capitalized research and development expense
Other

Gross deferred tax assets
Valuation allowance
Net deferred tax assets

Deferred tax liabilities:

Lease asset
Property and equipment
Intangible assets
Subpart F income recapture
Goodwill
Other
Total deferred tax liabilities

Net deferred tax asset

77

As of December 31,

2022

2021

203,738  $
13,500 
20,711 
4,829 
2,533 
2,187 
1,225 
151 
271 
3,640 
14,490 
2,665 
269,940  $
(250,994)

18,946  $

(7,855) $
(3,988)
— 
(1,248)
(4,660)
(40)
(17,791) $
1,155  $

210,235 
15,909 
20,001 
5,672 
3,120 
2,187 
1,160 
311 
269 
— 
— 
2,307 
261,171 
(233,843)
27,328 

(9,517)
(7,312)
(4,357)
(1,222)
(4,136)
(76)
(26,620)
708 

$

$

$

$

$
$

 
Table of Contents

Tax Valuation Allowance

As of December 31, 2022, and 2021, the Company had a valuation allowance of $251.0 million and $233.8 million, respectively, against certain deferred
tax assets. The valuation allowance relates to the deferred tax assets of the Company's U.S. entities, including federal and state tax attributes and timing
differences, as well as the deferred tax assets of certain foreign subsidiaries. The increase in the valuation allowance during 2022 is primarily related to
capitalized R&E expenditures under Section 174. The increase in the valuation allowance during 2021 is primarily related to the pre-tax losses generated in
the U.S., offset by the valuation allowance release as a result of the Shareablee acquisition mentioned above. To the extent the Company determines that,
based on the weight of available evidence, all or a portion of its valuation allowance is no longer necessary, the Company will recognize an income tax
benefit  in  the  period  such  determination  is  made  for  the  reversal  of  the  valuation  allowance.  If  management  determines  that,  based  on  the  weight  of
available evidence, it is more-likely-than-not that all or a portion of the net deferred tax assets will not be realized, the Company may recognize income tax
expense in the period such determination is made to increase the valuation allowance. It is possible that such reduction of or addition to the Company's
valuation allowance may have a material impact on the Company's results from operations.

A summary of the deferred tax asset valuation allowance is as follows:

(In thousands)

Beginning Balance

Additions from continuing operations
Additions from acquisition accounting
Reductions
Ending Balance

Net Operating Loss and Credit Carryforwards

As of December 31,

2022

2021

$

$

233,843  $
17,280 
— 
(129)
250,994  $

220,115 
13,462 
275 
(9)
233,843 

As  of  December  31,  2022,  the  Company  had  federal  and  state  net  operating  loss  carryforwards  for  tax  purposes  of  $584.8  million  and  $1.4  billion,
respectively. These net operating loss carryforwards will begin to expire in 2031 for federal income tax purposes and 2023 for state income tax purposes.
The federal and certain state net operating losses generated after December 31, 2017 have an indefinite carryforward period. As of December 31, 2022, the
Company had an aggregate net operating loss carryforward for tax purposes related to its foreign subsidiaries of $9.8 million, which will begin to expire in
2024.

As of December 31, 2022, the Company had research and development credit carryforwards of $3.2 million which begin to expire in 2025.

Under  the  provisions  of  Internal  Revenue  Code  Section  382,  certain  substantial  changes  in  the  Company's  ownership  may  result  in  a  limitation  on  the
amount of U.S. net operating loss carryforwards that can be utilized annually to offset future taxable income and taxes payable. A significant portion of the
Company's net operating loss carryforwards are subject to an annual limitation under Section 382 of the Internal Revenue Code. The Company anticipates
the Transactions may have triggered further limitations but has not yet reached a final conclusion as to whether an ownership change occurred and to what
extent its net operating loss carryforwards are further limited. Additionally, despite the net operating loss carryforwards, the Company may have a future
tax liability due to foreign tax or state tax requirements.

Foreign Undistributed Earnings

As of December 31, 2022, the Company has certain foreign subsidiaries with accumulated undistributed earnings. The TCJA allows for a dividend received
deduction resulting in no material U.S. federal income tax upon repatriation of these earnings. The Company intends to indefinitely reinvest these earnings,
as well as future earnings from its foreign subsidiaries, to fund its international operations and therefore has not accrued any foreign withholding taxes or
state income taxes.

Uncertain Tax Positions

For uncertain tax positions, the Company uses a more-likely-than-not recognition threshold based on the technical merits of the tax position taken. Tax
positions  that  meet  the  more-likely-than-not  recognition  threshold  are  measured  as  the  largest  amount  of  tax  benefits  determined  on  a  cumulative
probability basis, which are more-likely-than-not to be realized upon ultimate settlement in the financial statements. The Company has unrecognized tax
benefits, which are tax benefits related to uncertain tax positions which have been or will be reflected in income tax filings that have not been recognized in
the  financial  statements  due  to  potential  adjustments  by  taxing  authorities  in  the  applicable  jurisdictions.  The  Company's  liability  for  unrecognized  tax
benefits, which include interest and penalties, was $0.6 million for the years ended December 31, 2022 and 2021. The remaining unrecognized tax benefits
have  reduced  deferred  tax  balances.  The  amount  of  unrecognized  tax  benefits  that,  if  recognized,  would  affect  the  Company's  effective  tax  rate  is  $2.0
million as of December 31, 2022, 2021 and 2020 and includes the federal tax benefit of state deductions. The Company anticipates a negligible amount of
unrecognized tax benefits will reverse during the next year due to the expiration of statutes of limitation.

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Table of Contents

Changes in the Company's unrecognized income tax benefits are as follows:

 (In thousands)
Beginning balance

Increase related to tax positions of prior years
Increase related to tax positions of the current year
Decrease related to tax positions of prior years
Decrease due to lapse in statutes of limitations

Ending balance

As of December 31,

2022

2021

2020

2,052  $

— 
25 
(22)
(29)
2,026  $

2,078  $

— 
40 
(20)
(46)
2,052  $

2,400 

47 
51 
(5)
(415)
2,078 

$

$

The Company recognizes interest and penalties related to income tax matters in income tax expense. As of December 31, 2022 and 2021, accrued interest
and penalties on unrecognized tax benefits were $0.2 million and $0.1 million, respectively. The Company or one of its subsidiaries files income tax returns
in  the  U.S.  federal  jurisdiction,  and  various  state  and  foreign  jurisdictions.  For  income  tax  returns  filed  by  the  Company,  the  Company  is  generally  no
longer subject to U.S. federal examinations by tax authorities for years prior to 2019 or state and local tax examinations by tax authorities for years prior to
2018. The Company is no longer subject to examination by tax authorities in the Netherlands for years prior to 2016. However, tax attribute carryforwards
may still be adjusted upon examination by tax authorities.

14. Related Party Transactions

Transactions with WPP

As of December 31, 2022 (based on public filings), WPP owned 11,319,363 shares of the Company's outstanding Common Stock, representing 12.3% of
the  outstanding  Common  Stock.  The  Company  provides  WPP,  in  the  normal  course  of  business,  services  amongst  its  different  products  and  receives
various services from WPP supporting the Company's data collection efforts.

The  Company's  results  from  transactions  with  WPP,  as  reflected  in  the  Consolidated  Statements  of  Operations  and  Comprehensive  Loss,  are  detailed
below:

(In thousands)

Revenues
Cost of revenues

Years Ended December 31,

2022

2021

2020

$

11,677  $
9,391 

13,595  $
12,537 

13,315 
10,094 

The Company has the following balances related to transactions with WPP, as reflected in the Consolidated Balance Sheets:

(In thousands)
Assets

Accounts receivable, net

Liabilities

Accounts payable
Accrued expenses
Contract liabilities
Other non-current liabilities

As of December 31,

2022

2021

$

$

825  $

2,398  $
1,108 
1,132 
159 

3,506 

1,395 
740 
3,403 
1,582 

Transactions with Charter, Qurate and Pine

Charter, Qurate and Pine each hold 33.3% of the outstanding shares of Preferred Stock, which are entitled to convert into shares of Common Stock and to
vote as a single class with the holders of the Common Stock as set forth in the Certificate of Designations. As of December 31, 2022 (based on public
filings),  Pine  also  owned  2,193,088  shares  of  the  Company's  outstanding  Common  Stock,  representing  2.4%  of  the  outstanding  Common  Stock.  In
addition, Charter, Qurate and Pine each designated two members of the Company's Board in accordance with the Stockholders Agreement.

As of December 31, 2022 and December 31, 2021, Charter, Qurate and Pine each owned 27,509,203 shares of the Company's outstanding Preferred Stock.
On June 30, 2022, in accordance with the Certificate of Designations of the Preferred Stock, the Company made cash dividend payments totaling $15.5
million to the holders of the Preferred Stock, representing dividends accrued for the period from June 30, 2021 through June 29, 2022. Accrued dividends
to the holders of Preferred Stock as of December 31, 2022 totaled $7.9 million. The next scheduled dividend payment date for the Preferred Stock is June
30, 2023.

Concurrent with the closing of the Transactions on March 10, 2021, the Company entered into a ten-year Data License Agreement ("DLA") with Charter
Communications Operating, LLC ("Charter Operating"), an affiliate of Charter. Under the DLA, Charter Operating will bill the Company for license fees
according to a payment schedule that gradually increases from $10.0 million in the first year of the term to $32.3

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Table of Contents

million in the tenth year of the term. The Company recognizes expense for the license fees ratably over the term. On November 6, 2022, the Company and
Charter Operating entered into an amendment to the DLA, pursuant to which the Company will receive license fee credits totaling $7.0 million.

The Company's results from transactions with Charter and its affiliates, as reflected in the Consolidated Statements of Operations and Comprehensive Loss,
are detailed below:

(In thousands)

Revenues
Cost of revenues

Year Ended
December 31, 2022

Year Ended
December 31, 2021

$

2,262  $
17,580 

1,849 
21,998 

The Company has the following liability balances related to transactions with Charter and its affiliates, as reflected in the Consolidated Balance Sheet:

(In thousands)

Accounts payable
Accrued expenses
Non-current portion of accrued data costs

As of
December 31, 2022

As of
December 31, 2021

$

9,693  $
3,189 
15,471 

5,180 
3,377 
7,843 

The Company recognized revenues of $0.9 million and $0.8 million from transactions with Qurate and its affiliates in the normal course of business during
the years ended December 31, 2022 and December 31, 2021, respectively, as reflected in the Consolidated Statements of Operations and Comprehensive
Loss.

The Company had no transactions, other than the issuance of shares of Preferred Stock and related matters, with Pine for the years ended December 31,
2022 and December 31, 2021.

Transactions with Starboard

In 2018, the Company entered into certain agreements with Starboard, then a beneficial owner of more than 5.0% of the Company's outstanding Common
Stock. Refer to Footnote 6, Debt, for further information regarding these agreements and the Company's issuance of Notes to Starboard in 2018. As a result
of these agreements and the transactions contemplated thereby, Starboard ceased to be a beneficial owner of more than 5.0% of the Company's outstanding
Common Stock in January 2018. In addition, pursuant to a prior agreement with Starboard, the Company provided Starboard the right to designate certain
members to the Company's Board. As of December 31, 2018, Starboard had no remaining right to designate any directors to the Board. The Notes and
related financing derivatives were extinguished on March 10, 2021.

In  the  Consolidated  Statements  of  Operations  and  Comprehensive  Loss,  the  Company  recorded  interest  expense,  inclusive  of  non-cash  accretion  of
issuance discount and deferred financing costs, related to the Notes of $6.6 million and $33.3 million during the year ended December 31, 2021 and 2020,
respectively.

In  connection  with  the  extinguishment  of  the  Notes  on  March  10,  2021,  the  Company  issued  3,150,000  Conversion  Shares  to  Starboard  valued  at
$9.6  million  as  discussed  in  Footnote  6,  Debt,  which  amount  was  included  as  a  component  of  loss  on  extinguishment  of  debt  in  the  Consolidated
Statements of Operations and Comprehensive Loss.

The Company had no outstanding balances related to Starboard as of December 31, 2022 or 2021. The outstanding balances for the Notes, related financing
derivatives, and other non-current liabilities as of December 31, 2020 are reflected in the Consolidated Balance Sheet.

15. Organizational Restructuring

On September 29, 2022, the Company communicated a workforce reduction as part of its broader efforts to improve cost efficiency and better align its
operating structure and resources with strategic priorities (collectively, the "Restructuring Plan"). In addition to employee terminations, the Restructuring
Plan  is  expected  to  include  the  reallocation  of  commercial  and  product  development  resources;  reinvestment  in  and  modernization  of  key  technology
platforms; consolidation of data storage and processing activities to reduce the Company's data center footprint; and reduction of other operating expenses,
including software and facility costs. The Company may also determine to exit certain activities in certain geographic regions in order to more effectively
align  resources  with  business  priorities.  In  connection  with  the  Restructuring  Plan,  which  was  authorized  by  the  Board  on  September  19,  2022,  the
Company  will  incur  certain  exit-related  costs.  These  costs  are  estimated  to  range  between  $13  million  and  $18  million.  The  Company  expects
implementation of the Restructuring Plan, including cash payments, to be substantially complete in the fourth quarter of 2023.

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Table of Contents

The table below summarizes the balance of the restructuring liability as of December 31, 2022, which is recorded in accrued expenses in the Consolidated
Balance Sheets, and the changes in the accrued amounts for the year ended December 31, 2022:

(In thousands)

Restructuring expense
Payments
Foreign exchange

Accrued balance as of December 31, 2022

16. Subsequent Events

Severance and Related
Costs

Other

Total Restructuring
Expense

$

$

4,578  $
(3,357)
67 
1,288  $

1,232  $
(1,232)
— 
—  $

5,810 
(4,589)
67 
1,288 

On February 24, 2023, the Company entered into the 2023 Amendment to its Revolving Credit Agreement. Among other things, the 2023 Amendment (i)
increased  the  minimum  Consolidated  EBITDA  and  Consolidated  Asset  Coverage  Ratio  financial  covenant  requirements  under  the  Revolving  Credit
Agreement,  (ii)  modified  the  measurement  periods  for  certain  financial  covenants  contained  in  the  Revolving  Credit  Agreement,  (iii)  introduced  a
minimum liquidity covenant, and (iv) modified the Applicable Rate definition in the Revolving Credit Agreement to increase the Applicable Rate payable
on SOFR-based loans to 3.50%.

As modified, the Revolving Credit Agreement requires the Company to maintain:

•

• minimum Consolidated EBITDA (as defined in the Revolving Credit Agreement) of not less than $22.0 million, $24.0 million, $32.0 million and
$35.0 million for the most recently ended four fiscal quarter period, tested as of the last day of the fiscal quarters ending on March 31, June 30,
September 30 and December 31, 2023, respectively;
a minimum Consolidated Asset Coverage Ratio (as defined in the Revolving Credit Agreement) of not less than 2.0 to 1.0, tested as of the last day
of each calendar month through maturity of the Revolving Credit Agreement;
a minimum Consolidated Fixed Charge Coverage Ratio (as defined in the Revolving Credit Agreement) of not less than 1.25 to 1.0 for the most
recently ended four fiscal quarter period, tested as of the last day of each fiscal quarter ending on or after March 31, 2024; and

•

• minimum Liquidity (as defined in the Revolving Credit Agreement) of $28.0 million, tested as of the last business day of each calendar month

through maturity of the Revolving Credit Agreement.

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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

We carried out an evaluation required by the Securities Exchange Act of 1934 (the "Exchange Act"), under the supervision and with the participation of our
principal executive officer and our principal financial officer, of the effectiveness of the design and operation of our disclosure controls and procedures, as
defined in Rules 13a-15(e) and 15d-15(e) of the Exchange Act, as of December 31, 2022. Based on this evaluation, our principal executive officer and
principal financial officer concluded that as of December 31, 2022, these disclosure controls and procedures were effective to provide reasonable assurance
that  information  required  to  be  disclosed  by  us  in  the  reports  that  we  file  or  submit  under  the  Exchange  Act  is  recorded,  processed,  summarized,  and
reported  within  the  time  periods  specified  in  the  SEC's  rules  and  forms  and  to  provide  reasonable  assurance  that  such  information  is  accumulated  and
communicated  to  our  management,  including  our  principal  executive  officer  and  principal  financial  officer,  as  appropriate  to  allow  timely  decisions
regarding required disclosure.

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 Rule 13a-15(f) and 15d-15(f)
of  the  Exchange  Act.  Management,  under  the  supervision  and  with  the  participation  of  our  principal  executive  officer  and  principal  financial  officer,
assessed  the  effectiveness  of  our  internal  control  over  financial  reporting  as  of  December  31,  2022  based  on  criteria  established  in  Internal  Control  -
Integrated  Framework  (2013)  issued  by  the  Committee  of  Sponsoring  Organizations  of  the  Treadway  Commission.  As  a  result  of  this  assessment,
management  concluded  that,  as  of  December  31,  2022,  our  internal  control  over  financial  reporting  was  effective  in  providing  reasonable  assurance
regarding  the  reliability  of  financial  reporting  and  the  preparation  of  financial  statements  for  external  purposes  in  accordance  with  generally  accepted
accounting principles.

Deloitte & Touche LLP, an independent registered public accounting firm, has audited the effectiveness of our internal control over financial reporting as of
December 31, 2022, and their report is included below. Deloitte & Touche LLP has also audited, and issued an unqualified opinion with respect to, our
Consolidated Financial Statements for 2022, which opinion is included in Item 8, "Financial Statements and Supplementary Data," of this 10-K.

Changes in Internal Control over Financial Reporting

Under  Exchange  Act  Rules  13a-15(d)  and  15d-15(d),  management  is  required  to  evaluate,  with  the  participation  of  our  principal  executive  officer  and
principal financial officer, any changes in internal control over financial reporting that occurred during each fiscal quarter that materially affected, or are
reasonably likely to materially affect, our internal control over financial reporting. There were no changes in our internal control over financial reporting
during our most recent fiscal quarter that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Inherent Limitation on the Effectiveness of Internal Controls

The  effectiveness  of  any  system  of  internal  control  over  financial  reporting  is  subject  to  inherent  limitations,  including  the  exercise  of  judgment  in
designing, implementing, operating, and evaluating the controls and procedures, and the inability to eliminate misconduct completely. Accordingly, any
system  of  internal  control  over  financial  reporting  can  only  provide  reasonable,  not  absolute,  assurance  that  its  objectives  will  be  met.  In  addition,
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. We intend to continue to monitor and upgrade our internal
controls as necessary or appropriate for our business, but we cannot assure that such improvements will be sufficient to provide us with effective internal
control over financial reporting in future periods.

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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the stockholders and the Board of Directors of comScore, Inc.

Opinion on Internal Control over Financial Reporting

We  have  audited  the  internal  control  over  financial  reporting  of  comScore,  Inc.  and  subsidiaries  (the  "Company")  as  of  December  31,  2022,  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  Company  maintained,  in  all  material  respects,  effective  internal  control  over  financial  reporting  as  of  December  31,  2022,
based on criteria established in Internal Control - Integrated Framework (2013) issued by COSO.

We have also audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated
financial  statements  as  of  and  for  the  year  ended  December  31,  2022,  of  the  Company  and  our  report  dated  March  1,  2023,  expressed  an  unqualified
opinion on those financial statements.

Basis for Opinion

The Company's management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of
internal  control  over  financial  reporting,  included  in  the  accompanying  Management's  Report  on  Internal  Control  over  Financial  Reporting.  Our
responsibility  is  to  express  an  opinion  on  the  Company's  internal  control  over  financial  reporting  based  on  our  audit.  We  are  a  public  accounting  firm
registered with the 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 audit in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable
assurance  about  whether  effective  internal  control  over  financial  reporting  was  maintained  in  all  material  respects.  Our  audit  included  obtaining  an
understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating
effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We
believe that our audit provides a reasonable basis for our opinion.

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 (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly
reflect the transactions and dispositions of the assets of the company; (2) 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  (3)  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.

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.

/s/ Deloitte & Touche LLP

McLean, Virginia

March 1, 2023

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ITEM 9B.

OTHER INFORMATION

None.

ITEM 9C.

DISCLOSURE REGARDING FOREIGN JURISDICTIONS THAT PREVENT INSPECTIONS

Not applicable.

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ITEM 10.

DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE

PART III

Certain  information  regarding  our  directors  and  executive  officers  required  by  Item  10  of  Part  III  is  set  forth  in  Item 1  of  Part  I  "Business  -  Executive
Officers and Directors." Other information required by Item 10 of Part III, including information regarding any material changes to the process by which
security holders may recommend nominees to the Board of Directors, is incorporated by reference to the information that will be included in our Proxy
Statement relating to our 2023 Annual Meeting of Stockholders. Information required by Item 10 of Part III regarding our Audit Committee is incorporated
by reference to the information that will be included in our Proxy Statement relating to our 2023 Annual Meeting of Stockholders. Information relating to
our compliance with Section 16(a) of the Exchange Act is incorporated by reference to the information that will be included in our Proxy Statement relating
to our 2023 Annual Meeting of Stockholders.

We have adopted a Code of Business Conduct and Ethics that applies to our principal executive officer, principal financial officer, principal accounting
officer or controller, and persons performing similar functions. We have posted the Code of Business Conduct and Ethics on our investor relations website
under the heading "Corporate Governance" at www.comscore.com. To the extent permissible under Nasdaq rules, we intend to disclose any amendments to
our  Code  of  Business  Conduct  and  Ethics,  as  well  as  waivers  of  the  provisions  thereof,  on  our  investor  relations  website  under  the  heading  "Corporate
Governance" at www.comscore.com.

ITEM 11.

EXECUTIVE COMPENSATION

Information required by Item 11 of Part III is incorporated by reference to the information that will be included in our Proxy Statement relating to our 2023
Annual Meeting of Stockholders.

ITEM 12.

SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER
MATTERS

Information required by Item 12 of Part III is incorporated by reference to the information that will be included in our Proxy Statement relating to our 2023
Annual Meeting of Stockholders.

ITEM 13.

CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE

Information required by Item 13 of Part III is incorporated by reference to the information that will be included in our Proxy Statement relating to our 2023
Annual Meeting of Stockholders.

ITEM 14.

PRINCIPAL ACCOUNTANT FEES AND SERVICES

Information required by Item 14 of Part III regarding our principal accountant, Deloitte & Touche LLP (PCAOB ID No. 34), is incorporated by reference to
the information that will be included in our Proxy Statement relating to our 2023 Annual Meeting of Stockholders.

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ITEM 15.

EXHIBITS AND FINANCIAL STATEMENT SCHEDULES

PART IV

(a) The following documents are filed as part of this Annual Report on Form 10-K:

(1) Financial statements and reports of our independent registered public accounting firm. See (i) Index to Consolidated Financial Statements

at Item 8 and (ii) Item 9A of this Annual Report on Form 10-K.

(2)  All  other  schedules,  for  which  provision  is  made  in  the  applicable  accounting  regulations  of  the  SEC,  are  omitted,  as  the  required
information  is  inapplicable  or  the  information  is  presented  in  the  Consolidated  Financial  Statements  and  Notes  to  Consolidated  Financial  Statements  in
Item 8 of this Annual Report on Form 10-K.

(3) Exhibits. The exhibits filed as part of this report are listed under "Exhibits" at subsection (b) of this Item 15.

(b) Exhibits

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EXHIBITS

Exhibit
No.

Exhibit
Document

3.1

3.2

3.3

3.4

3.5

3.6

3.7

4.1

4.2

4.3

4.4

4.5

4.6

4.7

4.8

4.9

4.10+

10.1

10.2

10.3

Amended and Restated Certificate of Incorporation of the Registrant (incorporated by reference to Exhibit 3.3 to the Registrant's Registration
Statement on Form S-1, as amended, filed June 12, 2007) (File No. 333-141740)

Certificate of Amendment of Amended and Restated Certificate of Incorporation of comScore, Inc. (incorporated by reference to Exhibit 4.2
to the Registrant's Registration Statement on Form S-8, filed June 4, 2018) (File No. 333-225400)

Certificate of Designation of Series A Junior Participating Preferred Stock of comScore, Inc., as filed with the Secretary of State of the State
of Delaware on February 9, 2017 (incorporated by reference to Exhibit 3.1 to the Registrant's Current Report on Form 8-K, filed February 9,
2017) (File No. 001-33520)

Certificate of Elimination of Designation of Series A Junior Participating Preferred Stock of comScore, Inc., as filed with the Secretary of
State of the State of Delaware on September 29, 2017 (incorporated by reference to Exhibit 3.1 to the Registrant's Current Report on Form 8-
K, filed October 4, 2017) (File No. 001-33520)

Certificate of Amendment to Amended and Restated Certificate of Incorporation of comScore, Inc., dated March 10, 2021 (incorporated by
reference to Exhibit 3.1 to the Registrant's Current Report on Form 8-K, filed March 15, 2021) (File No. 001-33520)

Certificate  of  Designations  of  Series  B  Convertible  Preferred  Stock,  par  value  $0.001,  of  comScore,  Inc.  (incorporated  by  reference  to
Exhibit 3.2 to the Registrant's Current Report on Form 8-K, filed March 15, 2021) (File No. 001-33520)

Amended and Restated Bylaws of comScore, Inc (incorporated by reference to Exhibit 3.2 to the Registrant's Quarterly Report on Form 10-Q
for the period ended June 30, 2018, filed August 10, 2018) (File No. 001-33520)

Stockholders  Agreement,  dated  as  of  March  10,  2021,  by  and  among  comScore,  Inc.,  Charter  Communications  Holding  Company,  LLC,
Qurate Retail, Inc. and Pine Investor, LLC (incorporated by reference to Exhibit 10.4 to the Registrant's Current Report on Form 8-K, filed
March 15, 2021) (File No. 001-33520)

Registration  Rights  Agreement,  dated  as  of  March  10,  2021,  by  and  among  comScore,  Inc.,  Charter  Communications  Holding  Company,
LLC, Qurate Retail, Inc. and Pine Investor, LLC (incorporated by reference to Exhibit 10.5 to the Registrant's Current Report on Form 8-K,
filed March 15, 2021) (File No. 001-33520)

Specimen Common Stock Certificate (incorporated by reference to Exhibit 4.1 to the Registrant's Registration Statement on Form S-1, as
amended, filed June 12, 2007) (File No. 333-141740)

Series A Warrant Issued to CVI Investments, Inc. (incorporated by reference to Exhibit 4.1 to the Registrant's Current Report on Form 8-K,
filed June 26, 2019) (File No. 001-33520)

Registration Rights Agreement, dated June 26, 2019, between comScore, Inc and CVI Investments, Inc. (incorporated by reference to Exhibit
4.5 to the Registrant's Current Report on Form 8-K, filed June 26, 2019) (File No. 001-33520)

Voting Agreement, dated as of December 20, 2011, by and among comScore, Inc. and The Nielsen Company (US) LLC (incorporated by
reference to Exhibit 10.3 to the Registrant's Current Report on Form 8-K, filed December 21, 2011) (File No. 001-33520)

Stockholders Rights Agreement, dated as of February 11, 2015, by and among comScore, Inc., WPP Group USA, Inc. and Cavendish Square
Holding  B.V.  (incorporated  by  reference  to  Exhibit  (d)(3)  to  Cavendish  Square  Holding  B.V.'s  and  WPP  plc's  Tender  Offer  Statement  on
Schedule TO, filed February 20, 2015) (File No. 005-83687)

Voting Agreement, dated as of February 11, 2015, by and among comScore, Inc., WPP Group USA, Inc. and Cavendish Square Holding B.V.
(incorporated  by  reference  to  Exhibit  (d)(4)  to  Cavendish  Square  Holding  B.V.'s  and  WPP  plc's  Tender  Offer  Statement  on  Schedule  TO,
filed February 20, 2015) (File No. 005-83687)

Registration  Rights  Agreement,  dated  as  of  January  16,  2018,  by  and  among  comScore,  Inc.  and  the  investors  listed  on  the  Schedule  of
Buyers attached thereto (incorporated by reference to Exhibit 10.4 to the Registrant's Current Report on Form 8-K, filed January 16, 2018)
(File No. 001-33520)

Description of Securities

Series B Convertible Preferred Stock Purchase Agreement, dated as of January 7, 2021, by and between comScore, Inc. and Charter
Communications Holding Company, LLC (incorporated by reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed
January 8, 2021) (File No. 001-33520)

Series B Convertible Preferred Stock Purchase Agreement, dated as of January 7, 2021, by and between comScore, Inc. and Qurate Retail,
Inc. (incorporated by reference to Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed January 8, 2021) (File No. 001-33520)

Series B Convertible Preferred Stock Purchase Agreement, dated as of January 7, 2021, by and between comScore, Inc. and Pine Investor,
LLC (incorporated by reference to Exhibit 10.3 to the Registrant's Current Report on Form 8-K, filed January 8, 2021) (File No. 001-33520)

87

 
 
Table of Contents

10.4^

10.5^

10.6^

10.7

10.8

10.9

10.10

10.11

10.12

10.13

10.14

10.15

10.16

10.17

10.18

10.19

Data  License  Agreement,  dated  as  of  March  10,  2021,  by  and  between  comScore,  Inc.  and  Charter  Communications  Operating,  LLC
(incorporated by reference to Exhibit 10.6 to the Registrant's Current Report on Form 8-K, filed March 15, 2021) (File No. 001-33520)

First Amendment to Data License Agreement, dated as of March 30, 2022, by and between comScore, Inc. and Charter Communications
Operating, LLC (incorporated by reference to Exhibit 10.1 to the Registrant's Quarterly Report on Form 10-Q for the period ended March 31,
2022, filed May 10, 2022) (File No. 001-33520)

Second  Amendment  to  Data  License  Agreement,  dated  as  of  November  6,  2022,  by  and  between  comScore,  Inc.  and  Charter
Communications Operating, LLC (incorporated by reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed November
7, 2022) (File No. 001-33520)

Credit Agreement, dated as of May 5, 2021, among comScore, Inc. (as Borrower), certain subsidiaries of the Borrower (as Guarantors), Bank
of America, N.A. (as Administrative Agent, Swing Line Lender, and L/C Issuer), and the lenders party thereto (incorporated by reference to
Exhibit 10.1 to the Registrant's Quarterly Report on Form 10-Q for the period ended June 30, 2021, filed August 9, 2021) (File No. 001-
33520)

First Amendment, dated as of February 25, 2022, to the Credit Agreement among comScore, Inc. (as Borrower), certain subsidiaries of the
Borrower  (as  Guarantors),  Bank  of  America,  N.A.  (as  Administrative  Agent),  and  the  lenders  party  thereto  (incorporated  by  reference  to
Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed February 28, 2022) (File No. 001-33520)

Second Amendment, dated as of February 24, 2023, to the Credit Agreement among comScore, Inc. (as Borrower), certain subsidiaries of the
Borrower  (as  Guarantors),  Bank  of  America,  N.A.  (as  Administrative  Agent),  and  the  lenders  party  thereto  (incorporated  by  reference  to
Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed February 28, 2023) (File No. 001-33520)

Patent Purchase, License and Settlement Agreement, dated as of December 20, 2011, by and among comScore, Inc., The Nielsen Company
(US) LLC and NetRatings LLC (incorporated by reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed December
21, 2011) (File No. 001-33520)

Purchase Agreement, dated as of December 20, 2011, by and among comScore, Inc. and The Nielsen Company (US) LLC (incorporated by
reference to Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed December 21, 2011) (File No. 001-33520)

Stock  Purchase  Agreement,  dated  as  of  February  11,  2015,  by  and  among  Cavendish  Square  Holding  B.V.,  WPP  Group  USA,  Inc.,  CS
Worldnet Holding B.V. and comScore, Inc. (incorporated by reference to Exhibit (d)(1) to Cavendish Square Holding B.V.'s and WPP plc's
Tender Offer Statement on Schedule TO, filed February 20, 2015) (File No. 005-83687)

Strategic  Alliance  Agreement,  dated  February  11,  2015,  by  and  between  comScore,  Inc.  and  WPP  Group  USA,  Inc.  (incorporated  by
reference to Exhibit (d)(5) to Cavendish Square Holding B.V.'s and WPP plc's Tender Offer Statement on Schedule TO, filed February 20,
2015) (File No. 005-83687)

Purchase  Agreement,  dated  as  of  April  1,  2015,  by  and  between  comScore,  Inc.  and  Cavendish  Square  Holding  B.V.  (incorporated  by
reference to Exhibit 10.5 to the Registrant's Current Report on Form 8-K, filed April 3, 2015) (File No. 001-33520)

Securities  Purchase  Agreement,  dated  as  of  June  23,  2019,  by  and  among  comScore,  Inc.  and  CVI  Investments,  Inc.  (incorporated  by
reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed June 24, 2019) (File No. 001-33520)

Agreement and Plan of Merger, dated December 16, 2021, by and among comScore, Inc., SS Media Holdco, LLC, SS Media Merger Sub,
Inc., Shareablee, Inc., Shareablee Holdco, Inc., Shareablee Merger Sub, Inc. and Shareholder Representative Services LLC, as Stockholder
Representative (incorporated by reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed December 17, 2021) (File
No. 001-33520)

Deed  of  Lease  between  South  of  Market  LLC  (as  Landlord)  and  comScore,  Inc.  (as  Tenant),  dated  December  21,  2007  (incorporated  by
reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed February 5, 2008) (File No. 001-33520)

Amendment No. 6 to Deed of Lease, dated as of May 30, 2018, by and between South of Market LLC and comScore, Inc. (incorporated by
reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed June 5, 2018) (File No. 001-33520)

Amendment No. 7 to Deed of Lease, dated as of May 24, 2021, by and between South of Market LLC and comScore, Inc. (incorporated by
reference to Exhibit 10.2 to the Registrant's Quarterly Report on Form 10-Q for the period ended June 30, 2021, filed August 9, 2021) (File
No. 001-33520)

10.20*

comScore,  Inc.  2018  Equity  and  Incentive  Compensation  Plan  (as  Amended  and  Restated  Effective  as  of  July  9,  2020)  (incorporated  by
reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed July 15, 2020) (File No. 001-33520)

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Table of Contents

10.21*

10.22*

10.23*

10.24*

10.25*

10.26*

10.27*

10.28*

10.29*

10.30

10.31*

10.32*

10.33*

10.34*

10.35*

10.36*

10.37*

10.38*

10.39*

10.40*

10.41*

First Amendment to the comScore, Inc. Amended and Restated 2018 Equity and Incentive Compensation Plan (incorporated by reference to
Exhibit 10.1 to the Registrant's Quarterly Report on Form 10-Q for the period ended June 30, 2022, filed August 9, 2022) (File No. 001-
33520)

Form of Restricted Stock Units Award Notice for Directors (incorporated by reference to Exhibit 10.5 to the Registrant's Current Report on
Form 8-K, filed June 5, 2018) (File No. 001-33520)

Form  of  Restricted  Stock  Units  Award  Agreement  for  Employees  (incorporated  by  reference  to  Exhibit  10.5  to  the  Registrant's  Quarterly
Report on Form 10-Q for the period ended September 30, 2018, filed November 9, 2018) (File No. 001-33520)

Form of Change of Control and Severance Agreement (incorporated by reference to Exhibit 10.3 to the Registrant's Current Report on Form
8-K, filed on September 10, 2018) (File No. 001-33520)

Change  of  Control  and  Severance  Agreement,  executed  on  September  28,  2015,  by  and  between  comScore,  Inc.  and  William  Livek
(incorporated by reference to Exhibit 10.32 to the Registrant's Annual Report on Form 10-K for the period ended December 31, 2019, filed
February 28, 2020) (File No. 001-33520)

Form  of  Stock  Option  Grant  Notice  and  Stock  Option  Agreement  under  2018  Equity  and  Incentive  Compensation  Plan  (incorporated  by
reference  to  Exhibit  10.33  to  the  Registrant's  Annual  Report  on  Form  10-K  for  the  period  ended  December  31,  2019,  filed  February  28,
2020) (File No. 001-33520)

Form of Deferred Stock Units Award Agreement under 2018 Equity and Incentive Compensation Plan (incorporated by reference to Exhibit
10.34 to the Registrant's Annual Report on Form 10-K for the period ended December 31, 2019, filed February 28, 2020) (File No. 001-
33520)

Form  of  Performance  Restricted  Stock  Units  Award  Agreement  under  2018  Equity  and  Incentive  Compensation  Plan  (incorporated  by
reference  to  Exhibit  10.35  to  the  Registrant's  Annual  Report  on  Form  10-K  for  the  period  ended  December  31,  2019,  filed  February  28,
2020) (File No. 001-33520)

Form of Restricted Stock Units Award Agreement under 2018 Equity and Incentive Compensation Plan (incorporated by reference to Exhibit
10.36 to the Registrant's Annual Report on Form 10-K for the period ended December 31, 2019, filed February 28, 2020) (File No. 001-
33520)

Form  of  Indemnification  Agreement  for  Directors  and  Executive  Officers  (incorporated  by  reference  to  Exhibit  10.5  to  the  Registrant's
Quarterly Report on Form 10-Q for the period ended March 31, 2021, filed May 6, 2021) (File No. 001-33520)

Form  of  Restricted  Stock  Units  Award  Agreement  (Other  Executive  Officers),  dated  March  10,  2021,  under  2018  Equity  and  Incentive
Compensation Plan (incorporated by reference to Exhibit 10.7 to the Registrant's Quarterly Report on Form 10-Q for the period ended March
31, 2021, filed May 6, 2021) (File No. 001-33520)

Form  of  Restricted  Stock  Units  Award  Notice  (Chair),  dated  March  10,  2021,  under  2018  Equity  and  Incentive  Compensation  Plan
(incorporated by reference to Exhibit 10.8 to the Registrant's Quarterly Report on Form 10-Q for the period ended March 31, 2021, filed May
6, 2021) (File No. 001-33520)

Severance  Agreement,  effective  as  of  November  29,  2021,  by  and  between  comScore,  Inc.  and  Jonathan  Carpenter  (incorporated  by
reference to Exhibit 10.1 to the Registrant's Current Report on Form 8-K, filed October 25, 2021) (File No. 001-33520)

Change of Control Agreement, effective as of November 29, 2021, by and between comScore, Inc. and Jonathan Carpenter (incorporated by
reference to Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed October 25, 2021) (File No. 001-33520)

Restricted  Stock  Units  Award  Agreement,  dated  November  29,  2021,  between  comScore,  Inc.  and  Jonathan  Carpenter  (incorporated  by
reference to Exhibit 99.5 to the Registrant's Registration Statement on Form S-8, filed December 23, 2021) (File No. 333-261890)

Shareablee, Inc. 2013 Stock Option/Stock Issuance Plan (incorporated by reference to Exhibit 99.1 to the Registrant's Registration Statement
on Form S-8, filed December 23, 2021) (File No. 333-261890)

Amendment No. 1 to Shareablee, Inc. 2013 Stock Option/Stock Issuance Plan (incorporated by reference to Exhibit 99.2 to the Registrant's
Registration Statement on Form S-8, filed December 23, 2021) (File No. 333-261890)

Amendment No. 2 to Shareablee, Inc. 2013 Stock Option/Stock Issuance Plan (incorporated by reference to Exhibit 99.3 to the Registrant's
Registration Statement on Form S-8, filed December 23, 2021) (File No. 333-261890)

Amendment No. 3 to Shareablee, Inc. 2013 Stock Option/Stock Issuance Plan (incorporated by reference to Exhibit 99.4 to the Registrant's
Registration Statement on Form S-8, filed December 23, 2021) (File No. 333-261890)

Transition and Separation Agreement, dated as of February 28, 2022, between comScore, Inc. and William Livek (incorporated by reference
to Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed February 28, 2022) (File No. 001-33520)

Letter Agreement, dated July 5, 2022, by and between comScore, Inc. and Jonathan Carpenter (incorporated by reference to Exhibit 10.1 to
the Registrant's Current Report on Form 8-K, filed July 8, 2022) (File No. 001-33520)

89

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10.42*

10.43*

10.44*

10.45*

10.46*

10.47*

10.48*

10.49*

10.50*

10.51*

10.52*

10.53*

10.54*

10.55*

21.1+

23.1+

31.1+

31.2+

32.1+

32.2+

First  Amendment  to  the  comScore,  Inc.  Change  of  Control  Agreement,  effective  as  of  July  6,  2022,  by  and  between  comScore,  Inc.  and
Jonathan Carpenter (incorporated by reference to Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed July 8, 2022) (File No.
001-33520)

First Amendment to the comScore, Inc. Severance Agreement, effective as of July 6, 2022, by and between comScore, Inc. and Jonathan
Carpenter  (incorporated  by  reference  to  Exhibit  10.3  to  the  Registrant's  Current  Report  on  Form  8-K,  filed  July  8,  2022)  (File  No.  001-
33520)

Letter Agreement, dated July 5, 2022, by and between comScore, Inc. and Mary Margaret Curry (incorporated by reference to Exhibit 10.4 to
the Registrant's Current Report on Form 8-K, filed July 8, 2022) (File No. 001-33520)

Change  of  Control  Agreement,  effective  as  of  July  6,  2022,  by  and  between  comScore,  Inc.  and  Mary  Margaret  Curry  (incorporated  by
reference to Exhibit 10.5 to the Registrant's Current Report on Form 8-K, filed July 8, 2022) (File No. 001-33520)

Severance Agreement, effective as of July 6, 2022, by and between comScore, Inc. and Mary Margaret Curry (incorporated by reference to
Exhibit 10.6 to the Registrant's Current Report on Form 8-K, filed July 8, 2022) (File No. 001-33520)

Form  of  Performance  Restricted  Stock  Units  Award  Agreement  for  CEO  (incorporated  by  reference  to  Exhibit  10.8  to  the  Registrant's
Quarterly Report on Form 10-Q for the period ended June 30, 2022, filed August 9, 2022) (File No. 001-33520)

Form  of  Performance  Restricted  Stock  Units  Award  Agreement  for  CFO  (incorporated  by  reference  to  Exhibit  10.9  to  the  Registrant's
Quarterly Report on Form 10-Q for the period ended June 30, 2022, filed August 9, 2022) (File No. 001-33520)

Letter Agreement, dated August 22, 2022, by and between comScore, Inc. and Greg Dale (incorporated by reference to Exhibit 10.1 to the
Registrant's Current Report on Form 8-K, filed August 26, 2022) (File No. 001-33520)

Change of Control Agreement, effective as of August 23, 2022, by and between comScore, Inc. and Greg Dale (incorporated by reference to
Exhibit 10.2 to the Registrant's Current Report on Form 8-K, filed August 26, 2022) (File No. 001-33520)

Severance Agreement, effective as of August 23, 2022, by and between comScore, Inc. and Greg Dale (incorporated by reference to Exhibit
10.3 to the Registrant's Current Report on Form 8-K, filed August 26, 2022) (File No. 001-33520)

Separation  and  General  Release  Agreement,  dated  August  25,  2022,  by  and  between  comScore,  Inc.  and  Chris  Wilson  (incorporated  by
reference to Exhibit 10.4 to the Registrant's Current Report on Form 8-K, filed August 26, 2022) (File No. 001-33520)

Form  of  Performance  Restricted  Stock  Units  Award  Agreement  for  COO  (incorporated  by  reference  to  Exhibit  10.12  to  the  Registrant's
Quarterly Report on Form 10-Q for the period ended September 30, 2022, filed November 9, 2022) (File No. 001-33520)

Change of Control Agreement, effective as of May 28, 2019, by and between comScore, Inc. and David Algranati (incorporated by reference
to Exhibit 10.13 to the Registrant's Quarterly Report on Form 10-Q for the period ended September 30, 2022, filed November 9, 2022) (File
No. 001-33520)

Severance  Agreement,  effective  as  of  May  28,  2019,  by  and  between  comScore,  Inc.  and  David  Algranati  (incorporated  by  reference  to
Exhibit 10.14 to the Registrant's Quarterly Report on Form 10-Q for the period ended September 30, 2022, filed November 9, 2022) (File
No. 001-33520)

List of Subsidiaries

Consent of Deloitte & Touche LLP

Certification  of  Principal  Executive  Officer  pursuant  to  Rule  13a-14(a)  and  Rule  15d-14(a)  of  the  Securities  Exchange  Act  of  1934,  as
adopted pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

Certification  of  Principal  Financial  Officer  pursuant  to  Rule  13a-14(a)  and  Rule  15d-14(a)  of  the  Securities  Exchange  Act  of  1934,  as
adopted pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

Certification of Principal Executive Officer pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley
Act of 2002

Certification of Principal Financial Officer pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley
Act of 2002

101.INS

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the Inline XBRL document.

101.SCH

XBRL Taxonomy Extension Schema Document.

101.CAL

XBRL Taxonomy Extension Calculation Linkbase Document.

101.DEF

XBRL Taxonomy Extension Definition Linkbase Document.

101.LAB

XBRL Taxonomy Extension Label Linkbase Document.

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101.PRE

XBRL Taxonomy Extension Presentation Linkbase Document.

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* Management contract or compensatory plan or arrangement.

+ Filed or furnished herewith

Specific terms in this exhibit (indicated therein by asterisks) have been omitted because such terms are both not material and of the type that
the Registrant treats as private and confidential.

^

91

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ITEM 16.

FORM 10-K SUMMARY

None.

92

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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.

SIGNATURES

COMSCORE, INC.

/s/ Jonathan Carpenter
Jonathan Carpenter
Chief Executive Officer
(Principal Executive Officer)

/s/ Mary Margaret Curry
Mary Margaret Curry
Chief Financial Officer and Treasurer
(Principal Financial Officer and Principal Accounting
Officer)

By:

By:

93

March 1, 2023

 
Table of Contents

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/ Jonathan Carpenter
Jonathan Carpenter

/s/ Mary Margaret Curry
Mary Margaret Curry

/s/ Nana Banerjee
Nana Banerjee

/s/ William P. Livek
William P. Livek

/s/ Itzhak Fisher
Itzhak Fisher

/s/ David Kline
David Kline

/s/ Pierre-Andre Liduena
Pierre-Andre Liduena

/s/ Kathleen Love
Kathleen Love

/s/ Marty Patterson
Marty Patterson

/s/ Brent D. Rosenthal
Brent D. Rosenthal

/s/ Brian Wendling
Brian Wendling

Title

Chief Executive Officer
(Principal Executive Officer)

Chief Financial Officer and Treasurer
(Principal Financial Officer and Principal Accounting Officer)

Non-Executive Chairman

Non-Executive Vice Chairman

Director

Director

Director

Director

Director

Director

Director

94

Date

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

March 1, 2023

 
 
 
 
Table of Contents

Exhibit 4.10

DESCRIPTION OF SECURITIES

The following is a summary of the material terms of our securities registered under Section 12 of the Securities Exchange Act of
1934, as amended (the "Exchange Act"), as of December 31, 2022. The summary is subject to and qualified in its entirety by
reference to our amended and restated certificate of incorporation and bylaws, each of which is incorporated by reference as an
exhibit to the Annual Report on Form 10-K of which this exhibit is a part. The following also summarizes certain provisions of
the Delaware General Corporation Law (the "DGCL") and is subject to and qualified by reference to the DGCL.

General

Our authorized capital stock consists of 275,000,000 shares of common stock, par value $0.001 per share, and 90,000,000 shares
of preferred stock, par value $0.001 per share. Our Board of Directors ("Board") may establish the rights and preferences of the
preferred  stock  from  time  to  time.  As  of  December  31,  2022,  there  were  92,104,942  shares  of  common  stock  issued  and
outstanding, held of record by 132 stockholders, although we believe that there may be a significantly larger number of beneficial
owners  of  our  common  stock.  We  derived  the  number  of  stockholders  by  reviewing  the  listing  of  outstanding  common  stock
recorded by our transfer agent as of December 31, 2022.

Out  of  the  preferred  stock,  as  of  December  31,  2022,  82,527,609  shares  have  been  designated  Series  B  Convertible  Preferred
Stock, of which 82,527,609 shares were outstanding. The Series B Convertible Preferred Stock is convertible into common stock
at the option of its holders on a one-to-one basis, subject to adjustment for accrued dividends and other items.

The following is a summary of the material provisions of the common stock and preferred stock provided for in our certificate of
incorporation and bylaws. For additional detail about our capital stock, please refer to our certificate of incorporation and bylaws,
each  as  amended,  each  of  which  is  incorporated  by  reference  as  an  exhibit  to  the  Annual  Report  on  Form  10-K  of  which  this
exhibit is a part.

Common Stock

Each holder of our common stock is entitled to one vote for each share on all matters to be voted upon by the stockholders, and
there are no cumulative rights. Subject to any preferential rights of any outstanding preferred stock, holders of our common stock
are entitled to receive ratably the dividends, if any, as may be declared from time to time by the board of directors out of funds
legally available therefor. If there is a liquidation, dissolution or winding up of our company, holders of our common stock would
be entitled to share in our assets remaining after the payment of liabilities and any preferential rights of any outstanding preferred
stock.

In all matters, other than the election of directors and except as otherwise required by law or the provisions of our certificate of
incorporation or bylaws, the affirmative vote of the majority of shares present or represented by proxy at a meeting and entitled to
vote  on  the  subject  matter  shall  be  the  act  of  the  stockholders.  Directors  are  elected  by  a  plurality  of  the  votes  of  the  shares
present in person or represented by proxy and entitled to vote on the election of directors.

Holders of our common stock have no preemptive or conversion rights or other subscription rights, and there are no redemption
or  sinking  fund  provisions  applicable  to  the  common  stock.  The  outstanding  shares  of  common  stock  are  fully  paid  and  non-
assessable.  The  rights,  preferences  and  privileges  of  the  holders  of  our  common  stock  are  subject  to,  and  may  be  adversely
affected by, the rights of the holders of shares of any series of preferred stock, including those currently outstanding and those
that we may designate and issue in the future.

1

Exhibit 4.10

Our common stock is listed on the Nasdaq Global Select Market under the symbol "SCOR." The transfer agent and registrar for
the common stock is American Stock Transfer & Trust Company, LLC. Its address is 6201 15  Avenue, Brooklyn, NY 11219,
and its telephone number is (800) 937-5449.

th

Preferred Stock

Under  the  terms  of  our  amended  and  restated  certificate  of  incorporation,  our  Board  is  authorized  to  issue  shares  of  preferred
stock in one or more series, from time to time, without stockholder approval and to establish the number of shares to be included
in  each  such  series.  Our  Board  has  the  discretion  to  determine  the  designation,  powers,  preferences,  privileges,  rights,
qualifications,  limitations  and  restrictions,  including  voting  rights,  redemption  privileges  and  liquidation  preferences,  of  each
series of preferred stock. The rights, preferences, privileges and restrictions of the preferred stock of each series will be fixed by
the certificate of designation relating to that series.

The issuance of preferred stock will affect, and may adversely affect, the rights of holders of common stock. It is not possible to
state the actual effect of the future issuance of any shares of preferred stock on the rights of holders of common stock until the
Board determines the specific rights attached to that preferred stock. The effects of issuing preferred stock could include one or
more of the following:

•
•
•
•

restricting dividends on the common stock;
diluting the voting power of the common stock;
impairing the liquidation rights of the common stock; and
delaying or preventing changes in control or management of us.

We currently have 82,527,609 outstanding shares of Series B Convertible Preferred Stock. We have no other classes of preferred
stock currently designated or outstanding. Preferred stock will be fully paid and nonassessable upon issuance.

Series B Convertible Preferred Stock

On  March  10,  2021  (the  "Closing  Date"),  we  filed  a  certificate  of  designations,  which  designated  82,527,609  shares  of  our
preferred  stock  as  Series  B  Convertible  Preferred  Stock  ("Certificate  of  Designations").  As  of  December  31,  2022,  there  were
82,527,609  shares  of  our  Series  B  Convertible  Preferred  Stock  outstanding.  The  Series  B  Convertible  Preferred  Stock  ranks
senior  to  our  common  stock  with  respect  to  dividend  rights  and  rights  on  the  distribution  of  assets  on  any  voluntary  or
involuntary liquidation, dissolution or winding up of our affairs.
The  Series  B  Convertible  Preferred  Stock  has  a  liquidation  preference  equal  to  the  higher  of  (i)  the  initial  purchase  price,
increased  by  accrued  dividends  per  share,  and  (ii)  the  amount  per  share  of  Series  B  Convertible  Preferred  Stock  that  a  holder
would have received if such holder, immediately prior to our voluntary or involuntary liquidation, dissolution or winding up of
our  affairs,  converted  such  share  into  common  stock.  The  holders  of  Series  B  Convertible  Preferred  Stock  are  entitled  to
participate in all dividends declared on the common stock on an as-converted basis and are also entitled to a cumulative dividend
at the rate of 7.5% per annum, payable annually in arrears and subject to increase under certain specified circumstances ("Annual
Dividends"), in each case, on the terms and subject to the conditions set forth in the Certificate of Designations. In addition, such
holders  are  entitled  to  a  one-time  dividend  on  the  Series  B  Convertible  Preferred  Stock  (the  "Special  Dividend")  equal  to  the
highest dividend that the Board determines can be paid at that time (or a lesser amount as may be unanimously agreed upon by
the  initial  selling  stockholders  and  certain  transferees),  subject  to  the  additional  conditions  and  limitations  set  forth  in  the
Stockholders Agreement (the "SHA").

2

Exhibit 4.10

Subject to certain anti-dilution adjustments and customary provisions related to partial dividend periods, the Series B Convertible
Preferred  Stock  is  convertible  at  the  option  of  the  holders  at  any  time  into  a  number  of  shares  of  common  stock  equal  to  the
Conversion Rate (as defined in the Certificate of Designations), which was initially 1:1; provided that each holder will receive
cash in lieu of fractional shares (if any). At any time after the fifth anniversary of the Closing Date, we may elect to convert all of
the outstanding shares of Series B Convertible Preferred Stock into shares of common stock if (a) the closing sale price of the
common stock was greater than 140% of the conversion price as of such time, as may be adjusted pursuant to the Certificate of
Designations, (i) for at least 20 trading days in any period of 30 consecutive trading days immediately prior to the date of notice
of  mandatory  conversion  and  (ii)  on  the  last  trading  day  of  such  30-day  period  and  (b)  the  pro  rata  share  of  an  aggregate  of
$100,000,000 in Annual Dividends and/or Special Dividends has been paid with respect to each share of Series B Convertible
Preferred Stock that was outstanding as of the Closing Date and remains outstanding.

If  we  undergo  certain  change  of  control  transactions,  (a)  each  holder  of  outstanding  shares  of  Series  B  Convertible  Preferred
Stock will have the option to require us to purchase any or all of its shares of Series B Convertible Preferred Stock at a purchase
price  per  share  of  Series  B  Convertible  Preferred  Stock  equal  to  the  Liquidation  Preference  (as  defined  in  the  Certificate  of
Designations) of such share of Series B Convertible Preferred Stock as of the applicable date ("Change of Control Put") and (b)
to the extent the holder has not exercised the Change of Control Put, we will have the right to redeem, subject to the holder's right
to convert prior to such redemption, all of such holder's shares of Series B Convertible Preferred Stock, or if a holder exercises
the Change of Control Put in part, the remainder of such holder's shares of Series B Convertible Preferred Stock, at a redemption
price per share equal to the Liquidation Preference as of the date of redemption.

The  holders  of  shares  of  Series  B  Convertible  Preferred  Stock  are  entitled  to  vote  as  a  single  class  with  the  holders  of  the
common stock and the holders of any of our other classes or series of capital stock then entitled to vote with the common stock
on all matters submitted to a vote of the holders of common stock. Each holder is entitled to the number of votes equal to the
product of (i) the largest number of whole shares of common stock into which all shares of Series B Convertible Preferred Stock
could be converted pursuant to the Certificate of Designations (except that the conversion rate for this purpose will be equal to
the  product  of  the  applicable  conversion  factor  and  0.98091271)  multiplied  by  (ii)  a  fraction,  the  numerator  of  which  is  the
number  of  shares  of  Series  B  Convertible  Preferred  Stock  held  by  such  holder  and  the  denominator  of  which  is  the  aggregate
number of issued and outstanding shares of Series B Convertible Preferred Stock, in each case at and calculated as of the record
date for the determination of stockholders entitled to vote or consent on such matters or, if no such record date is established, at
and as of the date such vote or consent is taken or any written consent of stockholders is first executed; provided, among other
things, that to the extent the Series B Convertible Preferred Stock held by any initial stockholder and certain transferees would, in
the aggregate, represent voting rights with respect to more than 16.66% of the common stock (including the Series B Convertible
Preferred Stock on an as-converted basis) (the "Voting Threshold"), such initial stockholder and transferees and affiliates will not
be  permitted  to  exercise  the  voting  rights  with  respect  to  any  shares  of  Series  B  Convertible  Preferred  Stock  held  by  them  in
excess  of  the  Voting  Threshold  and  we  will  exercise  the  voting  rights  with  respect  to  such  shares  of  Series  B  Convertible
Preferred  Stock  in  excess  of  the  Voting  Threshold  in  a  neutral  manner.  If  a  holder  acquires  shares  of  Series  B  Convertible
Preferred  Stock  from  another  holder,  the  acquiring  holder's  Voting  Threshold  will  be  increased  proportionately  based  on  the
number of shares of Series B Convertible Preferred Stock that such holder acquires and the disposing holder's Voting Threshold
will  be  decreased  proportionately  based  on  the  number  of  shares  of  Series  B  Convertible  Preferred  Stock  that  such  holder
disposes of, such that the aggregate Voting Threshold of all holders of shares of Series B Convertible Preferred Stock does not
exceed 49.99%.

3

Exhibit 4.10

The full text of the Certificate of Designations was previously filed as Exhibit 3.2 to our Current Report on Form 8-K filed with
the SEC on March 15, 2021. The foregoing description of the Certificate of Designations and the Series B Convertible Preferred
Stock does not purport to be complete and is qualified in its entirety by reference to such exhibit.

Warrants

In June 2019, we issued Series A Warrants to CVI Investments, Inc. ("CVI Investments") in connection with a private placement
that closed on June 26, 2019 (the "CVI Closing Date"). The Series A Warrants are exercisable for a period of five years from the
CVI Closing Date and are currently exercisable into 5,457,026 shares of common stock. The adjusted exercise price for the Series
A Warrants is $2.4719.

The exercise price for the Series A Warrants is subject to further adjustment in certain circumstances. In addition, if and to the
extent the exercise of any warrants would, together with the issuances of common stock to CVI Investments on the CVI Closing
Date  and  the  shares  issued  pursuant  to  the  exercise  of  any  other  warrants,  result  in  the  issuance  of  20.0%  or  more  of  our
outstanding  common  stock  on  the  CVI  Closing  Date,  then  we  intend  to,  in  lieu  of  issuing  such  shares,  settle  the  obligation  to
issue such shares in cash. CVI Investments may not exercise such warrants to the extent (but only to the extent) it or any of its
affiliates would beneficially own a number of shares of our common stock which would exceed 4.99%. CVI Investments has the
right, in its discretion, to raise this threshold up to 9.99% with 60 days' notice to us.

Applicable Forum, Venue, and Jurisdiction

Our  bylaws  establish  the  Court  of  Chancery  in  the  State  of  Delaware  as  the  exclusive  forum  for  any  derivative  action  or
proceeding brought by or on behalf of comScore, Inc. and its consolidated subsidiaries (the "Company"), any action asserting a
breach  of  fiduciary  duty  by  a  director,  officer  or  employee  of  the  Company  to  the  Company  or  its  stockholders,  any  action
asserting  a  claim  under  the  DGCL,  our  amended  and  restated  certificate  of  incorporation  or  bylaws,  or  any  action  asserting  a
claim governed by the internal affairs doctrine unless otherwise agreed to by us.

However, the exclusive forum provision would not apply to suits brought to enforce any liability or duty created by the Securities
Act of 1933, as amended, or the Exchange Act, or any other claim for which the federal courts have exclusive jurisdiction. To the
extent  any  such  claims  may  be  based  upon  federal  law  claims,  Section  27  of  the  Exchange  Act  creates  exclusive  federal
jurisdiction  over  all  suits  brought  to  enforce  any  duty  or  liability  created  by  the  Exchange  Act  or  the  rules  and  regulations
thereunder. Furthermore, Section 22 of the Securities Act creates concurrent jurisdiction for the federal and state courts over all
suits brought to enforce any duty or liability created by the Securities Act or the rules and regulations thereunder.

Effect  of  Certain  Provisions  of  our  Amended  and  Restated  Certificate  of  Incorporation  and  Bylaws  and  the  Delaware
Anti-Takeover Statute

Delaware  law  and  our  amended  and  restated  certificate  of  incorporation  and  bylaws  contain  provisions  that  could  make  the
following transactions more difficult:

•

•

•

acquisition of us by means of a tender offer;

acquisition of us by means of a proxy contest or otherwise; or

removal of our incumbent officers and directors.

4

Exhibit 4.10

These provisions, summarized below, are expected to discourage coercive takeover practices and inadequate takeover bids and to
promote stability in our management. These provisions are also designed to encourage persons seeking to acquire control of us to
first negotiate with our Board.

Amended and Restated Certificate of Incorporation and Bylaws

Our amended and restated certificate of incorporation and our bylaws provide for the following:

•

•

•

•

•

•

Undesignated Preferred Stock. The ability to authorize undesignated preferred stock makes it possible for our Board to
issue one or more series of preferred stock with voting or other rights or preferences that could impede the success of any
attempt to change control of the Company. These and other provisions may have the effect of deferring hostile takeovers
or delaying changes in control or management of us.

Stockholder  Meetings.  Our  charter  documents  provide  that  a  special  meeting  of  stockholders  may  be  called  only  by
resolution adopted by the Board, the chairman of the Board or the chief executive officer.

Requirements for Advance Notification of Stockholder Nominations and Proposals. Our bylaws establish advance notice
procedures  with  respect  to  stockholder  proposals  and  the  nomination  of  candidates  for  election  as  directors,  other  than
nominations made by or at the direction of the Board or a committee of the Board.

Board Classification. Our Board is divided into three classes. The directors in each class serve for a three-year term, one
class being elected each year by our stockholders. This system of electing and removing directors may tend to discourage
a  third  party  from  making  a  tender  offer  or  otherwise  attempting  to  obtain  control  of  us,  because  it  generally  makes  it
more difficult for stockholders to replace a majority of the directors.

Limits on Ability of Stockholders to Act by Written Consent. We have provided in our certificate of incorporation that our
stockholders may not act by written consent. This limit on the ability of our stockholders to act by written consent may
lengthen the amount of time required to take stockholder actions. As a result, a holder controlling a majority of our capital
stock would not be able to amend our bylaws or remove directors without holding a meeting of our stockholders called in
accordance with our bylaws.

Amendment  of  Certificate  of  Incorporation  and  Bylaws.  The  amendment  of  the  above  provisions  of  our  amended  and
restated  certificate  of  incorporation  and  bylaws  requires  approval  by  holders  of  at  least  two-thirds  of  our  outstanding
capital stock entitled to vote generally in the election of directors.

Delaware Anti-Takeover Statute

We are subject to Section 203 of the DGCL, which prohibits a Delaware corporation from engaging in any business combination
with any interested stockholder for a period of three years after the date that such stockholder became an interested stockholder,
with the following exceptions:

•

•

before such date, the board of directors of the corporation approved either the business combination or the transaction that
resulted in the stockholder becoming an interested stockholder;

upon  completion  of  the  transaction  that  resulted  in  the  stockholder  becoming  an  interested  stockholder,  the  interested
stockholder owned at least 85% of the voting stock

5

Exhibit 4.10

of the corporation outstanding at the time the transaction began, excluding for purposes of determining the voting stock
outstanding (but not the outstanding voting stock owned by the interested stockholder) those shares owned (i) by persons
who are directors and also officers and (ii) employee stock plans in which employee participants do not have the right to
determine confidentially whether shares held subject to the plan will be tendered in a tender or exchange offer; or

•

on  or  after  such  date,  the  business  combination  is  approved  by  the  board  of  directors  and  authorized  at  an  annual  or
special  meeting  of  the  stockholders,  and  not  by  written  consent,  by  the  affirmative  vote  of  at  least  66  2/3%  of  the
outstanding voting stock that is not owned by the interested stockholder.

In general, Section 203 defines business combination to include the following:

•

•

•

•

•

any merger or consolidation involving the corporation and the interested stockholder;

any  sale,  lease,  exchange,  mortgage,  transfer,  pledge  or  other  disposition  of  10%  or  more  of  either  the  assets  or
outstanding stock of the corporation involving the interested stockholder;

subject to certain exceptions, any transaction that results in the issuance or transfer by the corporation of any stock of the
corporation to the interested stockholder;

any transaction involving the corporation that has the effect of increasing the proportionate share of the stock of any class
or series of the corporation beneficially owned by the interested stockholder; or

the  receipt  by  the  interested  stockholder  of  the  benefit  of  any  loans,  advances,  guarantees,  pledges  or  other  financial
benefits by or through the corporation.

In  general,  Section  203  defines  interested  stockholder  as  an  entity  or  person  who,  together  with  affiliates  and  associates,
beneficially owns, or within three years prior to the determination of interested stockholder status did own, 15% or more of the
outstanding voting stock of the corporation.

6

SUBSIDIARIES OF THE REGISTRANT

Exhibit 21.1

Name of Subsidiary
Carmenere Holding Company
comScore (Beijing) Information Technology Company Limited
comScore Argentina S.A.
comScore Asia Limited
comScore Asia Pte Ltd.
comScore Australia Pty Limited
comScore Brand Awareness, L.L.C.
comScore Brazil Ltda.
comScore BV
comScore Canada, Inc.
comScore Chile S.A.
comScore Colombia SAS
comScore CZ s.r.o.
comScore Europe, LLC
comScore France SARL
comScore GmbH
comScore Holdings LLC
comScore International Inc.
comScore Japan Kabushiki Kaisha
comScore Mexico, S.A. de C.V.
comScore Peru S.A.C.
comScore Sweden AB
comScore Technologies India Private Limited
comScore UK Ltd
comScore Worldnet Europe, S.L.U.
comScore, S.L.U.
Conniaco (Finland) OY
Conniaco (Norway) AS
Conniaco (Sweden) AB
Conniaco B.V.
Creative Knowledge, Inc.
CS Finance BV
CS Worldnet Holding B.V
CS Worldnet US Holdco LLC
CSWS, LLC
Full Circle Studies, Inc.
Hollywood Software, Inc.
LNKMTR, LLC
M.Labs, LLC
Marketscore, Inc.
Nedstat Ltd
PLX Acquisition Corp

Jurisdiction of Incorporation
Delaware, U.S.A.
China
Argentina
Hong Kong
Singapore
Australia
Delaware, U.S.A.
Brazil
Netherlands
Canada
Chile
Colombia
Czech Republic
Delaware, U.S.A.
France
Germany
Delaware, U.S.A.
Delaware, U.S.A.
Japan
Mexico
Peru
Sweden
India
United Kingdom
Spain
Spain
Finland
Norway
Sweden
Netherlands
Delaware, U.S.A.
Netherlands
Netherlands
Delaware, U.S.A.
Virginia, U.S.A.
Delaware, U.S.A.
California, U.S.A..
Delaware, U.S.A.
Delaware, U.S.A.
Delaware, U.S.A.
United Kingdom
Delaware, U.S.A.

Proximic, LLC
Rentrak Argentina SRL
Rentrak Australia Pty Ltd
Rentrak B.V.
Rentrak Brazil Pesquisa de Mercado SL LTDA
Rentrak Canada, Inc.
Rentrak Corporation Mexico, S. de R.L. de C.V.
Rentrak France EURL
Rentrak Germany GmbH
Rentrak Holdings UK Limited
Rentrak Latin American Stockholder LLC
Rentrak Limited
Rentrak Spain, SL
Rentrak, LLC
Shareablee, LLC
SS Media Holdco, LLC
TMRG, Inc.
Voicefive, Inc.

Delaware, U.S.A.
Argentina
Australia
Netherlands
Brazil
Canada
Mexico
France
Germany
United Kingdom
Delaware, U.S.A.
United Kingdom
Spain
Oregon, U.S.A.
Delaware, U.S.A.
Delaware, U.S.A.
Delaware, U.S.A.
Delaware, U.S.A.

Exhibit 23.1

CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

We consent to the incorporation by reference in Registration Statement Nos. 333-144281, 333-155355, 333-159126, 333-166349, 333-172838, 333-
179625, 333-186764, 333-194010, 333-202221, 333-209310, 333-225400, 333-239931 333-261890, and 333-265922 on Form S-8, and Registration
Statement Nos. 333-231778, 333-226246, and 333-259181 on Form S-3 of our reports dated February 28, 2023, relating to the financial statements of
comScore, Inc. and subsidiaries (the “Company”) and the effectiveness of the Company’s internal control over financial reporting appearing in this
Annual Report on Form 10-K for the year ended December 31, 2022.

/s/ Deloitte & Touche LLP

McLean, Virginia
March 1, 2023

 
Exhibit 31.1

I, Jonathan Carpenter, certify that:

1. I have reviewed this Annual Report on Form 10-K of comScore, Inc.;

CERTIFICATIONS

2. 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;

3. 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;

4. The registrant's other certifying officer(s) 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) 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;

(b)  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;

(c)  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

(d) 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(s) 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) 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

(b) 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.

/s/ Jonathan Carpenter
Jonathan Carpenter
Chief Executive Officer
(Principal Executive Officer)

Date: March 1, 2023

Exhibit 31.2

I, Mary Margaret Curry, certify that:

1. I have reviewed this Annual Report on Form 10-K of comScore, Inc.;

CERTIFICATIONS

2. 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;

3. 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;

4. The registrant's other certifying officer(s) 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) 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;

(b)  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;

(c)  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

(d) 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(s) 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) 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

(b) 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.

/s/ Mary Margaret Curry
Mary Margaret Curry
Chief Financial Officer and Treasurer
(Principal Financial Officer)

Date: March 1, 2023

Exhibit 32.1

Certification Pursuant to 18 U.S.C. Section 1350

In connection with the Annual Report of comScore, Inc. (the "Company") on Form 10-K for the year ended December 31, 2022, as filed with the Securities
and Exchange Commission (the "SEC") on the date hereof (the "Report"), I, Jonathan Carpenter, Chief Executive Officer of the Company, certify, pursuant
to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, that, to the best of my knowledge:

(1) The Report fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934; and

(2) The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Company.

A signed original of this written statement has been provided to the Company and will be retained by the Company and furnished to the SEC or its staff
upon request.

/s/ Jonathan Carpenter
Jonathan Carpenter
Chief Executive Officer
(Principal Executive Officer)

Date: March 1, 2023

Exhibit 32.2

Certification Pursuant to 18 U.S.C. Section 1350

In connection with the Annual Report of comScore, Inc. (the "Company") on Form 10-K for the year ended December 31, 2022, as filed with the Securities
and Exchange Commission (the "SEC") on the date hereof (the "Report"), I, Mary Margaret Curry, Chief Financial Officer and Treasurer of the Company,
certify, pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, that, to the best of my knowledge:

(1) The Report fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934; and

(2) The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Company.

A signed original of this written statement has been provided to the Company and will be retained by the Company and furnished to the SEC or its staff
upon request.

/s/ Mary Margaret Curry
Mary Margaret Curry
Chief Financial Officer and Treasurer
(Principal Financial Officer)

Date: March 1, 2023