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Redfin

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Employees 1001-5000
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FY2020 Annual Report · Redfin
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
(Mark One)

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

or

☐ TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from ___ to ___

Commission file number 001-38160

Redfin Corporation

(Exact name of registrant as specified in its charter)

Delaware

(State or other jurisdiction of incorporation or
organization)

1099 Stewart Street

Seattle

Suite 600

WA

(Address of Principal Executive Offices)

74-3064240

(I.R.S. Employer Identification No.)

98101

(Zip Code)

(206) 576-8333

Registrant's telephone number, including area code

Securities registered pursuant to Section 12(b) of the Act:

Title of each class

Trading Symbol

Name of each exchange on which registered

Common Stock, $0.001 par value per share

RDFN

The 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 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, or a smaller reporting
company. See the definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” in Rule 12b-2 of the Exchange
Act. (Check one):

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.

☒

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange
Act).

☐

Yes

☒

No

As of the last business day of the registrant’s most recently completed second fiscal quarter, the aggregate market value of the registrant's
common stock held by its non-affiliates, computed by reference to the price at which the common stock was last sold, was $4,018,176,739.

The registrant had 103,206,434 shares of common stock outstanding as of February 10, 2021.

DOCUMENTS INCORPORATED BY REFERENCE

The portions of the registrant's proxy statement to be filed in connection with the registrant’s 2021 Annual Meeting of Stockholders that are
responsive to the disclosure required by Part III of Form 10-K are incorporated by reference into Part III of this Form 10-K.

Redfin Corporation

Annual Report on Form 10-K
For the Year Ended December 31, 2020

Table of Contents

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

PART II
Item 5.

Item 6.
Item 7.
Item 7A.
Item 8.
Item 9.
Item 9A.
Item 9B.

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

PART IV
Item 15.
Item 16.

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

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

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

Exhibits, Financial Statement Schedules
Form 10-K Summary

Signatures

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As used in this annual report, the terms "Redfin," "we," "us," and "our" refer to Redfin Corporation and its subsidiaries taken as a

whole, unless otherwise noted or unless the context indicates otherwise. However, when referencing (i) our 2023 notes and our 2025 notes,
the terms “we,” “us,” and “our” refer only to Redfin Corporation and not to Redfin Corporation and its subsidiaries taken as a whole, (ii) the
secured revolving credit facility with Goldman Sachs, the terms "we," "us," and "our" refer only to RedfinNow Borrower LLC, and (iii) each
warehouse credit facility, the terms "we," "us"," and "our" refer only to Redfin Mortgage, LLC.

Note Regarding Forward-Looking Statements

This annual report contains forward-looking statements. All statements contained in this report other than statements of historical

fact, including statements regarding our future operating results and financial position, our business strategy and plans (including the closing
of our acquisition, as well as integration, of RentPath), our market growth and trends, and our objectives for future operations, are forward-
looking statements. The words “believe,” “may,” “will,” “estimate,” “continue,” “anticipate,” “intend,” “expect,” “could,” “would,” “project,” “plan,”
"hope," “potentially,” “preliminary,” “likely,” and similar expressions are intended to identify forward-looking statements. We have based these
forward-looking statements largely on our current expectations and projections about future events and trends that we believe may affect our
financial condition, results of operations, business strategy, short-term and long-term business operations and objectives, and financial
needs. These forward-looking statements are subject to a number of risks, uncertainties, and assumptions, including those described under
Item 1A. Moreover, we operate in a very competitive and rapidly changing environment. New risks emerge from time to time. It is not possible
for our management to predict all risks, nor can we assess the effect of all factors on our business or the extent to which any factor, or
combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements we may make. In
light of these risks, uncertainties, and assumptions, the future events and trends discussed in this report may not occur and actual results
could differ materially and adversely from those anticipated or implied in the forward-looking statements. Accordingly, you should not rely on
forward-looking statements as predictions of future events. Although we believe that the expectations reflected in the forward-looking
statements are reasonable, we cannot guarantee that the future results, performance, or events and circumstances reflected in the forward-
looking statements will be achieved or occur. We undertake no obligation to update any of these forward-looking statements for any reason
after the date of this report or to conform these statements to actual results or revised expectations.

Note Regarding Industry and Market Data

This annual report contains information using industry publications that generally state that the information contained therein has

been obtained from sources believed to be reliable, but such information may not be accurate or complete. While we are not aware of any
misstatements regarding the information from these industry publications, we have not independently verified any of the data from third-party
sources nor have we ascertained the underlying economic assumptions relied on therein.

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Item 1. Business

Overview

PART I

We help people buy and sell homes. Representing customers in over 95 markets in the United States and Canada, we are a

residential real estate brokerage. We pair our own agents with our own technology to create a service that is faster, better, and costs less.
We meet customers through our listings-search website and mobile application.

We use the same combination of technology and local service to originate mortgage loans and offer title and settlement services; we

also buy homes directly from homeowners who want an immediate sale, taking responsibility for selling the home while the original owner
moves on.

Our mission is to redefine real estate in the consumer’s favor.

Representing Customers

Our brokerage efficiency results in savings that we share with our customers. We charge most home sellers a commission of 1% to

1.5%, compared to the 2.5% to 3% typically charged by traditional brokerages. Additionally, we refund homebuyers a portion of the
commission we earn; the average refund per transaction was $1,750 in 2020.

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The results of our customer-first approach are clear. We:

helped customers buy or sell more than 310,000 homes worth more than $152 billion through 2020;

saved customers nearly $1 billion, when compared to a 2.5% commission, since our launch in 2006;

drew more than 42 million monthly average visitors to our website and mobile application in 2020, 28% more compared to 2019;

had customers return to us for another transaction at a 54% higher rate than competing brokerages;

sold Redfin-listed homes for nearly $2,200 more on average compared to the list price than competing brokerages’ listings in 2020,
according to a study we commissioned; and

had listings on the market for an average of 35 days in 2020 compared to the industry average of 40 days, according to a study we
commissioned; and, according to the same study, approximately 91% of Redfin listings sold within 90 days versus the industry
average of approximately 78%.

To serve customers when our own agents can’t due to high demand or geographic limitations, we’ve developed partnerships with
over 6,800 agents at other brokerages. Once we refer a customer to a partner agent, that agent, not us, represents the customer from the
initial meeting through closing, at which point the agent pays us a portion of her commission as a referral fee.

Complete Customer Solution

Our long-term goal is to combine brokerage, mortgage, title services, and instant offers to directly purchase a consumer's home into

one solution, sharing information, coordinating deadlines, and streamlining processes so that a consumer's move is easier and often less
costly. As we integrate these services more closely over time, we believe we can help consumers move much more efficiently than a
combination of stand-alone brokerages, mortgage lenders, and title companies ever could.

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Redfin Mortgage underwrites mortgage loans and, after originating each loan, Redfin Mortgage sells the loans to third-party

mortgage investors. Redfin Mortgage does not intend to retain or service mortgage loans. Redfin Mortgage has officially launched in 56
markets across Arizona, Colorado, Delaware, District of Columbia, Florida, Georgia, Illinois, Maryland, Massachusetts, Michigan, Minnesota,
New Hampshire, New Jersey, North Carolina, Ohio, Pennsylvania, South Carolina, Tennessee, Texas, Virginia, and Wisconsin.

We offer title and settlement services through Title Forward. Title Forward has officially launched in 27 markets across Colorado,

District of Columbia, Florida, Georgia, Illinois, Maryland, Minnesota, New Jersey, Pennsylvania, Tennessee, Texas, Virginia, Washington, and
Wisconsin.

We buy homes directly from homeowners and resell them to homebuyers through RedfinNow. Customers who sell through
RedfinNow typically get less money for their home than they would listing their home with a real estate agent. However, they get that money
faster with less risk and disruption. RedfinNow is currently active in 16 markets across Arizona, California, Colorado, Texas, and Washington.

Competition

The residential brokerage industry is highly fragmented, with numerous active licensed agents and brokerages, and is evolving

rapidly in response to technological advancements, changing customer preferences, and new offerings. We compete primarily against other
residential real estate brokerages, which include franchise operations affiliated with national or local brands, and small independent
brokerages. We also compete with hybrid residential brokerages, which combine Internet technology and brokerage services, and a growing
number of others that operate with non-traditional real estate business models. Competition is particularly intense in some of the densely
populated metropolitan markets we serve, as they are dominated by entrenched real estate brokerages and are the primary markets for
innovative and well-capitalized new entrants.

We believe we compete primarily based on:

access to timely, accurate data about homes for sale;

traffic to our website and mobile application, which themselves are subject to competition against real estate data websites that
aggregate listings and sell advertising to traditional brokers;

the speed and quality of our service, including agent responsiveness and local knowledge;

our ability to hire and retain agents who deliver the best customer service;

the costs of delivering our service and the price of our service to consumers;

consumer awareness of our service and the effectiveness of our marketing efforts;

technological innovation; and

depth and breadth of local referral networks.

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For mortgage origination, we compete with numerous national and local multi-product banks as well as focused mortgage

originators. We compete with other providers based primarily on service, product selection, interest rates, and origination fees.

For title and settlement services, we compete with numerous national and local companies that typically focus solely on these

services. We compete primarily on timeliness of service and fees.

Our RedfinNow service competes with real estate companies whose primary service is buying and selling homes, and home rental

companies that purchase homes and then rent them. We also compete with divisions of several residential real estate companies and a real
estate data website. We compete primarily on the prices we offer customers to buy their homes.

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Seasonality

For the impact of seasonality on our business, see "Quarterly Results of Operations and Key Business Metrics" under Item 7.

Our Lead Agents

Our goal is to be the best employer in real estate. At the heart of this goal is an investment in the real estate agents who directly help
our customers buy and sell homes. We refer to these agents as our lead agents. Unlike traditional real estate brokerages, where agents work
as independent contractors, we employ our lead agents and pay them a salary, offer them an opportunity to earn additional cash and equity
compensation, and provide them with health insurance and other benefits. As a result, our lead agents in 2020 earned a median income that
was twice as much as agents at competing brokerages. Also in 2020, our lead agents were, on average, nearly three times more productive
than agents at competing brokerages. Our investment in our lead agents has resulted in a significant competitive advantage in agent
retention, as our lead agents were 13% more likely to stay with us from 2019 to 2020 than agents at competing brokerages. Our ability to
attract, develop, and retain lead agents is critical to our success.

As of December 31, 2020, we had 4,185 employees. For 2020, our average number of lead agents was 1,757. See "Key Business

Metrics-Average Number of Lead Agents" under Item 7.

Our Executive Officers

Below is information regarding our executive officers. Each executive officer holds office until his or her successor is duly elected and

qualified or until the officer’s earlier resignation, disqualification, or removal.

• Glenn Kelman, age 50, has served as our chief executive officer since September 2005 and one of our directors since March 2006.

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Bridget Frey, age 43, has been employed by us since June 2011 and has served as our chief technology officer since February
2015.

Ee Lyn Khoo, age 43, has served as our chief human resources officer since January 2021. Previously, Ms. Khoo served in several
different roles with Amazon (a technology company) from January 2008 to December 2020. As Human Resources Director, Global
Talent Management from December 2013 to June 2017, Ms. Khoo deployed talent management products at a company-wide level.
As Vice President of Human Resources from July 2017 to December 2020, Ms. Khoo led the human resources function across a
variety of Amazon businesses, including Advertising, Prime Video, Physical Stores/Grocery, Consumer, and Global Expansion and
Mergers and Acquisition.

Scott Nagel, age 55, has been employed by us since July 2007 and has served as our president of real estate operations since May
2013.

• Chris Nielsen, age 54, has served as our chief financial officer since June 2013.

• Christian Taubman, age 42, has served as our chief product officer since October 2019. Previously, Mr. Taubman served in several
different roles with Amazon (a technology company) from April 2011 to October 2019. As Director - Smart Home Verticals from
December 2017 to October 2019, Mr. Taubman led employees in product management, software engineering, and program
management, with the mission of helping customers to connect more smart devices to Amazon's Alexa virtual assistant. As Senior
Manager - International Retail Expansion from May 2016 to December 2017, Mr. Taubman led an initiative to create a faster retail
international expansion model. As Senior Manager - Prime Delivery from April 2011 to May 2016, Mr. Taubman helped launch
Amazon's Prime free same-day delivery benefit in the United States, United Kingdom, and Germany.

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Adam Wiener, age 42, has been employed by us since October 2007 and has served as our chief growth officer since May 2015.

Our Regulatory Environment

The residential real estate industry is heavily regulated by federal, state, and local governments in the United States. Because of our
complete customer solution approach of combining brokerage, mortgage, title services, and instant offers, a customer may be able to receive
more than one real estate-related service from us. Accordingly, some government regulations affect more than one of our operating
segments and may impact our ability to offer multiple services to the same customer.

For example, the Real Estate Settlement Procedures Act of 1974 restricts, with some exceptions, kickbacks or referral fees that real
estate settlement service providers, such as brokerages, mortgage originators, and title and closing service providers, may pay or receive in
connection with the referral of settlement services. Furthermore, the Fair Housing Act of 1968 (the “FHA”) prohibits discrimination in the
purchase or sale of homes. The FHA applies to real estate agents, mortgage lenders, title companies, and home sellers, such as RedfinNow,
as well as many forms of advertising and communications, including MLS listings and insights about home listings.

Additionally, our brokerage, mortgage, and title business each requires a license specific to its business from each state in which it

operates, and the licensing requirements vary by state. Furthermore, some of our employees who provide services for these businesses
must also hold individual licenses. These entity and individual licenses may be costly to obtain and maintain, which may adversely affect our
company’s earnings.

Our Website and Public Filings

Our website is www.redfin.com. Through this website, we make available, free of charge, our Annual Reports on Form 10-K,

Quarterly Reports on Form 10-Q, Current Reports on Form 8-K, and amendments to these reports filed or furnished pursuant to Section
13(a) or 15(d) of the Securities Exchange Act of 1934, as soon as reasonably practicable after we file such material with, or furnish it to, the
U.S. Securities and Exchange Commission (the "SEC").

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Item 1A. Risk Factors

You should carefully consider the risks described below, together with all other information in this annual report, before investing in

any of our securities. The occurrence of any single risk or any combination of risks could materially and adversely affect our business,
operating results, financial condition, liquidity, or competitive position, and consequently, the value of our securities. The material adverse
effects include, but are not limited to, not growing our revenue or market share at the pace that they have grown historically or at all, our
revenue and market share fluctuating on a quarterly and annual basis, an extension of our history of losses and a failure to become
profitable, not achieving the revenue and net income (loss) guidance that we provide, and harm to our reputation and brand.

Risks Related to Our Business and Industry

Our business depends significantly on the health of the U.S. residential real estate industry and macroeconomic factors.

Our success depends largely on the health of the U.S. residential real estate industry. This industry, in turn, is affected by changes in
general  economic  conditions,  which  are  beyond  our  control.  Any  of  the  following  factors  could  adversely  affect  the  industry  and  harm  our
business:

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seasonal or cyclical downturns in the U.S. residential real estate industry, which may be due to any single factor, or a combination of
factors, listed below, or factors which are currently not known to us or that have not historically affected the industry;

slow economic growth or recessionary conditions;

increased unemployment rates or stagnant or declining wages;

inflationary conditions;

low consumer confidence in the economy or the U.S. residential real estate industry;

adverse changes in local or regional economic conditions in the markets that we serve, particularly our top-10 markets and markets
into which we are attempting to expand;

increased mortgage rates; reduced availability of mortgage financing; or increased down payment requirements;

low home inventory levels, which may result from zoning regulations and higher construction costs, among other factors;

lack of affordably priced homes, which may result from home prices growing faster than wages;

volatility and general declines in the stock market or lower yields on individuals' investment portfolios;

rising insurance and tax costs that increase the expenses associated with home ownership;

newly enacted and potential federal, state, and local legislative actions that would affect the residential real estate industry generally
or in our top-10 markets, including (i) actions that would increase the tax liability arising from buying, selling, or owning real estate, (ii)
actions that would change the way real estate brokerage commissions are negotiated, calculated, or paid, and (iii) potential reform
relating to Fannie Mae, Freddie Mac, and other government sponsored entities that provide liquidity to the mortgage market;

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changes that cause U.S. real estate to be more expensive for foreign purchases, such as (i) increases in the exchange rate for the
U.S. dollar compared to foreign currencies and (ii) foreign regulatory changes or capital controls that make it more difficult for foreign
purchasers to withdraw capital from their home countries or purchase and hold U.S. real estate;

changed generational views on homeownership and generally decreased financial resources available for purchasing homes; and

• war, terrorism, political uncertainty, natural disasters, inclement weather, health epidemics or pandemics, and acts of God.

COVID-19 has affected our business and may continue to affect our business.

Our success depends on a high volume of residential real estate transactions throughout the markets in which we operate. This

transaction volume affects all of the ways that we generate revenue, including our number of real estate services transaction, RedfinNow's
ability to sell homes that it owns, the number of loans our mortgage business originates and potentially resells, and the number of deals our
title and settlement business closes. COVID-19 has affected, and may continue to affect, residential real estate transaction volume.

We believe that COVID-19's impact on our residential real estate transaction volume depends largely on the existence and
prevalence of the two factors described below. If one or both of these factors exists to a large extent in the markets in which we operate, our
residential real estate transaction volume may significantly decline.

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Prohibitions or limitations on in-person activities associated with residential real estate transactions, whether imposed (i) by a city,
county, or state, government through shelter-in-place, stay-at-home, or similar isolation orders or otherwise or (ii) by us to protect the
health of our customers, agents, and communities.

Lack of consumer desire for in-person interactions and physical home tours that have historically been important aspects of the
homebuying and home selling process.

Additionally, we believe that any prolonged economic impacts from COVID-19, including those described below, may also adversely

affect residential real estate transaction volume.

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Increased unemployment rates and stagnant or declining wages.

• Decreased consumer confidence in the economy and recessionary conditions.

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Volatility and declines in the stock market and lower yields on individuals' investment portfolios.

• More stringent mortgage financing conditions, including increased down payment requirements.

In addition to the volume of residential real estate transactions, our success also depends on the U.S. residential real estate industry

not experiencing a significant decline in the prices at which homes are bought and sold. If COVID-19's economic impacts cause home
transaction prices to decline, and especially if the decline occurs at an accelerated rate, our business will be adversely effected.

Our business is concentrated in certain geographic markets. Our failure to adapt to any substantial shift in the relative percentage
of residential housing transactions from these markets to other markets in the United States could adversely affect our financial
performance.

For the year ended December 31, 2020, our top-10 markets by real estate services revenue consisted of the metropolitan areas of

Boston, Chicago, Denver (including Boulder and Colorado Springs), Los Angeles (including Santa Barbara), Maryland, Northern Virginia,
Portland (including Bend), San Diego, San Francisco, and Seattle.

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Local and regional conditions in these markets may differ significantly from prevailing conditions in the United States or other parts of

the country. Accordingly, events may adversely and disproportionately affect demand for and sales prices of homes in these markets. Any
overall or disproportionate downturn in demand or home prices in any of our largest markets, particularly if we are unable to increase
revenue from our other markets, could adversely affect growth of our revenue and market share or otherwise harm our business.

Our top markets are primarily major metropolitan areas, where home prices and transaction volumes are generally higher than other
markets. As a result, our real estate services revenue and gross margin are generally higher in these markets than in our smaller markets. To
the extent people migrate to cities outside of these markets due to lower home prices or other factors, such as COVID-19, and this migration
continues to take place over the long-term, then the relative percentage of residential housing transactions may shift away from our historical
top markets where we have historically generated most of our revenue. Our inability to effectively adapt to any shift, including failing to
increase revenue from other markets, could adversely affect our financial performance and market share.

Competition in each of our lines of business is intense.

Many of our competitors across each of our businesses have substantial competitive advantages, such as longer operating histories,

stronger brand recognition, greater financial resources, more management, sales, marketing and other resources, superior local referral
networks, perceived local knowledge and expertise, and extensive relationships with participants in the residential real estate industry,
including third-party data providers such as multiple listing services ("MLSs"). Consequently, these competitors may have an advantage in
recruiting and retaining agents, attracting consumers, and growing their businesses. They may also be able to provide consumers with
offerings that are different from or superior to those we provide. The success of our competitors could result in our loss of market share and
harm our business.

We may be unable to maintain or improve our current technology offerings at a competitive level or develop new technology
offerings that meet customer or agent expectations. Our technology offerings may also contain undetected errors or
vulnerabilities.

Our technology offerings, including tools, features, and products, are key to our competitive plan for attracting potential customers

and hiring and retaining lead agents. Maintaining or improving our current technology to meet evolving industry standards and customer and
agent expectations, as well as developing commercially successful and innovative new technology, is challenging and expensive. For
example, the nature of development cycles may result in delays between the time we incur expenses and the time we introduce new
technology and generate revenue, if any, from those investments. Anticipated customer demand for a technology offering could also
decrease after the development cycle has commenced, and we would not be able to recoup costs, which may be substantial, we incurred.

As standards and expectations evolve and new technology becomes available, we may be unable to identify, design, develop, and
implement, in a timely and cost-effective manner, new technology offerings to meet those standards and expectations. As a result, we may
be unable to compete effectively, and to the extent our competitors develop new technology offerings faster than us, they may render our
offerings noncompetitive or obsolete. Additionally, even if we implemented new technology offerings in a timely manner, our customers and
agents may not accept or be satisfied by the offerings.

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For example, COVID-19 has, for at least the short-term, affected the way that customers tour homes and interact with their real
estate agent, as more tours and interactions have shifted towards electronic or virtual mediums. While we have updated our technology
offerings in an attempt to respond to this change, there is no assurance that customers will adopt our updated technology offerings over
those of our competitors. To the extent that the shift in customer touring and interaction develop into a long-term trend and we fail to update
our technology offerings to respond to this shift, then we may be unable to attract potential customers. Furthermore, it is also possible that
customers will revert to more traditional ways of touring homes and interacting with their agents when COVID-19's impacts have subsided. In
that scenario, our updated technology offerings focused on electronic or virtual mediums may become obsolete or less frequently used than
we anticipated, and we will be unable to recoup the costs that we have incurred and are currently incurring in developing these offerings.

Furthermore, our development and testing processes may not detect errors and vulnerabilities in our technology offerings prior to
their implementation. Any inefficiencies, errors, technical problems, or vulnerabilities arising in our technology offerings after their release
could reduce the quality of our services or interfere with our customers' and agents' access to and use of our technology and offerings.

We may be unable to obtain and provide comprehensive and accurate real estate listings quickly, or at all.

We believe that users of our website and mobile application come to us primarily because of the real estate listing data that we

provide. Accordingly, if we were unable to obtain and provide comprehensive and accurate real estate listings data, our primary channels for
meeting customers will be diminished. We get listings data primarily from MLSs in the markets we serve. We also source listings data from
public records, other third-party listing providers, and individual homeowners and brokers. Many of our competitors and other real estate
websites also have access to MLSs and other listings data, including proprietary data, and may be able to source listings data or other real
estate information faster or more efficiently than we can. Since MLS participation is voluntary, brokers and homeowners may decline to post
their listings data to their local MLS or may seek to change or limit the way that data is distributed. A competitor or another industry
participant could also create an alternative listings data service, which may reduce the relevancy and comprehensive nature of the MLSs. If
MLSs cease to be the predominant source of listings data in the markets that we serve, we may be unable to get access to comprehensive
listings data on commercially reasonable terms, or at all, which may result in fewer people using our website and mobile application.

We rely on business data to make decisions and drive our machine-learning technology, and errors or inaccuracies in such data
may adversely affect our business decisions and the customer experience.

We regularly analyze business data to evaluate growth trends, measure our performance, establish budgets, and make strategic

decisions. Much of this data is internally generated and has not been independently verified. While our business decisions are based on what
we believe to be reasonable calculations for the applicable period of measurement, there are inherent challenges in measuring and
interpreting the data, and we cannot be certain that the data are accurate. Errors or inaccuracies in the data could result in poor business
decisions, resource allocation, or strategic initiatives. For example, if we overestimate traffic to our website and mobile application, we may
not invest an adequate amount of resources in attracting new customers or we may hire more lead agents in a given market than necessary
to meet customer demand.

We also use our business data and proprietary algorithms to inform our machine learning, such as in the calculation of our Redfin

Estimate, which provides an estimate on the market value of individual homes. If customers disagree with us or if our Redfin Estimate fails to
accurately reflect market pricing such that we are unable to attract homebuyers or help our customers sell their homes at satisfactory prices,
or at all, customers may lose confidence in us.

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We may be unable to attract homebuyers and home sellers to our website and mobile application in a cost-effective manner.

Our website and mobile application are our primary channels for meeting customers. Accordingly, our success depends on our ability
to attract homebuyers and home sellers to our website and mobile application in a cost-effective manner. To meet customers, we rely heavily
on traffic generated from search engines and downloads of our mobile application from mobile application stores. We also rely on marketing
methods such as targeted email campaigns, paid search advertising, social media marketing, and traditional media, including TV, radio, and
billboards.

The number of visitors to our website and downloads of our mobile application depend in large part on how and where our website

and mobile application rank in Internet search results and mobile application stores, respectively. While we use search engine optimization to
help our website rank highly in search results, maintaining or improving our search result rankings is not within our control. Internet search
engines frequently update and change their ranking algorithms, referral methodologies, or design layouts, which determine the placement
and display of a user’s search results. In some instances, Internet search engines may change these rankings in order to promote their own
competing services or the services of one or more of our competitors. Similarly, mobile application stores can change how they display
searches and how mobile applications are featured. For instance, editors at the Apple iTunes Store can feature prominently editor-curated
mobile applications and cause the mobile application to appear larger than other applications or more visibly on a featured list.

Additionally, our marketing efforts may fail to attract the desired number of customers for a variety of reasons, including the creative

treatment for our advertisements may be ineffective or new third-party email delivery policies that make it more difficult for us to execute
targeted email campaigns.

If we are unable to deliver a rewarding experience on mobile devices, whether through our mobile website or mobile application,
we may be unable to attract and retain customers.

Developing and supporting a mobile website and mobile application across multiple operating systems and devices requires
substantial time and resources. We may not be able to consistently provide a rewarding customer experience on mobile devices and, as a
result, customers we meet through our mobile website or mobile application may not choose to use our services at the same rate as
customers we meet through our website.

As new mobile devices and mobile operating systems are released, we may encounter problems in developing or supporting our

mobile website or mobile application for them. Developing or supporting our mobile website or mobile application for new devices and their
operating systems may require substantial time and resources. The success of our mobile website and mobile application could also be
harmed by factors outside of our control, such as:

•

•

•

increased costs to develop, distribute, or maintain our mobile website or mobile application;

changes to the terms of service or requirements of a mobile application store that requires us to change our mobile application
development or features in an adverse manner; and

changes in mobile operating systems, such as Apple’s iOS and Google’s Android, that disproportionately affect us, degrade the
functionality of our mobile website or mobile application, require that we make costly upgrades to our technology offerings, or give
preferential treatment to competitors' websites or mobile applications.

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Our business model of employing lead agents subjects us to challenges not faced by our competitors. Our ability to hire and retain
a sufficient number of lead agents is critical to our ability to maintain and grow our market share and to provide an adequate level
of service to customers who want to work with our lead agents.

As a result of our business model of employing our lead agents, our lead agents generally earn less on a per transaction basis than

traditional agents who work as independent contractors at traditional brokerages. Because our model is uncommon in our industry, agents
considering working for us may not understand our compensation model or may not perceive it to be more attractive than the independent
contractor, commission-driven compensation model used by most traditional brokerages. If we are unable to attract, retain, effectively train,
motivate, and utilize lead agents, we will be unable to grow our business and we may be required to change our compensation model, which
could significantly increase our lead agent compensation or other costs.

Also as a result of employing our lead agents, we incur costs that our brokerage competitors do not, such as base pay, employee

benefits, expense reimbursement, training, and employee transactional support staff. As a result, we have significant costs that, in the event
of downturns in demand in the markets we serve, may result in us being unable to adjust as rapidly as some of our competitors. In turn, such
downturns may impact us more than our competitors.

Conversely, in times of rapidly rising demand we may face a shortfall of lead agents. To the extent our customer demand increases
from current levels, our ability to adequately serve the additional customers, and in turn grow our revenue and U.S. market share by value,
depends, in part, on our ability to timely hire and retain additional lead agents. To the extent we are unable to hire, either timely or at all, or
retain the required number of lead agents to serve our customer demand, we will be unable to maximize our revenue and market share
growth. Although we are able to refer excess demand to our partner agents, historically our partner agents have closed transactions with
customers they meet at a lower rate than our lead agents and have generated lower revenue per transaction.

Additionally, due to the costs of employing our lead agents, lead agent turnover may be more costly to us than to traditional
brokerages. Our business may be harmed if we are unable to achieve the necessary level of lead agent productivity and retention to offset
their related costs.

Referring customers to our partner agents may harm our business.

We refer customers to third-party partner agents when we do not have a lead agent available due to high demand or geographic

limitations. Our dependence on partner agents can be particularly heavy in certain new markets as we build our operations to scale in those
markets or during times of rapidly rising demand for our services. Our partner agents are independent licensed agents affiliated with other
brokerages, and we do not have any control over their actions. If our partner agents were to provide poor customer service, engage in
malfeasance, or otherwise violate the laws and rules to which we are subject, we may be subject to legal claims and our reputation and
business may be harmed.

Our arrangements with third parties may limit our growth and brand awareness. For example, referring customers to partner agents
potentially redirects repeat and referral opportunities to the partner agents. Any third-party arrangements may also dilute the effectiveness of
our marketing efforts and may lead to consumer confusion or dissatisfaction when they are offered the opportunity to work with the third party
rather than us.

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If we do not comply with the rules, terms of service, and policies of MLSs, our access to and use of listings data may be restricted
or terminated.

We must comply with an MLS’s rules, terms of service, and policies to access and use its listings data. We belong to numerous

MLSs, and each has adopted its own rules, terms of service, and policies governing, among other things, how MLS data may be used and
how listings data must be displayed on our website and mobile application. These rules typically do not contemplate multi-jurisdictional online
brokerages like ours and vary widely among markets. They also are in some cases inconsistent with the rules of other MLSs such that we
are required to customize our website, mobile application, or service to accommodate differences between MLS rules. Complying with the
rules of each MLS requires significant investment, including personnel, technology and development resources, and the exercise of
considerable judgment. If we are deemed to be noncompliant with an MLS’s rules, we may face disciplinary sanctions in that MLS, which
could include monetary fines, restricting or terminating our access to that MLS’s data, or other disciplinary measures. The loss or degradation
of this listings data could materially and adversely affect traffic to our website and mobile application, making us less relevant to consumers
and restricting our ability to attract customers. It also could reduce agent and customer confidence in our services and harm our business.

If we fail to comply with the requirements governing the licensing of our brokerage, mortgage, and title businesses in the
jurisdictions in which we operate, then our ability to operate those businesses in those jurisdictions may be revoked.

Redfin, as a brokerage, and our agents must comply with the requirements governing the licensing and conduct of real estate
brokerage and brokerage-related businesses in the markets where we operate. Furthermore, we are also required to comply with the
requirements governing the licensing and conduct of mortgage and title and settlement businesses in the markets where we operate. Due to
the geographic scope of our operations, we and our agents may not be in compliance with all of the required licenses at all times.
Additionally, if we enter into new markets, we may become subject to additional licensing requirements. If we or our agents fail to obtain or
maintain the required licenses for conducting our brokerage, mortgage, and title businesses or fail to strictly adhere to associated regulations,
the relevant government authorities may order us to suspend relevant operations or impose fines or other penalties.

RedfinNow may overestimate the amount it should pay to purchase a home, and homes owned by it may significantly decline in
value prior to being sold.

RedfinNow uses automated valuations and forecasts in concert with our real estate knowledge to assess what a home is worth and

how much to pay for its purchase. This assessment includes estimates on time of possession, market conditions and proceeds on resale,
renovation costs, and holding costs. The assessment may not be accurate, and RedfinNow may pay too much for the home to realize our
desired investment return. Additionally, following its acquisition of a home, RedfinNow may need to decrease its anticipated resale price for
the home if it discovers a defect in the home that was unknown at the time of acquisition. This adjustment to the price may also affect our
investment return on the home.

Homes that RedfinNow owns may also rapidly lose in value or become more difficult to sell for an acceptable price due to changing

market conditions, natural disasters, or other forces outside of our control. RedfinNow's geographic concentration in six states - Arizona,
California, Colorado, Nevada (where we are currently inactive), Texas, and Washington - particularly exposes it to the factors affecting home
value and saleability in those states that may not apply to the United States generally. As a result, we may be required to significantly write
down the inventory value of homes and, to the extent we are able to resell homes at all, resell them at a price that is substantially less than
our costs of acquiring and renovating the homes.

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RedfinNow relies, in part, on third parties to renovate and repair homes before it resells the homes, and the cost or availability of
third-party labor could adversely affect our holding period and investment return for homes.

Upon purchasing a home, RedfinNow frequently needs to renovate or repair parts of the home prior to listing it for resale. RedfinNow

relies, in part, on third-party contractors and sub-contractors to make these renovations and repairs. These third-party providers may not be
able to complete the required renovations or repairs within RedfinNow's expected timeline or proposed budget. Furthermore, if the quality of
a third-party provider's work does not meet RedfinNow's expectations, then RedfinNow may need to engage another third-party contractor or
subcontractor, which may also adversely affect its timeline or budget for completing renovations or repairs.

A longer than expected period for completing renovations or repairs could negatively impact RedfinNow's ability to sell a home within

its anticipated timeline. This prolonged timing exposes us to factors that adversely affect the home's resale value and may result in
RedfinNow selling the home for a lower price than anticipated or not being able to sell the home at all. Meanwhile, incurring more than
budgeted costs would adversely affect our investment return on purchased homes.

The net proceeds that Redfin Mortgage receives from its sale of mortgage loans that it originates may not exceed the loan amount.
Additionally, Redfin Mortgage may also be unable to sell its originated loans at all. In that situation, Redfin Mortgage will need to
service the loans and potentially foreclose on the home by itself or through a third party, and either option could impose
significant costs, time, and resources on Redfin Mortgage. Redfin Mortgage’s inability to sell its originated loans could also
expose us to adverse market conditions affecting mortgage loans.

Redfin Mortgage intends to sell the mortgage loans that it originates to investors in the secondary mortgage market. Redfin
Mortgage's ability to sell its originated loans in the secondary market, and receive net proceeds from the sale that exceed the loan amount,
depends largely on there being sufficient liquidity in the secondary market and its compliance with contracts with investors who have
purchased the loans.

If Redfin Mortgage were unable to sell its originated loans, either initially or following a repurchase, then it may need to establish a

servicing platform or hire a third party to service the loans. Redfin Mortgage does not currently have a robust servicing platform and
establishing such a platform may result in significant costs and require substantial time and resources from its management. Additionally,
Redfin Mortgage may be unable to retain a third-party servicer on economically feasible terms.

To the extent that Redfin Mortgage is unable to sell its originated loans, either initially or following a repurchase, we would be
exposed to adverse market conditions affecting mortgage loans. For example, we may be required to write down the value of the loan, which
reduces the amount of our current assets. Additionally, if Redfin Mortgage borrowed under a warehouse credit facility for the loan, then it will
be required to repay the borrowed amount, which reduces our cash on hand that is available for other corporate uses. Finally, if a
homeowner were unable to make his or her mortgage payments, then we may be required to foreclose on the home securing the loan.
Redfin Mortgage does not currently have processes to foreclose a home, and it may be unable to establish such processes or retain a third
party on economically feasible terms to foreclose the home. Furthermore, any proceeds from selling a foreclosed home may be significantly
less than the remaining amount of the loan due to Redfin Mortgage

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We may not realize the anticipated benefits from, and may incur substantial costs related to, our pending acquisition of RentPath.

On February 19, 2021, we entered into an agreement to acquire RentPath. See Note 16 to our consolidated financial statements.
This acquisition is subject to antitrust approval and approval from the court handling RentPath's bankruptcy proceedings, as well as other
customary closing conditions. To the extent these approval are not obtained, or if any other closing condition is not satisfied (and not waived
by us, to the extent waivable), then we will be unable to consummate our purchase of RentPath. Even if we are able to close our acquisition,
it may not result in the intended benefits to our business. We may also be required to record impairment charges associated with the
acquisition. Integrating RentPath will be challenging and time consuming, and may subject us to additional costs that we have not anticipated
in evaluating the transaction.

Cybersecurity incidents could disrupt our business or result in the loss of critical and confidential information.

Cybersecurity incidents directed at us or our third-party service providers can range from uncoordinated individual attempts to gain

unauthorized access to information technology systems to sophisticated and targeted measures known as advanced persistent threats.
Cybersecurity incidents are also constantly evolving, increasing the difficulty of detecting and successfully defending against them. In the
ordinary course of our business, we and our third-party service providers collect and store sensitive data, including our proprietary business
information and intellectual property and that of our customers and employees, including personally identifiable information. Additionally, we
rely on third-parties and their security procedures for the secure storage, processing, maintenance, and transmission of information are
critical to our operations. Despite measures designed to prevent, detect, address, and mitigate cybersecurity incidents, such incidents may
occur to us or our third-party providers and, depending on their nature and scope, could potentially result in the misappropriation, destruction,
corruption, or unavailability of critical data and confidential or proprietary information (our own or that of third parties, including personally
identifiable information of our customers and employees) and the disruption of business operations. Any such compromises to our security,
or that of our third-party providers, could cause customers to lose trust and confidence in us and stop using our website and mobile
applications. In addition, we may incur significant costs for remediation that may include liability for stolen assets or information, repair of
system damage, and compensation to customers, employees, and business partners. We may also be subject to government enforcement
proceedings and legal claims by private parties.

We process, transmit, and store personal information, and unauthorized access to, or the unintended release of, this information
could result in a claim for damages, regulatory action, loss of business, or unfavorable publicity.

We process, transmit, and store personal information to provide services to our customers and as an employer. As a result, we are

subject to certain contractual terms, as well as federal, state, and foreign laws and regulations designed to protect personal information.
While we take measures to protect the security and privacy of this information, it is possible that our security controls over personal data and
other practices we follow may not prevent the unauthorized access to, or the unintended release of, personal information. If such
unauthorized access or unintended release occurred, we could suffer significant damage to our brand and reputation, customers could lose
confidence in the security and reliability of our services, and we could incur significant costs to address and fix these security incidents.
These incidents could also lead to lawsuits and regulatory investigations and enforcement actions.

We rely on third-party licensed technology, and the inability to maintain these licenses or errors in the software we license could
result in increased costs or reduced service levels.

We employ certain third-party software obtained under licenses from other companies in our technology. Our reliance on this third-

party software may become costly if the licensor increases the price for the license or changes the terms of use and we cannot find
commercially reasonable alternatives. Even if we were to find an alternative, integration of our technology with new third-party software may
require substantial investment of our time and resources.

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Any undetected errors or defects in the third-party software we license could prevent the deployment or impair the functionality of our

technology, delay new service offerings, or result in a failure of our website or mobile application.

We use open source software in some aspects of our technology and may fail to comply with the terms of one or more of these
open source licenses.

Our technology incorporates software covered by open source licenses. The terms of various open source licenses have not been

interpreted by U.S. courts, and if they were interpreted, such licenses could be construed in a manner that imposes unanticipated restrictions
on our technology. If portions of our proprietary software are determined to be subject to an open source license, we could be required to
publicly release the affected portions of our source code, re-engineer all or a portion of our technologies, or otherwise be limited in our use of
such software, each of which could reduce or eliminate the value of our technologies.

Moreover, our processes for controlling our use of open source software may not be effective. If we do not comply with the terms of
an open source software license, we could be required to seek licenses from third parties to continue offering our services on terms that are
not economically feasible, to re-engineer our technology to remove or replace the open source software, to discontinue the use of certain
technology if re-engineering could not be accomplished on a timely basis, to pay monetary damages, to make generally available the source
code for our proprietary technology, or to waive certain intellectual property rights.

We may be unable to secure intellectual property protection for all of our technology and methodologies, enforce our intellectual
property rights, or protect our other proprietary business information.

Our success and ability to compete depends in part on our intellectual property and our other proprietary business information. To

protect our proprietary rights, we rely on trademark, copyright, and patent law, trade-secret protection, and contractual provisions and
restrictions. However, we may be unable to secure intellectual property protection for all of our technology and methodologies or the steps we
take to enforce our intellectual property rights may be inadequate. Furthermore, we may also be unable to protect our proprietary business
information from misappropriation.

If we are unable to secure intellectual property rights, our competitors could use our intellectual property to market offerings similar to

ours and we would have no recourse to enjoin or stop their actions. Additionally, any of our intellectual property rights may be challenged by
others and invalidated through administrative processes or litigation. Moreover, even if we secured our intellectual property rights, others may
infringe on our intellectual property and we may be unable to successfully enforce our rights against the infringers because we may be
unaware of the infringement or our legal actions may not be successful. Finally, others may misappropriate our proprietary business
information, and we may be unaware of the misappropriation or unable to enforce our legal rights in a cost-effective manner. If any of these
events were to occur, our ability to compete effectively would be impaired.

We may be unable to maintain and scale the technology underlying our offerings.

As the number of homebuyers and home sellers, agents, and listings shared on our website and mobile application and the extent
and types of data grow, our need for additional network capacity and computing power will also grow. Operating our underlying technology
systems is expensive and complex, and we could experience operational failures. If we experience interruptions or failures in these systems
for any reason, the security and availability of our services and technologies could be affected.

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We are subject to a variety of federal, state and local laws, and our compliance with these laws, or the enforcement of our rights
under these laws, may increase our expenses, require management's resources, or force us to change our business practices.

We are currently subject to a variety of, and may in the future become subject to additional, federal, state, and local laws. The laws

include, but are not limited to, those relating to real estate, brokerage, title, mortgage, advertising, privacy and consumer protection, labor
and employment, and intellectual property. These laws and their related regulations may evolve frequently and may be inconsistent from one
jurisdiction to another. Additionally, certain of these laws and regulations were created for traditional real estate brokerages, and it is unclear
how they may affect us given our business model that is unlike traditional brokerages or certain of our services that historically have not been
offered by traditional brokerages.

These laws can be costly for us to comply with or enforce. Additionally, if we are unable to comply with and become liable for
violations of these laws, or if courts or regulatory bodies provide unfavorable interpretations of existing regulations, our operations in affected
markets may become prohibitively expensive, consume significant amounts of management's time, or need to be discontinued.

We are subject to costs associated with defending and resolving proceedings brought by government entities and claims brought
by private parties.

We are from time to time involved in, and may in the future be subject to, government investigations or enforcement actions and

private third-party claims arising from the laws to which we are subject or the contracts to which we are a party. Such investigations, actions,
and claims include, but are not limited to, matters relating to employment law (including misclassification), intellectual property, privacy and
consumer protection, website accessibility, the Real Estate Settlement Procedures Act of 1974, the Fair Housing Act of 1968 or other fair
housing statutes, cybersecurity incidents, data breaches, commercial or contractual disputes, and exposure to COVID-19. They may also
relate to ordinary-course brokerage disputes, including, but not limited to, failure to disclose property defects, failure to meet client legal
obligations, commission disputes, personal injury or property damage claims, and vicarious liability based upon conduct of individuals or
entities outside of our control, including partner agents and third-party contractor agents. See Item 3 for a discussion of pending third-party
claims that we believe may be material to us.

Any such investigations, actions, or claims can be costly to defend or resolve, require significant time from management, or result in

negative publicity. Furthermore, to the extent we are unsuccessful in defending an action or claim, we may be subject to civil or criminal
penalties, including significant fines or damages, the loss of ability to operate in a jurisdiction, or the need to change certain business
practices (including redesigning, or obtaining a license for, our technology or modifying or ceasing to offer certain services).

Risks Related to Our Indebtedness

We may not have sufficient cash flow to make the payments required by our convertible senior notes, and a failure to make
payments when due may result in the entire principal amount of the convertible senior notes becoming due prior to the notes'
maturity, which may result in our bankruptcy.

We are required to pay interest on our 2023 notes on a semi-annual basis. In addition, holders of our convertible senior notes have

the right to require us to repurchase their notes upon the occurrence of a fundamental change at a repurchase price equal to 100% of the
principal amount of the notes to be repurchased, plus any accrued and unpaid interest. Furthermore, holders of our 2023 notes and 2025
notes have the right to convert their notes upon any of the conditions described below:

•

during any calendar quarter, if the last reported sale price of our common stock for at least 20 trading days (whether or not
consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately
preceding calendar quarter is greater than or equal to 130% of the conversion price of the notes on each applicable trading day;

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•

•

•

during the five business day period after any five consecutive trading day period in which the trading price per $1,000 principal
amount of the notes for each trading day of the measurement period was less than 98% of the product of the last reported sale price
of our common stock and the conversion rate of the notes on each such trading day;

if we call any or all of the notes for redemption, at any time prior to the close of business on the scheduled trading day prior to the
redemption date; or

upon the occurrence of specified corporate events.

If any of these conversion features under either our 2023 notes or 2025 notes are triggered, then holders of such notes will be
entitled to convert the notes at any time during specified periods at their option. Upon conversion, we will be required to make cash payments
in respect of the notes being converted, unless we elect to deliver solely shares of our common stock to settle such conversion (other than
paying cash in lieu of delivering any fractional share). One of the conditional conversion features of our 2023 notes has been triggered and
such notes are convertible through at least March 31, 2021.

Our ability to make these payments depends on having sufficient cash on hand when the payments are due. Our cash availability, in
turn, depends on our future performance, which is subject to the other risks described in this Item 1A. If we are unable to generate sufficient
cash flow to make the payments when due, then we may be required to adopt one or more alternatives, such as selling assets, refinancing
the notes, or raising additional capital. However, we may not be able to engage in any of these activities or engage in these activities on
desirable terms.

Our failure to make payments when due may result in an event of default under the indentures governing our convertible senior

notes and cause (i) with respect to the 2023 notes, the remaining $23,777,000 aggregate principal amount and (ii) with respect to the 2025
notes, the entire $661,250,000 aggregate principal amount, plus, in each case, any accrued and unpaid interest, to become due immediately
and prior to the maturity date. Any such acceleration of the principal amount could result in our bankruptcy. In a bankruptcy, the holders of
our convertible senior notes would have a claim to our assets that is senior to the claims of holders of our common stock.

Conversion of a significant principal amount of our convertible senior notes may dilute the ownership interest of our stockholders
and depress the price of our common stock.

Upon any conversion of our 2023 notes or our 2025 notes (see the risk factor immediately above for conversion triggers), we have

the option to pay or deliver, as the case may be, cash, shares of our common stock, or a combination of cash and shares of our common
stock. If we elect to settle our conversion obligation in shares of our common stock or a combination of cash and shares of our common
stock, then the conversion of a significant principal amount of such notes, and any subsequent sales of shares of our common stock issued
upon conversion, may dilute the ownership interests of our stockholders and adversely affect the trading price of our common stock.

RedfinNow relies on a secured revolving credit facility to finance its purchase of certain homes. RedfinNow intends to rely on
proceeds from the sale of financed homes to repay amounts owed under such facility, but in certain instances, such proceeds may
be insufficient or unavailable to repay the amounts owed.

Pursuant to a secured revolving credit facility with Goldman Sachs, RedfinNow Borrower, which is a wholly owned subsidiary of

Redfin Corporation, may borrow money to partially fund purchases of homes for our properties business. RedfinNow Borrower has the option
of repaying amounts owed with respect to a particular financed home upon the sale of such home and using the proceeds from such sale.
However, there is no assurance the sale proceeds will equal or exceed the amounts owed.

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Additionally, in certain instances, RedfinNow Borrower may be required to repay amounts owed with respect to a financed home prior

to the sale of that home. For example, the amount that RedfinNow Borrower is eligible to borrow for a home, which we refer to as the
advance rate, depends, in part, on how long it has owned that home. As RedfinNow Borrower owns a home past certain time periods, the
advance rate decreases and it becomes obligated to repay all or a portion of the borrowed funds. Additionally, a home must satisfy certain
criteria to be eligible for financing under the facility. If a financed home ceases to satisfy the criteria, then RedfinNow Borrower must
immediately repay all amounts owed with respect to the home. If either of these scenarios occur, then RedfinNow Borrower will be unable to
rely on the proceeds from the sale of the home for repayment.

In the situations described above, RedfinNow Borrower must use its cash on hand to repay the amounts owed. To the extent it does

not have sufficient cash and is unable to make the required repayments, then RedfinNow Borrower may default under the facility.

Our inability to comply with the terms of RedfinNow's secured revolving credit facility may adversely affect our properties
business and, in some instances, give the lenders recourse to Redfin Corporation when the value of the assets securing the facility
are insufficient to cover the amounts owed to the lenders.

Borrowings under our secured revolving credit facility are secured by RedfinNow Borrower's assets, including the financed homes,
as well as the equity interests in RedfinNow Borrower. To the extent RedfinNow Borrower is unable to make payments when due under the
facility, or it or certain other Redfin entities are unable to comply with the facility's ongoing obligations (including financial covenants of Redfin
Corporation), then an event of default may occur. An event of default would require RedfinNow Borrower to immediately repay all amounts
owned under the facility and cause RedfinNow Borrower to be unable to borrow from the facility. As a result, our properties business will
need to rely solely on our available cash to fund home purchases, and to the extent cash is unavailable, our properties business would be
unable to purchase the homes required for its growth. Furthermore, an event of default may result in Goldman Sachs owning RedfinNow
Borrower's equity interests or its assets, including any financed homes and cash held by RedfinNow Borrower, and result in our properties
business losing a portion of its assets.

While the lenders' recourse in most situations following an event of default is only to RedfinNow Borrower or its assets, Redfin
Corporation has guaranteed amounts owed under the facility and certain expenses in situations involving "bad acts" by a Redfin entity. To the
extent a Redfin entity commits a "bad act," then Redfin Corporation may become obligated to pay such amounts owed or certain expenses.

If Redfin Mortgage is unable to obtain sufficient financing through warehouse credit facilities to fund its origination of mortgage
loans, then we may be unable to grow our mortgage origination business.

Redfin Mortgage relies on borrowings from warehouse credit facilities to fund substantially all of the mortgage loans that it originates.

See Note 15 to our consolidated financial statements for the current terms of these warehouse credit facilities. To grow its business, Redfin
Mortgage depends, in part, on having sufficient borrowing capacity under its current facilities or obtaining additional borrowing capacity under
new facilities. The borrowing capacity under one of its current facilities may be reduced if Redfin Mortgage fails to comply with the facility's
ongoing obligations, including failing to satisfy financial covenants applicable to Redfin Mortgage. If it were unable to receive the necessary
capacity on acceptable terms, and did not have sufficient liquidity or established operations to fund originations itself, then Redfin Mortgage
may be unable to maintain or increase the amount of mortgage loans that it originates, which will adversely affect its growth.

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The cross-acceleration and cross-default provisions in the agreements governing our current indebtedness may result in an
immediate obligation to repay all of our outstanding indebtedness.

The indentures governing our 2023 notes and our 2025 notes and our warehouse credit facilities contain cross-acceleration
provisions while our secured revolving credit facility contains a cross-default provision. These provisions could have the effect of creating an
event of default under an agreement for our indebtedness, despite our compliance with that agreement, due solely to an event of default or
failure to pay amounts owed under another agreement for our indebtedness. Accordingly, all or a significant portion of our outstanding
indebtedness could become immediately payable due solely to our failure to comply with the terms of a single agreement governing our
indebtedness.

If the London Inter-Bank Offered Rate ("LIBOR") is discontinued, interest payments under our secured revolving credit facility and
certain warehouse credit facilities may be calculated using another reference rate.

In July 2017, the United Kingdom Financial Conduct Authority ("FCA"), which regulates LIBOR, announced that the FCA intends to
phase out the use of LIBOR by the end of 2021. In response, the U.S. Federal Reserve, in conjunction with the Alternative Reference Rates
Committee, has proposed replacing U.S. dollar LIBOR with the Secured Overnight Financing Rate ("SOFR"), which is a new index calculated
by short-term repurchase agreements and backed by U.S. Treasury securities. The market transition away from LIBOR towards SOFR is
expected to be complicated, and there is no guarantee that SOFR will become a widely accepted benchmark in place of LIBOR. LIBOR is
used as a benchmark rate throughout our secured revolving credit facility and certain of our warehouse credit facilities. The transition process
may involve, among other things, increased volatility and illiquidity in markets for instruments that currently rely on LIBOR and may result in
increased borrowing costs, the effectiveness of related transactions such as hedges, uncertainty under our secured revolving credit facility
and certain of our warehouse credit facilities, or difficult and costly processes to amend such documentation. There remains uncertainty
regarding the future utilization of LIBOR and the nature of any replacement rate, and we are uncertain what impact a transition away from
LIBOR may have on our business, financial results, and operations.

Risks Related to Our Convertible Preferred Stock

We may be required to make cash payments to our preferred stockholders before our preferred stock's final redemption date of
November 30, 2024, and any cash payments may materially reduce our net working capital.

On November 30, 2024, we will be required to redeem all shares of our convertible preferred stock then outstanding and pay accrued

dividends on those shares. A preferred stockholder has the option of receiving cash, shares of our common stock, or a combination of cash
and shares for this redemption. However, before this redemption, we may be required to make cash payments to our preferred stockholders
in the two situations described below, and any such cash payments will reduce our cash available for other corporate uses and may
materially reduce our net working capital.

Dividends accrue on each $1,000 of our outstanding convertible preferred stock at a rate of 5.5% per year and are payable quarterly.
Assuming we satisfy the "equity conditions" (as defined in the certificate of designation governing our preferred stock), we will pay dividends
in shares of our common stock. These conditions principally include (i) we have ensured the liquidity and transferability of our common stock
held by the preferred stockholders, (ii) we have issued common stock and paid cash to the preferred stockholders, as required by the
certificate of designation, (iii) we are not in bankruptcy or have had a bankruptcy proceeding instituted against us, and (iv) we have not
breached an agreement that governs the preferred stockholders' rights with respect to the preferred stock and such breach materially and
adversely impacts our business or a preferred stockholder's economic benefits under the agreement. However, if we fail to satisfy these
"equity conditions," then we must pay cash dividends in amount equal to (i) the number of shares of our common stock that we would have
issued as dividends, assuming we satisfied the conditions, multiplied by (ii) the volume-weighted average closing price of our common stock
for the ten trading days preceding the date the dividends are payable.

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Table of Contents

A preferred stockholder has the right to require us to redeem its preferred stock for cash following the occurrence of a "triggering

event" (as defined in the certificate of designation governing our preferred stock). These events are similar in nature to the "equity conditions"
described above. The cash payment, for each share of preferred stock, would equal the sum of (i) $1,000, (ii) any accrued dividends on the
preferred stock, and (iii) an amount equal to all scheduled dividend payments (excluding any accrued dividends) on the preferred stock for all
remaining dividend periods from the date the preferred stockholder requests redemption through November 29, 2024.

Risks Relating to Ownership of Our Common Stock

Our restated certificate of incorporation designates the Court of Chancery of the State of Delaware and the U.S. federal district
courts as the exclusive forums for certain types of actions that may be initiated by our stockholders. These provisions may limit a
stockholder's ability to bring a claim in a judicial forum that it finds favorable for disputes with us or our directors, officers, or
employees, which may discourage lawsuits with respect to such claims.

Our restated certificate of incorporation provides that, unless we consent in writing to an alternative forum, the Court of Chancery of

the State of Delaware (the "Court of Chancery") will be the sole and exclusive forum for (i) any derivative action or proceeding brought on our
behalf, (ii) any action asserting a claim of breach of a fiduciary duty owed by any of our directors, officers, or employees to us or our
stockholders, (iii) any action asserting a claim arising pursuant to any provision of the DGCL, our restated certificate of incorporation, or our
restated bylaws, (iv) any action to interpret, apply, enforce or determine the validity of our restated certificate of incorporation or our restated
bylaws, or (iv) any action asserting a claim that is governed by the internal affairs doctrine. This exclusive forum provision does not apply to
actions arising under the Securities Exchange Act of 1934, or, as described below, the Securities Act of 1933.

Our restated certificate of incorporation further provides that, unless we consent in writing to an alternative forum, the U.S. federal

district courts will be the exclusive forum for any complaint asserting a cause of action arising under the Securities Act of 1933.
Notwithstanding this provision, stockholders will not be deemed to have waived our compliance with the federal securities laws and the rules
and regulations thereunder.

19

Table of Contents

Item 1B. Unresolved Staff Comments

None.

Item 2. Properties

None.

Item 3. Legal Proceedings

See "Legal Proceedings" under Note 7 to our consolidated financial statements for a discussion of our material, pending legal

proceedings.

On May 11, 2020, David Eraker, our co-founder and former chief executive officer who departed Redfin in 2006, filed a complaint

against us in the Superior Court of Washington for King County against us and Madrona Venture Group, LLC ("Madrona"), Mr. Eraker
asserted claims related to events prior to his departure from Redfin in 2006, including that (i) Madrona and Paul Goodrich, one of Madrona's
principals and one of our former directors, concealed a provisional patent application from Mr. Eraker while evaluating an investment in us in
2005 and (ii) we continued this concealment following Madrona's investment. Mr. Eraker further alleged that he would not have accepted
Madrona's investment if he had known about the alleged concealment of the patent application. Mr. Eraker sought an unspecified amount of
damages. On November 20, 2020, Mr. Eraker voluntarily dismissed his complaint with prejudice.

Item 4. Mine Safety Disclosures

Not applicable.

20

Table of Contents

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

PART II

Market Information, Holders of Record, and Dividends

Our common stock is listed on The Nasdaq Global Select Market under the symbol “RDFN.”

As of February 10, 2021, we had 225 holders of record of our common stock.

On April 1, 2020, we issued 40,000 shares of our convertible preferred stock at a price of $1,000 per share. The holders of our
convertible preferred stock are entitled to dividends, which accrue daily based on a 360-day fiscal year at a rate of 5.5% per annum based on
the issue price and are payable quarterly in arrears on the first business day following the end of each calendar quarter. Assuming we satisfy
certain conditions, we will pay dividends in shares of common stock at a rate of the dividend payable divided by $17.95. If we do not satisfy
such conditions, we will pay dividends in a cash amount equal to (1) the dividend shares otherwise issuable on the dividends multiplied by (2)
the volume-weighted average closing price of our common stock for the ten trading days preceding the date the dividends are payable.
Except for the foregoing, we have no intention of paying cash dividends in the foreseeable future.

Stock Performance Graph

The graph below compares the cumulative total return of a $100 investment in our common stock with the cumulative total return of
the same investment in the S&P 500 Index and the RDG Composite Index. The period shown commences on July 28, 2017, which was our
common stock's first day of trading after our initial public offering ("IPO"), and ends on December 31, 2020.

Unregistered Sales of Securities

During the period covered by this annual report, we did not sell any equity securities that were not registered under the Securities Act

of 1933.

Use of IPO Proceeds    

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Table of Contents

On July 27, 2017, the SEC declared effective the Registration Statement on Form S-1 (file number 333-219093) for our IPO. There

has been no change to the information provided under "Use of Proceeds" in Part II, Item 2 of our Quarterly Report on Form 10-Q for the
quarter ended June 30, 2017.

Purchases of Equity Securities

During the quarter ended December 31, 2020, there were no purchases of our common stock by or on behalf of us or any of our

affiliated purchasers, as such term is defined in Rule 10b-18(a)(3) under the Securities Exchange Act of 1934.

Item 6. Selected Financial Data

Not applicable.

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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 together with our

consolidated financial statements, the accompanying notes, and other information included in this annual report. In particular, the risk factors
contained in Item 1A may reflect trends, demands, commitments, events, or uncertainties that could materially impact our results of
operations and liquidity and capital resources.

The following discussion contains forward-looking statements, such as statements regarding our future operating results and
financial position, our business strategy and plans, our market growth and trends, and our objectives for future operations. See "Note
Regarding Forward-Looking Statements" for more information about relying on these forward-looking statements. The following discussion
also contains information using industry publications. See "Note Regarding Industry and Market Data" for more information about relying on
these industry publications.

When we use the term "basis points" in the following discussion, we refer to units of one‑hundredth of one percent.

Overview

We help people buy and sell homes. Representing customers in over 95 markets in the United States and Canada, we are a

residential real estate brokerage. We pair our own agents with our own technology to create a service that is faster, better, and costs less.
We meet customers through our listings-search website and mobile application.

We use the same combination of technology and local service to originate mortgage loans and offer title and settlement services; we

also buy homes directly from homeowners who want an immediate sale, taking responsibility for selling the home while the original owner
moves on.

Our mission is to redefine real estate in the consumer’s favor.

Key Business Metrics

In addition to the measures presented in our consolidated financial statements, we use the following key metrics to evaluate our

business, develop financial forecasts, and make strategic decisions.

Monthly average visitors (in thousands)
Real estate services transactions

Brokerage
Partner

Total

Real estate services revenue per transaction

Brokerage
Partner
Aggregate

Aggregate home value of real estate services transactions (in millions)
U.S. market share by value
Revenue from top-10 Redfin markets as a percentage of real estate services revenue
Average number of lead agents
Properties transactions
Properties revenue per transaction

$

$

$

23

2020

Year Ended December 31,
2019

2018

42,862 

60,510 
15,290 
75,800 

10,040 
2,858 
8,591 
37,359 

1.00 %
63 %

1,757 
453 
462,883 

$

$

$

33,473 

53,235 
11,939 
65,174 

9,326 
2,267 
8,033 
30,532 

0.93 %
63 %

1,553 
503 
478,146 

$

$

$

27,261 

42,954 
11,608 
54,562 

9,459 
2,229 
7,921 
25,812 

0.81 %
67 %

1,390 
99 
454,470 

    
Table of Contents

Monthly Average Visitors

The number of, and growth in, visitors to our website and mobile application are important leading indicators of our business activity
because these channels are the primary ways we meet customers. For a particular period, monthly average visitors refers to the average of
the number of unique visitors to our website and mobile application for each of the months in that period. Monthly average visitors are
influenced by, among other things, market conditions that affect interest in buying or selling homes, the level and success of our marketing
programs, seasonality, and how our website appears in search results. We believe we can continue to increase monthly visitors, which helps
our growth.

Given the lengthy process to buy or sell a home, a visitor during one month may not convert to a revenue-generating customer until

many months later, if at all.

When we refer to "monthly average visitors" for a particular period, we are referring to the average number of unique visitors to our
website and our mobile applications for each of the months in that period, as measured by Google Analytics, a product that provides digital
marketing intelligence. Google Analytics tracks visitors using cookies, with a unique cookie being assigned to each browser or mobile
application on a device. For any given month, Google Analytics counts all of the unique cookies that visited our website and mobile
applications during that month. Google Analytics considers each unique cookie as a unique visitor. Due to third-party technological
limitations, user software settings, or user behavior, it is possible that Google Analytics may assign a unique cookie to different visits by the
same person to our website or mobile application. In such instances, Google Analytics would count different visits by the same person as
separate visits by unique visitors. Accordingly, reliance on the number of unique cookies counted by Google Analytics may overstate the
actual number of unique persons who visit our website or our mobile applications for a given month.

Real Estate Services Transactions

We record a brokerage real estate services transaction when one of our lead agents represented the homebuyer or home seller in

the purchase or sale, respectively, of a home. We record a partner real estate services transaction (i) when one of our partner agents
represented the homebuyer or home seller in the purchase or sale, respectively, of a home or (ii) since the third quarter of 2019 after we
commenced a referral partnership with Opendoor, when a Redfin customer sold his or her home to a third-party institutional buyer following
our introduction of that customer to the buyer. We include a single transaction twice when our lead agents or our partner agents serve both
the homebuyer and the home seller of the transaction. Additionally, when one of our lead agents represents RedfinNow in its sale of a home,
we include that transaction as a brokerage real estate services transaction.

Increasing the number of real estate services transactions is critical to increasing our revenue and, in turn, to achieving profitability.

Real estate services transaction volume is influenced by, among other things, the pricing and quality of our services as well as market
conditions that affect home sales, such as local inventory levels and mortgage interest rates. Real estate services transaction volume is also
affected by seasonality and macroeconomic factors.

Real Estate Services Revenue per Transaction

Real estate services revenue per transaction, together with the number of real estate services transactions, is a factor in evaluating

revenue growth. We also use this metric to evaluate pricing changes. Changes in real estate services revenue per transaction can be
affected by, among other things, our pricing, the mix of transactions from homebuyers and home sellers, changes in the value of homes in
the markets we serve, the geographic mix of our transactions, and the transactions we refer to partner agents and any third-party institutional
buyer. We calculate real estate services revenue per transaction by dividing brokerage, partner, or aggregate revenue, as applicable, by the
corresponding number of real estate services transactions in any period.

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We generally generate more real estate services revenue per transaction from representing homebuyers than home sellers.

However, we believe that representing home sellers has unique strategic value, including the marketing power of yard signs and digital
marketing campaigns, and the market effect of controlling listing inventory. To keep revenue per brokerage transaction about the same from
year to year, we expect to reduce our commission refund to homebuyers if a greater portion of our brokerage transactions come from home
sellers.

From 2019 to 2020, the percentage of brokerage transactions from home sellers was essentially unchanged at approximately 44%.

Aggregate Home Value of Real Estate Services Transactions

The aggregate home value of brokerage and partner real estate services transactions is an important indicator of the health of our
business, because our revenue is largely based on a percentage of each home’s sale price. This metric is affected chiefly by the number of
customers we serve, but also by changes in home values in the markets we serve. We compute this metric by summing the sale price of
each home represented in a real estate services transaction. We include the value of a single transaction twice when our lead agents or our
partner agents serve both the homebuyer and home seller of the transaction.

U.S. Market Share by Value

Increasing our U.S. market share by value is critical to our ability to grow our business and achieve profitability over the long term.

We believe there is a significant opportunity to increase our share in the markets we currently serve.

We calculate the aggregate value of U.S. home sales by multiplying the total number of U.S. existing home sales by the mean sale
price of these homes, each as reported by the National Association of REALTORS . We calculate our market share by aggregating the home
value  of  brokerage  and  partner  real  estate  services  transactions.  Then,  in  order  to  account  for  both  the  sell-  and  buy-side  components  of
each transaction, we divide that value by two-times the estimated aggregate value of U.S. home sales.

®

Revenue from Top-10 Markets as a Percentage of Real Estate Services Revenue

Our top-10 markets by real estate services revenue are the metropolitan areas of Boston, Chicago, Denver (including Boulder and

Colorado Springs), Los Angeles (including Santa Barbara), Maryland, Northern Virginia, Portland (including Bend), San Diego, San
Francisco, and Seattle. This metric is an indicator of the geographic concentration of our real estate services segment. We expect our
revenue from top-10 markets to decline as a percentage of our total real estate services revenue over time.

Average Number of Lead Agents

The average number of lead agents, in combination with our other key metrics such as the number of brokerage transactions, is a

basis for calculating agent productivity and is one indicator of the potential future growth of our business. We systematically evaluate traffic to
our website and mobile application and customer activity to anticipate changes in customer demand, helping determine when and where to
hire lead agents.

We calculate the average number of lead agents by taking the average of the number of lead agents at the end of each month

included in the period.

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Table of Contents

Properties Transactions

We record a properties transaction when we sell a home that we previously bought directly from a homeowner. RedfinNow is our

primary properties offering. The number of properties transactions is a useful indicator for investors to understand the underlying transaction
volume growth of our RedfinNow business. Properties transaction volume is influenced by, among other things, the level and quality of our
homes available for sale inventory, and market conditions that affect home sales, such as local inventory levels and mortgage interest rates.

Properties Revenue per Transaction

Properties revenue per transaction, together with the number of properties transactions, is a factor in evaluating revenue growth.

Changes in properties revenue per transaction can be affected by, among other things, the geographic mix of our transactions, the types and
sizes of homes that we have previously purchased, our pricing, and changes in the value of homes in the markets we serve. We calculate
properties revenue per transaction by dividing properties revenue by the number of properties transactions in any period.

Components of Our Results of Operations

Revenue

We generate revenue primarily from commissions and fees charged on each real estate services transaction closed by our lead

agents or partner agents, and from the sale of homes.

Real Estate Services Revenue

Brokerage Revenue—Brokerage revenue includes our offer and listing services, where our lead agents represent homebuyers and

home sellers. We recognize commission-based brokerage revenue upon closing of a brokerage transaction, less the amount of any
commission refunds, closing-cost reductions, or promotional offers that may result in a material right. Brokerage revenue is affected by the
number of brokerage transactions we close, the mix of brokerage transactions, home-sale prices, commission rates, and the amount we give
to customers.

Partner Revenue—Partner revenue consists of fees paid to us from partner agents or under other referral agreements, less the

amount of any payments we make to homebuyers and home sellers. We recognize these fees as revenue on the closing of a transaction.
Partner revenue is affected by the number of partner transactions closed, home-sale prices, commission rates, and the amount we refund to
customers. If the portion of customers we introduce to our own lead agents increases, we expect the portion of revenue closed by partner
agents to decrease.

Properties Revenue

Properties Revenue—Properties revenue consists of revenue earned when we sell homes that we previously bought directly from

homeowners. Properties revenue is recorded at closing on a gross basis, representing the sales price of the home.

Other Revenue

Other Revenue—Other services revenue includes fees earned from mortgage origination services, title settlement services, Walk
Score data services, and advertising. Substantially all fees and revenue from other services are recognized when the service is provided.

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Table of Contents

Intercompany Eliminations

Intercompany Eliminations—Revenue earned from transactions between operating segments are eliminated in consolidating our

financial statements. Intercompany transactions primarily consist of services performed from our real estate services segment for our
properties segment.

Cost of Revenue and Gross Margin

Cost of revenue consists primarily of personnel costs (including base pay, benefits, and stock-based compensation), transaction

bonuses, home-touring and field expenses, listing expenses, home costs related to our properties segment, office and occupancy expenses,
and depreciation and amortization related to fixed assets and acquired intangible assets. Home costs related to our properties segment
include home purchase costs, capitalized improvements, selling expenses directly attributable to the transaction, and home maintenance
expenses.

Gross profit is revenue less cost of revenue. Gross margin is gross profit expressed as a percentage of revenue. Our gross margin
has and will continue to be affected by a number of factors, but the most important are the mix of revenue from our relatively higher-gross-
margin real estate services segment and our relatively lower-gross-margin properties segment, real estate services revenue per transaction,
agent and support-staff productivity, personnel costs and transaction bonuses, and, for properties, the home purchase costs.

Operating Expenses

Technology and Development

Our primary technology and development expenses are building software for our customers, lead agents, and support staff to work

together on a transaction, and building a website and mobile application to meet customers looking to move. These expenses primarily
include personnel costs (including base pay, bonuses, benefits, and stock-based compensation), data licenses, software and equipment, and
infrastructure such as for data centers and hosted services. The expenses also include amortization of capitalized internal-use software and
website and mobile application development costs. We expense research and development costs as incurred and record them in technology
and development expenses.

Marketing

    Marketing expenses consist primarily of media costs for online and offline advertising, as well as personnel costs (including base pay,
benefits, and stock-based compensation).

General and Administrative

General and administrative expenses consist primarily of personnel costs (including base pay, benefits, and stock-based
compensation), facilities costs and related expenses for our executive, finance, human resources, and legal organizations, depreciation
related to our fixed assets, and fees for outside services. Outside services are principally comprised of external legal, audit, and tax services.
For 2020, general and administrative expenses also include expenses related to actions taken in response to COVID-19, as these costs were
determined to be direct and incremental and not related to revenue generating activities.

Interest Income, Interest Expense, and Other, Net

Interest Income

Interest income consists primarily of interest earned on our cash, cash equivalents, and investments.

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Table of Contents

Interest Expense

Interest expense consists primarily of interest payable on our 2023 notes and the amortization of debt discounts and issuance cost

related to our convertible senior notes. See Note 15 to our consolidated financial statements for information regarding interest on our
convertible senior notes.

Beginning in August 2019, interest expense also includes interest on borrowings and the amortization of debt issuance costs related
to our secured revolving credit facility. See Notes 15 and 16 to our consolidated financial statements for information regarding interest for the
facility.

    Other Income (Loss), Net

Other Income (Loss) consists primarily of realized and unrealized gains and losses on investments. See Note 3 to our consolidated

financial statements for information regarding unrealized losses on our investments.

Results of Operations

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

periods.

Revenue
Cost of revenue
Gross profit
Operating expenses:

(1)

2020

$

Year Ended December 31,
2019

(in thousands)

2018

886,093  $
653,983 
232,110 

84,297 
54,881 
92,140 
231,318 
792 
2,074 
(19,495)
(1,898)

$

(18,527) $

779,796  $
635,693 
144,103 

69,765 
76,710 
76,874 
223,349 
(79,246)
7,146 
(8,928)
223 
(80,805) $

2020

Year Ended December 31,
2019

(in thousands)

2018

$

$

8,844
16,564
1,569
9,996
36,973

$

$

6,087
12,362
1,418
7,947
27,814

$

$

486,920 
367,496 
119,424 

53,797 
44,061 
65,500 
163,358 
(43,934)
5,416 
(3,681)
221 
(41,978)

5,567
7,576
662
6,633
20,438

Technology and development
Marketing
General and administrative

(1)

(1)(2)

(1)

Total operating expenses

Income (loss) from operations
Interest income
Interest expense
Other income (loss), net

Net loss

(1) Includes stock-based compensation as follows:

Cost of revenue
Technology and development
Marketing
General and administrative

Total

(2) Includes direct and incremental costs related to COVID-19 of $7,864, which are partially offset by $1,348 in employee retention credits allowed under the CARES Act, for the year ended December
31, 2020.

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Table of Contents

Revenue
Cost of revenue
Gross profit
Operating expenses:

(1)

Technology and development
Marketing
General and administrative

(1)

(1)(2)

(1)

Total operating expenses
Income (loss) from operations
Interest income
Interest expense
Other income (loss), net

Net loss

(1) Includes stock-based compensation as follows:

Cost of revenue
Technology and development
Marketing
General and administrative

Total

2020

Year Ended December 31,
2019

(as a percentage of revenue)

2018

100.0 %
73.8 
26.2 

9.5 
6.2 

10.4 
26.1 
0.1 
0.2 
(2.2)
(0.2)
(2.1)%

100.0 %
81.5 
18.5 

8.9 
9.8 

9.9 
28.6 
(10.1)
0.9 
(1.1)
— 
(10.3)%

2020

Year Ended December 31,
2019

(as a percentage of revenue)

2018

1.0 %
1.9 
0.2 
1.1 
4.2 %

0.8 %
1.6 
0.2 
1.0 
3.6 %

100.0 %
75.5 
24.5 

11.0 
9.0 

13.5 
33.5 
(9.0)
1.1 
(0.8)
— 
(8.7)%

1.1 %
1.6 
0.1 
1.4 
4.2 %

(2) Includes direct and incremental costs related to COVID-19 of $7,864, which are partially offset by $1,348 in employee retention credits allowed under the CARES Act, for the year ended December
31, 2020.

Comparison of the Years Ended December 31, 2020 and 2019

Revenue

Year Ended December 31,

Change

2020

2019

Dollars

Percentage

(in thousands, except percentages)

Real estate services revenue

Brokerage revenue
Partner revenue

Total real estate services revenue

Properties revenue
Other revenue
Intercompany elimination

Total revenue
Percentage of revenue
Real estate services revenue

Brokerage
Partner revenue

Total real estate services revenue

Properties revenue
Other revenue
Intercompany elimination

Total revenue

111,033 
16,635 
127,668 
(30,821)
10,578 
(1,128)
106,297 

22 %
61 
24 
(13)
60 
60 

14 

496,480 
27,060 
523,540 
240,507 
17,634 
(1,885)
779,796 

$

$

63.6 %
3.5 
67.1 
30.8 
2.3 
(0.2)
100.0 %

$

$

607,513 
43,695 
651,208 
209,686 
28,212 
(3,013)
886,093 

$

$

68.6 %
4.9 
73.5 
23.7 
3.2 
(0.4)
100.0 %

29

Table of Contents

In 2020, revenue increased by $106.3 million, or 14%, as compared with 2019. This increase in revenue was primarily attributable to
a $127.7 million increase in real estate services revenue, and a $30.8 million decrease in properties revenue. Brokerage revenue increased
by $111.0 million, and partner revenue increased by $16.6 million. Brokerage revenue increased 22% during the period, driven by a 14%
increase in brokerage transactions and a 8% increase in brokerage revenue per transaction. We believe this increase in brokerage
transactions was attributable to higher levels of customer awareness of Redfin and increasing customer demand. Other revenue increased
$10.6 million, or 60%, as compared with 2019. This was partially offset by a $30.8 million decrease in properties revenue. Properties revenue
decreased 13%, driven by a 10% decrease in properties transactions and a 3% decrease in properties revenue per transaction. Properties
transactions decreased during the period, because we had lower average inventory, due in part to pausing making new offers to purchase
homes from mid-March to mid-May in response to COVID-19.

Cost of Revenue and Gross Margin

Cost of revenue

Real estate services
Properties
Other
Intercompany elimination

Total cost of revenue

Gross profit

Real estate services
Properties
Other

Total gross profit

Gross margin (percentage of revenue)

Real estate services
Properties
Other
Total gross margin

Year Ended December 31,

Change

2020

2019

Dollars

Percentage

(in thousands, except percentages)

$

$

$

$

417,140 
214,382 
25,474 
(3,013)
653,983 

234,068 
(4,696)
2,738 
232,110 

$

$

$

$

35.9 %
(2.2)
9.7 
26.2 

373,150 
245,189 
19,239 
(1,885)
635,693 

150,390 
(4,682)
(1,605)
144,103 

$

$

$

$

28.7 %
(1.9)
(9.1)
18.5 

43,990 
(30,807)
6,235 
(1,128)
18,290 

83,678 
(14)
4,343 
88,007 

12 %
(13)
32 
60 

3 

56 %
— 
(271)

61 

In 2020, total cost of revenue increased by $18.3 million, or 3%, as compared with 2019. This increase in cost of revenue was

primarily attributable to a $50.7 million increase in personnel costs and transaction bonuses, due to increased headcount and increased
brokerage transactions, respectively. This was partially offset by a $32.0 million decrease in home purchase costs and related capitalized
improvements due to selling fewer homes by our properties business.

Total gross margin increased 770 basis point as compared with 2019, driven primarily by our properties business contributing to a
lesser proportion of revenue relative to our real estate services and other businesses, and improvements in real estate services and other
gross margin.

In 2020, real estate services gross margin increased 720 basis points as compared with 2019. This was primarily attributable to a

270 basis-point decrease in personnel costs and transaction bonuses, a 220 basis-point decrease in home-touring and field expenses, a 60
basis-point decrease in listing expenses, and a 60 basis-point decrease in travel and entertainment expenses, each as a percentage of
revenue.

In 2020, properties gross margin decreased 30 basis points as compared with 2019. This was primarily attributable to a 110 basis-

point increase in personnel costs and transaction bonuses, and a 60 basis-point increase in home selling expenses, each as a percentage of
revenue. This was partially offset by a 170 basis-point decrease in home purchase costs and related capitalized improvements as a
percentage of revenue.

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Table of Contents

In 2020, other gross margin increased by 1,880 basis points. This was primarily attributable to a 620 basis-point decrease in outside

services costs, a 590 basis point decrease in personnel costs and transaction bonuses, a 200 basis-point decrease in personal technology
expenses, and a 120 basis-point decrease in occupancy and office expenses, each as a percentage of revenue.

Operating Expenses

Technology and development
Marketing
General and administrative

(1)

Total operating expenses

Percentage of revenue
Technology and development
Marketing
General and administrative

Total operating expenses

Year Ended December 31,

Change

2020

2019

Dollars

Percentage

(in thousands, except percentages)

$

$

84,297 
54,881 
92,140 
231,318 

$

$

9.5 %
6.2 
10.4 
26.1 %

69,765 
76,710 
76,874 
223,349 

$

$

8.9 %
9.8 
9.9 
28.6 %

14,532 
(21,829)
15,266 
7,969 

21 %
(28)
20 

4 

(1) Includes direct and incremental costs related to COVID-19 of $7,864, which are partially offset by $1,348 in employee retention credits allowed under the CARES Act, for the year ended December
31, 2020

In 2020, technology and development expenses increased by $14.5 million, or 21%, as compared with 2019. The increase was

primarily attributable to a $11.9 million increase in personnel costs due to increased headcount, and a $2.7 million increase in technology
infrastructure expenses, primarily hosted services.

In 2020, marketing expenses decreased by $21.8 million, or 28%, as compared with 2019. The decrease was primarily attributable to
a $20.2 million decrease in marketing media costs as we temporarily ceased advertising campaigns during the three months ended June 30,
2020 as a result of COVID-19.

In 2020, general and administrative expenses increased by $15.3 million, or 20%, as compared with 2019. The increase was

primarily attributable to a $7.9 million increase in direct and incremental costs associated with our actions taken in response to COVID-19,
primarily from severance payments. These costs were partially offset by $1.3 million of employee retention credits claimed under the CARES
Act. These costs for restructuring are classified as general and administrative expenses for employees across our organization, including
approximately $6.5 million, net, that would otherwise be classified as cost of revenue. We had no such restructuring expenses for any
periods prior to the twelve months ended December 31, 2020. The increase was also attributable to a $4.0 million increase in personnel
costs due to increased headcount, a $2.9 million increase in outside services costs, primarily legal services and contractors, and a $2.9
million increase in technology infrastructure expenses, primarily hosted services.

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Table of Contents

Interest Income, Interest Expense, and Other, Net

Year Ended December 31,

Change

2020

2019

Dollars

Percentage

(in thousands, except percentages)

Interest income
Interest expense
Other income (loss), net

Interest income, interest expense, and other, net

$

Percentage of revenue
Interest income
Interest expense
Other income (loss), net

Interest income, interest expense, and other, net

2,074 
(19,495)
(1,898)
(19,319)

$

0.2 
(2.2)
(0.2)
(2.2)%

7,146 
(8,928)
223 
(1,559)

$

0.9 
(1.1)
0.0 
(0.2)%

(5,072)
(10,567)
(2,121)
(17,760)

(71)
(118)
(951)

(1,139)

In 2020, interest income decreased by $5.1 million primarily due lower interest rates on our cash, cash equivalents, and investments
compared to 2019. Additionally, interest expense increased by $10.6 million in 2020, due to a $4.6 million loss on the partial extinguishment
of our 2023 notes and additional non-cash interest expense related to the accretion of the debt discount related to our 2025 notes.

Comparison of the Years Ended December 31, 2019 and 2018

Revenue

Year Ended December 31,

Change

2019

2018

Dollars

Percentage

(in thousands, except percentages)

Real estate services revenue

Brokerage revenue
Partner revenue

Total real estate services revenue

Properties revenue
Other revenue
Intercompany elimination
Total revenue
Percentage of revenue
Real estate services revenue

Brokerage revenue
Partner revenue

Total real estate services revenue

Properties revenue
Other revenue
Intercompany elimination

Total revenue

$

$

496,480 
27,060 
523,540 
240,507 
17,634 
(1,885)
779,796 

$

$

63.6 %
3.5 
67.1 
30.8 
2.3 
(0.2)
100.0 %

406,293 
25,875 
432,168 
44,993 
9,882 
(123)
486,920 

$

$

83.4 %
5.3 
88.7 
9.3 
2.0 
— 
100.0 %

90,187 
1,185 
91,372 
195,514 
7,752 
(1,762)
292,876 

22 %
5 
21 
435 
78 
1,433 
60 

In 2019, revenue increased by $292.9 million, or 60%, as compared with 2018. Brokerage revenue represented $90.2 million, or

31%, of the increase. Brokerage revenue grew 22% during the period, driven by a 24% increase in brokerage real estate transactions and a
1% increase in real estate services revenue per brokerage transaction. The increase in brokerage transactions was attributable to higher
levels of customer awareness of Redfin and increasing customer demand for Redfin services. Properties revenue increased $195.5 million or
435% as compared with 2018, driven by greater market presence and consumer awareness of RedfinNow, which resulted in a 407%
increase in the number of homes sold. Other revenue increased $7.8 million or 78%, as compared with 2018.

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Table of Contents

Cost of Revenue and Gross Margin

Cost of revenue

Real estate services
Properties
Other
Intercompany elimination

Total cost of revenue

Gross profit

Real estate services
Properties
Other

Total gross profit

Gross margin (percentage of revenue)

Real estate services
Properties
Other
Total gross margin

Year Ended December 31,

Change

2019

2018

Dollars

Percentage

(in thousands, except percentages)

$

$

$

$

373,150 
245,189 
19,239 
(1,885)
635,693 

150,390 
(4,682)
(1,605)
144,103 

$

$

$

$

28.7 %
(1.9)
(9.1)
18.5 

309,069 
46,613 
11,937 
(123)
367,496 

123,099 
(1,620)
(2,055)
119,424 

$

$

$

$

28.5 %
(3.6)
(20.8)
24.5 

64,081 
198,576 
7,302 
(1,762)
268,197 

27,291 
(3,062)
450 
24,679 

21 %

426 
61 
1,433 

73 

22 %

189 
(22)

21 

In 2019, total cost of revenue increased by $268.2 million, or 73%, as compared with 2018. This increase in cost of revenue was

primarily attributable to a $180.8 million increase in home purchase costs and related capitalized improvements, due to selling more homes
by our properties business, a $50.3 million increase in personnel costs and transaction bonuses due to increased headcount and increased
brokerage transactions, respectively, and a $13.7 million increase in home-touring and field costs.

Total gross margin decreased 600 basis points for 2019 as compared with 2018, driven primarily by the relative growth of our

properties business compared to our real estate services and other businesses, partially offset by improvements in real estate services,
properties and other gross margin.

In 2019, real estate services gross margin increased 20 basis points as compared with 2018. This was primarily attributable to a 110

basis-point decrease in personnel costs and transaction bonuses as a percentage of revenue. This was partially offset by a 30 basis-point
increase in home-touring and field costs, a 30 basis-point increase in occupancy and office expenses, and a 20 basis-point increase in listing
expenses, each as a percentage of revenue.

In 2019, properties gross margin increased 170 basis points as compared with 2018. This was primarily attributable to a 90 basis-

point decrease in home purchase costs and related capitalized improvements, a 30 basis-point decrease in personnel costs, and a 30 basis-
point decrease in listing expenses, each as a percentage of revenue.

In 2019, other gross margin increased 1,170 basis points as compared with 2018. This was primarily attributable to a 340 basis-point

decrease in personnel costs, a 310 basis-point decrease in operating expenses, a 290 basis-point decrease in office and occupancy
expenses, and a 230 basis-point decrease in depreciation and amortization, each as a percentage of revenue.

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Table of Contents

Operating Expenses

Technology and development
Marketing
General and administrative

Total operating expenses

Percentage of revenue
Technology and development
Marketing
General and administrative

Total operating expenses

Year Ended December 31,

Change

2019

2018

Dollars

Percentage

(in thousands, except percentages)

$

$

69,765 
76,710 
76,874 
223,349 

$

$

53,797 
44,061 
65,500 
163,358 

$

$

15,968 
32,649 
11,374 
59,991 

30 %
74 
17 

37 

8.9 %
9.8 
9.9 

28.6 %

11.0 %
9.0 
13.5 

33.5 %

In 2019, technology and development expenses increased by $16.0 million, or 30%, as compared with 2018. The increase was

primarily attributable to a $13.5 million increase in personnel costs due to increased headcount.

In 2019, marketing expenses increased by $32.6 million, or 74%, as compared with 2018. The increase was primarily attributable to

a $29.2 million increase in marketing media costs as we expanded advertising.

In 2019, general and administrative expenses increased by $11.4 million, or 17%, as compared with 2018. The increase was
attributable to an $7.2 million increase in personnel costs, largely the result of increases in headcount to support continued growth, a
$2.0 million increase in outside services expenses, primarily Internet-based software services, and a $1.3 million increase in corporate
events costs.

Interest Income, Interest Expense, and Other, Net

Year Ended December 31,

Change

2019

2018

Dollars

Percentage

(in thousands, except percentages)

Interest income
Interest expense
Other income, net

Interest income, interest expense, and other, net

$

Percentage of revenue
Interest income
Interest expense
Other income, net

Interest income, interest expense, and other, net

7,146 
(8,928)
223 
(1,559)

$

0.9 
(1.1)
0.0 
(0.2)%

5,416 
(3,681)
221 
1,956 

$

1.1 
(0.8)
0.0 
0.3 %

1,730 
(5,247)
2 
(3,515)

32 %

(143)
1 

(180)

In 2019 interest income increased by $1.7 million primarily due to a higher average cash, cash equivalents, and investments

balances, or assets subject to interest income, throughout 2019 as compared to 2018. Interest expense increased by $5.2 million in 2019
due to a full year of interest expense, both cash interest and non-cash accretion of debt discount, of our 2023 notes. Our 2023 notes were
issued in the third quarter of 2018.

34

Table of Contents

Quarterly Results of Operations and Key Business Metrics

    The following tables set forth our unaudited quarterly statements of operations data for the most recent eight quarters, as well as the
percentage that each line item represents of our revenue for each quarter presented. The information for each quarter has been prepared on
a basis consistent with our consolidated financial statements and reflect, in the opinion of management, all adjustments of a normal, recurring
nature that are necessary for a fair presentation of the financial information contained in those statements. The following quarterly financial
data should be read in conjunction with our consolidated financial statements.

Quarterly Results

Revenue
Cost of revenue
Gross profit
Operating expenses:

(1)

$

Dec. 31,
2020
244,517  $
164,397 
80,120 

Sep. 30,
2020
236,916  $
143,844 
93,072 

Jun. 30,
2020
213,665  $
167,626 
46,039 

Three Months Ended
Dec. 31,
2019
233,191  $
193,565 
39,626 

Mar. 31,
2020
190,995  $
178,116 
12,879 

Sep. 30,
2019
238,683  $
185,306 
53,377 

Jun. 30,
2019
197,780  $
149,434 
48,346 

Mar. 31,
2019
110,141 
107,388 
2,753 

Technology and development
Marketing
General and administrative

(1)

(1)(2)

(1)

Total

Income (loss) from operations
Interest income
Interest expense
Other income (loss), net
Net income (loss)
Net income (loss) attributable to common stock $
$
Net income (loss) per share—diluted

(1) Includes stock-based compensation as follows:

23,610 
7,270 
23,601 
54,481 
25,639 
215 
(11,864)
45 
14,035 
12,153  $

22,452 
12,421 
21,190 
56,063 
37,009 
319 
(2,522)
(640)
34,166 
31,983  $

17,961 
9,482 
23,022 
50,465 
(4,426)
437 
(2,665)
43 
(6,611)
(7,895) $

20,274 
25,708 
24,327 
70,309 
(57,430)
1,103 
(2,444)
(1,346)
(60,117)
(60,117) $

19,345 
8,099 
18,992 
46,436 
(6,810)
1,341 
(2,365)
51 
(7,783)
(7,783) $

18,801 
8,361 
18,779 
45,941 
7,436 
1,576 
(2,274)
44 
6,782 
6,782  $

16,063 
27,050 
17,654 
60,767 
(12,421)
1,913 
(2,153)
36 
(12,625)
(12,625) $

15,556 
33,201 
21,448 
70,205 
(67,452)
2,316 
(2,136)
92 
(67,180)
(67,180)

0.11  $

0.30  $

(0.08) $

(0.64) $

(0.08) $

0.07  $

(0.14) $

(0.74)

Cost of revenue
Technology and development
Marketing
General and administrative

Total

Dec. 31,
2020

Sep. 30,
2020

Jun. 30,
2020

Three Months Ended
Dec. 31,
Mar. 31,
2019
2020

Sep. 30,
2019

Jun. 30,
2019

Mar. 31,
2019

$

2,863  $
4,828 
439 
3,079 

2,574  $
4,964 
403 
3,407 

$

11,209  $

11,348  $

1,769  $
3,124 
352 
1,960 
7,205  $

1,638  $
3,648 
375 
1,550 
7,211  $

1,689  $
3,701 
393 
2,239 
8,022  $

1,605  $
3,320 
390 
2,195 
7,510  $

1,328  $
2,685 
349 
1,514 
5,876  $

1,465 
2,656 
286 
1,999 
6,406 

(2) Includes direct and incremental costs related to COVID-19 and employee retention credits allowed under the CARES Act as follows:

Dec. 31,
2020

Sep. 30,
2020

Jun. 30,
2020

Mar. 31,
2020

Dec. 31,
2019

Sep. 30,
2019

Jun. 30,
2019

Mar. 31,
2019

Three Months Ended

Direct and incremental costs
CARES Act retention credits

Total

$

$

18 
— 
18 

$

$

321 
(56)
265 

$

$

7,525 
(1,292)
6,233 

$

$

— 
— 
— 

$

$

— 
— 
— 

$

$

— 
— 
— 

$

$

— 
— 
— 

$

$

— 
— 
— 

35

Table of Contents

Revenue
Cost of revenue
Gross profit
Operating expenses

(1)

Technology and development
Marketing
General and administrative

(1)

(1)(2)

(1)

Total

Income (loss) from operations
Interest income
Interest expense
Other income (loss), net

Net income (loss)

Dec. 31, 2020 Sep. 30, 2020 Jun. 30, 2020 Mar. 31, 2020 Dec. 31, 2019 Sep. 30, 2019

Jun. 30, 2019 Mar. 31, 2019

Three Months Ended

100.0 %
67.2 
32.8 

9.7 
3.0 
9.6 
22.3 
10.5 
0.1 
(4.9)
— 
5.7 %

100.0 %
60.7 
39.3 

9.5 
5.2 
9.0 
23.7 
15.6 
0.1 
(1.1)
(0.3)
14.4 %

100.0 %
78.5 
21.5 

(as a percentage of revenue)
100.0 %
83.0 
17.0 

100.0 %
93.3 
6.7 

8.4 
4.4 
10.8 
23.6 
(2.1)
0.2 
(1.2)
— 
(3.1)%

10.6 
13.5 
12.7 
36.8 
(30.1)
0.6 
(1.3)
(0.7)
(31.5)%

8.3 
3.5 
8.1 
19.9 
(2.9)
0.6 
(1.0)
— 
(3.3)%

100.0 %
77.6 
22.4 

7.9 
3.5 
7.9 
19.3 
3.1 
0.7 
(1.0)
— 
2.8 %

100.0 %
75.6 
24.4 

8.1 
13.7 
8.9 
30.7 
(6.3)
1.0 
(1.1)
— 
(6.4)%

100.0 %
97.5 
2.5 

14.1 
30.1 
19.5 
63.7 
(61.2)
2.1 
(1.9)
0.1 
(61.0)%

(1) Includes stock-based compensation as follows:

Cost of revenue
Technology and development
Marketing
General and administrative

Total

Dec. 31,
2020

Sep. 30,
2020

1.2 %
2.0 
0.2 
1.2 
4.6 %

1.1 %
2.1 
0.2 
1.4 
4.8 %

Three Months Ended

Jun. 30, 2020 Mar. 31, 2020 Dec. 31, 2019 Sep. 30, 2019
0.7 %
1.4 
0.2 
0.9 
3.2 %

0.7 %
1.6 
0.2 
1.0 
3.5 %

0.9 %
1.9 
0.2 
0.8 
3.8 %

0.8 %
1.5 
0.2 
0.9 
3.4 %

Jun. 30, 2019 Mar. 31, 2019
1.3 %
2.4 
0.3 
1.8 
5.8 %

0.7 %
1.4 
0.2 
0.8 
3.1 %

(2) Includes direct and incremental costs related to COVID-19 and employee retention credits allowed under the CARES Act as follows:

Dec. 31,
2020

Sep. 30,
2020

Jun. 30,
2020

Mar. 31,
2020

Dec. 31,
2019

Sep. 30,
2019

Jun. 30,
2019

Mar. 31,
2019

Direct and incremental costs
CARES Act retention credits

Total

— %
— %
— %

0.1 %
— %
0.1 %

3.5 %
(0.6)%
2.9 %

— %
— %
— %

— %
— %
— %

— %
— %
— %

— %
— %
— %

— %
— %
— %

Three Months Ended

Our revenue has typically followed the seasonal pattern of the residential real estate industry. As such, revenue increases

sequentially from the first quarter to the second quarter and sequentially again during the third quarter. Fourth quarter revenue typically
declines sequentially from the third quarter.

As the result of the impact of COVID-19 on customer demand, this pattern was disrupted in 2020. Beginning in March 2020, COVID-

19 began having a negative effect on our customer demand, which negatively impacted our revenue during the second quarter. Starting in
May, customer demand rebounded, resulting in a sequential increase in revenue from the second quarter to the third quarter. Revenue also
increased from the third quarter to the fourth quarter.

Cost of revenue typically also has reflected seasonality, and was similarly impacted by COVID-19 during 2020 as revenue was.

36

Table of Contents

Marketing expenses are influenced by seasonal factors and the timing of advertising campaigns. We have historically spent more on

advertising during the first half of the year than the second half of the year. During 2020, we ceased most performance and mass media
advertising campaigns in March and April in response to COVID-19. We restarted most performance marketing and mass media campaigns
in May, including running a new television commercial from June through September.

During 2020, general and administrative expenses were also impacted by the actions that we took in response to COVID-19. During

the second quarter, we reduced our number of employees by approximately 400 people and placed an additional 1,000 employees on
furlough. These actions resulted in a charge of $7,525 in the second quarter of 2020. These costs are included in general and administrative
expenses, as these costs were determined to be direct and incremental, and not related to revenue generating activities. See Note 1 to our
consolidated financial statements.

Quarterly Key Business Metrics

Monthly average visitors (in thousands)
Real estate services transactions

Brokerage
Partner

Total

Real estate services revenue per transaction

Brokerage
Partner
Aggregate

Aggregate home value of real estate services
transactions (in millions)

U.S. market share by value
Revenue from top-10 Redfin markets as a
percentage of real estate services revenue
Average number of lead agents
Properties transactions
Properties revenue per transaction

Dec. 31, 2020

Sep. 30, 2020

Jun. 30, 2020

Mar. 31, 2020

Dec. 31, 2019

Sep. 30, 2019

Jun. 30, 2019

Mar. 31, 2019

44,135 

49,258 

42,537 

35,519 

30,595 

35,633 

36,557 

31,107 

16,951 
4,940 

21,891 

10,751 
3,123 
9,030 

$

18,980 
5,180 

24,160 

10,241 
2,988 
8,686 

$

13,828 
2,691 

16,519 

9,296 
2,417 
8,175 

$

10,751 
2,479 

13,230 

9,520 
2,535 
8,211 

$

13,122 
2,958 

16,080 

9,425 
2,369 
8,127 

$

16,098 
3,499 

19,597 

9,075 
2,295 
7,865 

$

15,580 
3,357 

18,937 

9,332 
2,218 
8,071 

$

8,435 
2,125 

10,560 

9,640 
2,153 
8,134 

11,478 

$

12,207 

$

7,576 

$

6,098 

$

7,588 

$

9,157 

$

8,986 

$

4,800 

1.04 %

63 %

1.04 %

63 %

0.93 %

63 %

0.93 %

61 %

0.94 %

62 %

0.96 %

63 %

0.94 %

64 %

0.83 %

64 %

1,981 
83 
474,690 

1,820 
37 
513,648 

1,399 
162 
445,578 

$

$

1,826 
171 
462,563 

1,526 
212 
467,276 

$

$

1,579 
168 
477,167 

$

1,603 
80 
498,847 

$

1,503 
43 
497,044 

$

$

$

$

Similar to our revenue, monthly average visitors to our website and mobile application has typically followed the seasonal pattern of

the residential real estate industry. Beginning in March 2020, COVID-19 began having a negative effect on our customer demand, which
negatively affected our monthly average visitors during March and April. Starting in May, customer demand rebounded, resulting in a
sequential increase in monthly average visitors from the second quarter to the third quarter.

Liquidity and Capital Resources

As of December 31, 2020, we had cash and cash equivalents of $925.3 million and investments of $143.5 million, which consist

primarily of operating cash on deposit with financial institutions, money market instruments, U.S. treasury securities, and agency bonds. On
February 19, 2021, we entered into an agreement to acquire RentPath for $608.0 million in cash and, on the same day, deposited $60.8
million into an escrow account. See Note 16 to our consolidated financial statements for more information about our agreement to acquire
RentPath.

Also, as of December 31, 2020, we had $686.9 million aggregate principal amount of convertible senior notes outstanding. $25.6

million of the notes mature on July 15, 2023 and $661.3 million of the notes mature on October 15, 2025, in each case unless earlier
repurchased, redeemed or converted. Interest on our 2023 notes is payable in arrears on January 15 and July 15 of each year. Our 2025
notes do not bear regular cash interest, and the principal amount will not accrete. See Note 1 to our consolidated financial statements
regarding the accounting treatment of $1.8 million principal amount of our 2023 notes for which we received conversion notices in December
2020.

37

Table of Contents

With respect to the cash outlay for our properties business, for the year ended December 31, 2020, we relied on (i) a combination of
our cash on hand and borrowings from a secured revolving credit facility to fund home purchase prices and (ii) solely on our cash on hand to
fund capitalized improvement costs and home maintenance expenses. See Note 4 to our consolidated financial statements for more
information on changes to inventory related to home purchases and home sales for our properties business. See Note 15 to our consolidated
financial statements for more information regarding the secured revolving credit facility.

Our mortgage business has significant cash requirements due to the period of time between its origination of a mortgage loan and

the sale of that loan. We have relied on warehouse credit facilities with different lenders to fund substantially the entire portion of the
mortgage loans that our mortgage business originates. Once our mortgage business sells a loan in the secondary mortgage market, we use
the proceeds to reduce the outstanding balance under the related facility. See Note 15 to our consolidated financial statements for more
information regarding our warehouse credit facilities.

We believe that our existing cash and cash equivalents and investments, together with cash we expect to generate from future
operations, and borrowings from our secured revolving credit facility and our warehouse credit facilities, will provide sufficient liquidity to meet
our operational needs, fulfill our debt obligations, and fund our pending acquisition of RentPath. However, our liquidity assumptions may
change or prove to be incorrect, and we could exhaust our available financial resources sooner than we currently expect. As a result, we may
seek new sources of credit financing or elect to raise additional funds through equity, equity-linked, or debt financing arrangements. We
cannot assure you that any additional financing will be available to us on acceptable terms or at all.

Cash Flows

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

Net cash provided by (used in) operating activities
Net cash used in investing activities
Net cash provided by financing activities

Net Cash Provided By (Used In) Operating Activities

2020

$

Year Ended December 31,
2019

(in thousands)

2018

61,267  $
(57,119)
694,227 

(107,610) $
(115,912)
31,883 

(36,702)
(10,303)
273,402 

Our operating cash flows result primarily from cash generated by commissions paid to us from our real estate services business and

sales of homes from our properties business. Our primary uses of cash from operating activities include payments for personnel-related
costs, including employee benefits and bonus programs, marketing and advertising activities, purchases of homes for our properties
business, office and occupancy costs, and outside services costs. Additionally, our mortgage business generates a significant amount
operating cash flow activity from the origination and sale of loans held for sale.

Net cash provided by operating activities was $61.3 million for the year ended December 31, 2020, primarily attributable to a net loss

of $18.5 million, offset by $77.2 million of non-cash items related to stock- based compensation, depreciation and amortization, amortization
of debt discounts and issuances costs, lease expense related to right-of-use assets, impairment charges related to one of our cost-method
investments, and other non-cash items. Changes in assets and liabilities increased cash provided by operating activities by $2.6 million. The
primary sources of cash related to changes in our assets and liabilities were a $41.2 million increase in accounts payable and other accrued
liabilities related to the timing of vendor payments and payroll related expenses, and a $25.4 million decrease in inventory related to our
properties business. The primary uses of cash related to changes in our assets and liabilities were a $35.5 million increase in accounts
receivable related to the timing of escrow payments in-transit, a $19.5 million increase in net loans held for sale related to our mortgage
business, and a $11.3 million decrease in lease liabilities.

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Table of Contents

Net cash used in operating activities was $107.6 million for the year ended December 31, 2019, primarily attributable to a net loss of

$80.8 million, offset by $49.2 million of non-cash items related to stock- based compensation, depreciation and amortization expenses,
amortization of debt discounts and issuances costs, and lease expense related to right-of-use assets. Changes in assets and liabilities
increased cash used in operating activities by $76.0 million driven primarily by an increase of $51.9 million in inventory related to our
properties business and a $16.8 million increase in net loans held for sale related to our mortgage business.

Net cash used in operating activities was $36.7 million for the year ended December 31, 2018, primarily attributable to a net loss

$42.0 million, offset by $31.3 million of non-cash items related to stock-     based compensation, depreciation and amortization expenses and
amortization of debt discounts and issuances costs. Changes in assets and liabilities increased cash used in operating activities by $26.0
million driven primarily by an increase of $19.3 million in inventory related to our properties business. This was partially offset by a $4.1
million increase in accrued liabilities due primarily to $3.3 million of payroll liabilities.

Net Cash Used In Investing Activities

Our primary investing activities include the purchase of investments and property and equipment, primarily related to capitalized

software development expenses and leasehold improvements.

Net cash used in investing activities was $57.1 million for the year ended December 31, 2020, primarily attributable to $42.4 million in

net investments in U.S. government securities, $5.8 million related to equipment, furnishings and leasehold improvements for new or
expansion of existing office space, and $8.9 million of capitalized software development expenses.

Net cash used in investing activities was $115.9 million for the year ended December 31, 2019, primarily attributable to $100.4

million in net investments in U.S. treasury securities, $7.9 million related to equipment, furnishings and leasehold improvements for new or
expansion of existing office space, and $7.1 million of capitalized software development expenses.

Net cash used in investing activities was $10.3 million for the year ended December 31, 2018, primarily attributable to $8.3 million of

purchases of property and equipment, related to $5.3 million of capitalized software development expenses, $1.2 million of leasehold
improvements, and a $2.0 million equity investment.

Net Cash Provided By Financing Activities

Our primary financing activities have come from (i) our initial public offering in August 2017, (ii) sales of our common stock and 2023
notes in July 2018, our common stock and convertible preferred stock in April 2020, and our 2025 notes in October 2020, and (iii) the sale of
our common stock pursuant to stock option exercises and our ESPP. Additionally, we generate a significant amount of financing cash flow
activity due to borrowings from and repayments to our warehouse credit facilities and, since July 2019, our secured revolving credit facility.

Net cash provided by financing activities was $694.2 million for the year ended December 31, 2020, primarily attributable to

$647.5 million in net proceeds from the issuance of our 2025 notes offering, $109.5 million in net proceeds from the issuance of common
stock and our convertible preferred stock offering, $21.1 million in proceeds from the issuance of common stock pursuant to employee equity
plans, a $19.5 million increase in net borrowings under our secured revolving credit facility, and a $17.7 million increase in our net borrowings
under warehouse credit facilities. This was partially offset by $108.1 million used in connection with repurchases and conversions of our 2023
notes.

Net cash provided by financing activities was $31.9 million for the year ended December 31, 2019, primarily attributable to a $16.6
million increase in our net borrowings under warehouse credit facilities, and $16.1 million in proceeds from the issuance of common stock
pursuant to employee equity plans.

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Table of Contents

Net cash provided by financing activities was $273.4 million for the year ended December 31, 2018, primarily attributable to net

proceeds from our issuance of common stock and our 2023 notes. The net proceeds consisted $107.6 million from the issuance of common
stock $139.0 million from the issuance of notes.

Contractual Obligations

Contractual obligations are cash amounts that we are obligated to pay as part of certain contracts that we have entered into during

the normal course of business. Below is a table that shows our contractual obligations as of December 31, 2020:

Total

Less than 1 Year

Payments Due by Period
1-3 Years

(in thousands)

3-5 Years

More Than 5 Years

Convertible senior notes
Interest on convertible senior notes
Operating leases
Finance leases
Purchase obligations

Total

$

$

686,876  $
1,058 
74,158 
697 
71,761 

834,550  $

1,849  $
416 
15,335 
206 
63,586 
81,392  $

23,777  $
642 
27,903 
398 
8,175 

60,895  $

661,250  $
— 
19,963 
93 
— 
681,306  $

— 
— 
10,957 
— 
— 
10,957 

Payment of the principal amount of our convertible senior notes and any accrued and unpaid interest may be accelerated as a result

of an "event of default" or "fundamental change," each as defined in the indenture governing the notes.

Our operating and finance leases include direct lease obligations, excluding any taxes, insurance and other related expenses.

Our purchase obligations primarily relate to the noncancelable portion of commitments related to our network infrastructure, our

annual employee meeting, and homes that we are under contract to purchase. We do not include in the table above obligations under
contracts that we can cancel without significant penalty.

Critical Accounting Policies and Estimates

Discussion and analysis of our financial condition and results of operations are based on our financial statements, which have been
prepared in accordance with GAAP. The preparation of these financial statements requires us to make estimates and judgments that affect
the reported amounts of assets and liabilities and related disclosure of contingent assets and liabilities, revenue, and expenses at the date of
the financial statements. Generally, we base our estimates on historical experience and on various other assumptions in accordance with
GAAP that we believe to be reasonable under the circumstances. Actual results may differ from these estimates under different assumptions
or conditions.

Critical accounting policies and estimates are those that we consider the most important to the portrayal of our financial condition and

results of operations because they require our most difficult, subjective, or complex judgments, often as a result of the need to make
estimates about the effect of matters that are inherently uncertain. Based on this definition, we have identified the critical accounting policies
and estimates addressed below. In addition, we have other key accounting policies and estimates that are described in Note 1 to our
consolidated financial statements.

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Table of Contents

2025 Notes

On October 20, 2020, we issued $661.3 million aggregate principal amount of convertible senior notes that mature on October 15,
2025 unless earlier repurchased, redeemed or converted. Conversion of the notes can be settled by paying or delivering, as the case may
be, cash, shares of our common stock, or a combination of cash and shares of our common stock, at our election.

We account for our 2025 notes in accordance with FASB ASC Subtopic 470-20, Debt with Conversion and Other Options, which

requires that we separately value the notes excluding the conversion feature (liability component), with the residual attributed to the
conversion feature (equity component). The carrying amount of the liability component was estimated using a discounted cash flow analysis
utilizing a risk-adjusted yield derived from a combination of (i) use of benchmarks of comparable debt securities and (ii) modeling that
incorporates synthetic credit rating estimation and volatility estimation. The carrying amount of the equity component was calculated by
deducting the fair value amount of the liability component from the aggregate principal amount of the notes.

See Note 15 to our consolidated financial statements for further discussion of our 2025 notes.

    Revenue Recognition

Our key revenue components are brokerage revenue, partner revenue, property revenue, and other revenue. Of these, we consider

the most critical of our revenue recognition policies relate to commissions and fees charged on brokerage transactions closed by our lead
agents, and from the sale of homes. We recognize commission-based brokerage revenue upon closing of a brokerage transaction, less the
amount of any commission refunds, closing-cost reductions, or promotional offers that may result in a material right. We determined that
brokerage revenue primarily contains a single performance obligation that is satisfied upon the closing of a transaction, at which point the
entire transaction price is earned. We evaluate our brokerage contracts and promotional pricing to determine if there are any additional
material rights and allocate the transaction price based on standalone selling prices.

Properties revenue is earned when we sell homes that were previously bought directly from homeowners. Our contracts with
customers contain a single performance obligation that is satisfied upon a transaction closing. Properties revenue is recorded at closing on a
gross basis, representing the sales price of the home.

We have utilized the practical expedient in ASC 606, Revenue from Contracts with Customers, and elected not to capitalize contract

costs for contracts with customers with durations less than one year. We do not have significant remaining performance obligations or
contract balances.

See Note 1 to our consolidated financial statements for further discussion of our revenue recognition policy.

    Inventory

Our inventory represents homes purchased with the intent of resale and are accounted for under the specific identification method.
Direct home acquisition and improvement costs are capitalized and tracked directly with each specific home. Homes are stated in inventory
at cost and are reviewed on a home by home basis. When evidence exists that the net realizable value of a home is lower than its cost, we
recognize the difference as a loss in the period in which it occurs. In determining net realizable value, management must use judgment and
estimates, including assessment of readily available market value indicators such as the Redfin Estimate and other third-party home value
indicators, assessment of a current listing or pending offer price if either are available, and the value of any improvements made to the home.
If a home's estimated market value is less than the inventory cost then the home is written down to net realizable value. While no significant
adjustments were required to our home inventory as of and for the year ended December 31, 2020, material adjustments may be required in
the future due to changing market conditions, natural disasters, or other forces outside of our control.

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Table of Contents

See Note 4 to our consolidated financial statements for a summary of our inventory categories and any net realizable write-downs.

Recent Accounting Standards

For information on recent accounting standards, see Note 1 to our consolidated financial statements.

Off-Balance Sheet Arrangements

We have no off-balance sheet arrangements as defined in Item 303(a)(4) of Regulation S-K.

Item 7A. Quantitative and Qualitative Disclosures About Market Risk

Our primary operations are within the United States and in the first quarter of 2019 we launched limited operations in Canada. We

are exposed to market risks in the ordinary course of our business. These risks primarily consist of fluctuations in interest rates.

Interest Rate Risk

Our investment policy allows us to maintain a portfolio of cash equivalents and investments in a variety of securities, including U.S.

treasury and agency issues, bank certificates of deposit that are 100% insured by the Federal Deposit Insurance Corporation, and SEC-
registered money market funds that consist of a minimum of $1 billion in assets and meet the above requirements. The goals of our
investment policy are liquidity and capital preservation. We do not enter into investments for trading or speculative purposes.

As of December 31, 2020, we had cash and cash equivalents of $925.3 million and investments of $143.5 million. Our investments

are comprised of available-for-sale securities that consist primarily of U.S. treasury securities with maturities of two years or less. We believe
that we do not have any material exposure to changes in the fair value of these assets as a result of changes in interest rates due to the
relatively short-term nature and risk profile of our portfolio. Declines in interest rates, however, would reduce future investment income.
Assuming no change in our outstanding cash, cash equivalents, and investments during the first quarter of 2021, a hypothetical 10% change
in interest rates, occurring during and sustained throughout that quarter, would not have a material impact on our financial results for that
quarter.

We are exposed to interest rate risk on our mortgage loans held for sale and IRLCs associated with our mortgage loan origination
services. We manage this interest rate risk through the use of forward sales commitments on both a best effort whole loans basis and on a
mandatory basis. Forward sales commitments entered into on a mandatory basis are done through the use of commitments to sell mortgage-
backed securities. We do not enter into or hold derivatives for trading or speculative purposes. The fair value of our IRLCs and forward sales
commitments are reflected in other current assets and accrued liabilities, as applicable, with changes in the fair value of these commitments
recognized as revenue. The net fair value change for the periods presented were not material. See Note 3 to our consolidated financial
statements for a summary of the fair value of our forward sales commitments and our IRLCs.

We are subject to interest rate risk on borrowings under our secured revolving credit facility. See Note 15 to our consolidated

financial statements for a description of this facility. Changes in the market interest rate will increase or decrease our interest expense.
Assuming no change in the outstanding borrowings under the facility during the first quarter of 2021, a hypothetical 10% change in interest
rates, occurring during and sustained throughout that quarter, would not have a material impact on our financial results for that quarter.

Foreign Currency Exchange Risk

As our operations in Canada have been limited, and we do not maintain a significant balance of foreign currency, we do not currently

face significant foreign currency exchange rate risk.

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Table of Contents

Item 8. Financial Statements and Supplementary Data

Index to Consolidated Financial Statements

Reports of Independent Registered Public Accounting Firm
Consolidated Balance Sheets
Consolidated Statements of Comprehensive Loss
Consolidated Statements of Cash Flows
Consolidated Statements of Changes in Mezzanine Equity and Stockholders' Equity
Index to Notes to Consolidated Financial Statements

43

Page
44
47
48
49
50
51

Index to Consolidated Financial Statements

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the stockholders and the Board of Directors of Redfin Corporation

Opinion on the Financial Statements

We have audited the accompanying consolidated balance sheets of Redfin Corporation and subsidiaries (the "Company") as of December
31, 2020 and 2019, the related consolidated statements of comprehensive loss, cash flows, and changes in mezzanine equity and
stockholders' equity, for each of the three years in the period ended December 31, 2020, 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, 2020 and 2019, and the results of its operations and its cash flows for each of the three years in the period ended
December 31, 2020, in conformity with accounting principles generally accepted in the United States of America.

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, 2020, 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 February 24,
2021, 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 Matter

The critical audit matter communicated below is a matter arising from the current-period audit of the financial statements that was
communicated or required to be communicated to the Audit Committee and that (1) relates 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 matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Debt – Convertible Senior Notes due 2025 – Refer to Note 15 to the financial statements

Critical Audit Matter Description

On October 20, 2020, the Company issued approximately $661 million of aggregate principal amount of Convertible Senior Notes due 2025
(the “Notes”). Due to certain conversion features within the Notes, the Company separated the proceeds into liability and equity components.
The fair value of the liability component was estimated using a discounted cash flow analysis utilizing a risk-adjusted yield derived from a
combination of (i) use of benchmarks of comparable debt securities; and (ii) modeling that incorporates synthetic credit rating estimation and
volatility estimation. The carrying amount of the equity component

44

Index to Consolidated Financial Statements

was calculated by deducting the fair value amount of the liability component from the aggregate principal amount of the Notes.

Given (a) the complexity of applying the accounting framework for the Notes, and (b) that the determination of the fair value of the liability
component requires the Company to make significant estimates and assumptions relating to the risk-adjusted yield, synthetic credit rating
and expected volatility, the audit procedures we performed 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 application of the accounting framework for the Notes and the reasonableness of the estimates and
assumptions used to determine the fair value of the liability component of the Notes, included the following procedures, among others:

• We tested the effectiveness of internal controls over the Company’s accounting for the Notes and over the estimated fair value of the

liability component.

• With the assistance of professionals in our firm having expertise in debt issuance accounting, we evaluated the Company’s

conclusions regarding the accounting treatment applied to the Notes.

• With the assistance of our fair value specialists, we evaluated the valuation methodology and key assumptions used to determine the

fair value of the liability component of the Notes by:

◦

◦

Evaluating the appropriateness of the valuation model and techniques used in determining the fair value, verifying source
information used in the valuation model to third party data sources and testing the mathematical accuracy of the valuation
calculation.

Evaluating whether key valuation assumption inputs, including the risk-adjusted yield, synthetic credit rating, and expected
volatility, are consistent with those that would be used by market participants by developing a range of independent
estimates for each key assumption and comparing to those assumptions selected by management.

/s/ Deloitte & Touche LLP

Seattle, Washington

February 24, 2021

We have served as the Company's auditor since 2013.

45

Index to Consolidated Financial Statements

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the stockholders and the Board of Directors of Redfin Corporation

Opinion on Internal Control over Financial Reporting

We have audited the internal control over financial reporting of Redfin Corporation and subsidiaries (the “Company”) as of December 31,
2020, based on criteria established in Internal Control — Integrated Framework (2013) issued by the Committee of Sponsoring Organizations
of the Treadway Commission (COSO). In our opinion, the Company maintained, in all material respects, effective internal control over
financial reporting as of December 31, 2020, based on criteria established in Internal Control — Integrated Framework (2013) issued by
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, 2020,of the Company and our report dated February 24, 2021,
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

Seattle, Washington

February 24, 2021

46

Index to Consolidated Financial Statements

Redfin Corporation and Subsidiaries
Consolidated Balance Sheets
(in thousands, except share and per share amounts)

December 31,

2020

2019

Assets
Current assets

Cash and cash equivalents
Restricted cash
Short-term investments
Accounts receivable, net of allowances for credit losses of $160 and $165
Inventory
Loans held for sale
Prepaid expenses
Other current assets

Total current assets
Property and equipment, net
Right-of-use assets, net
Long-term investments
Goodwill and intangibles, net
Other assets, noncurrent

Total assets

Liabilities, mezzanine equity and stockholders' equity
Current liabilities

Accounts payable
Accrued liabilities
Other payables
Warehouse credit facilities
Secured revolving credit facility
Convertible senior notes, net
Lease liabilities

Total current liabilities

Lease liabilities and deposits, noncurrent
Convertible senior notes, net, noncurrent
Payroll tax liabilities, noncurrent
Total liabilities

Commitments and contingencies (Note 7)
Series A convertible preferred stock—par value $0.001 per share; 10,000,000 shares authorized; 40,000 and 0
shares issued and outstanding, respectively
Stockholders’ equity
Common stock—par value $0.001 per share; 500,000,000 shares authorized; 103,000,594 and 93,001,597
shares issued and outstanding, respectively
Additional paid-in capital
Accumulated other comprehensive income
Accumulated deficit

Total stockholders’ equity

Total liabilities, mezzanine equity and stockholders’ equity

$

$

$

$

925,276  $

20,544 
131,561 
54,719 
49,158 
42,539 
12,131 
4,898 
1,240,826 
43,988 
44,149 
11,922 
11,016 
8,619 
1,360,520  $

5,644  $

69,460 
13,184 
39,029 
23,949 
22,482 
11,973 
185,721 
49,339 
488,268 
6,812 
730,140 

39,823 

103 
860,556 
211 
(270,313)
590,557 
1,360,520  $

234,679 
12,769 
70,029 
19,223 
74,590 
21,985 
14,822 
3,496 
451,593 
39,577 
52,004 
30,978 
11,504 
10,557 
596,213 

2,122 
38,022 
7,884 
21,302 
4,444 
— 
11,408 
85,182 
59,869 
119,716 
— 
264,767 

— 

93 
583,097 
42 
(251,786)
331,446 
596,213 

See Notes to the consolidated financial statements.

47

Index to Consolidated Financial Statements

Redfin Corporation and Subsidiaries
Consolidated Statements of Comprehensive Loss
(in thousands, except share and per share amounts)

Revenue

Service
Product

Total revenue

Cost of revenue
Service
Product

Total cost of revenue

Gross profit
Operating expenses

Technology and development
Marketing
General and administrative

(1)

Total operating expenses

Income (loss) from operations
Interest income
Interest expense
Other income (loss), net

Net loss

Dividends on convertible preferred stock

Net loss attributable to common stock—basic and diluted

Net loss per share attributable to common stock—basic and diluted
Weighted average shares used to compute net loss per share attributable to common stock—basic and
diluted

Net loss
Other comprehensive income

Foreign currency translation adjustments
Unrealized gain on available-for-sale securities
Total other comprehensive income

Total comprehensive loss

2020

Year Ended December 31,
2019

2018

674,345  $
211,748 
886,093 

437,484 
216,499 
653,983 
232,110 

84,297 
54,881 
92,140 
231,318 
792 
2,074 
(19,495)
(1,898)

(18,527) $

(4,454)

(22,981) $

(0.23) $

539,288  $
240,508 
779,796 

390,504 
245,189 
635,693 
144,103 

69,765 
76,710 
76,874 
223,349 
(79,246)
7,146 
(8,928)
223 
(80,805) $

— 
(80,805) $

(0.88) $

441,927 
44,993 
486,920 

320,883 
46,613 
367,496 
119,424 

53,797 
44,061 
65,500 
163,358 
(43,934)
5,416 
(3,681)
221 
(41,978)

— 
(41,978)

(0.49)

98,574,529 

91,583,533 

85,669,039 

(18,527) $

(80,805) $

(41,978)

(3)
172 
169 
(18,358) $

33 
9 
42 
(80,763) $

— 
— 
— 
(41,978)

$

$

$

$

$

$

(1) Includes direct and incremental costs related to COVID-19 of $7,864, which are partially offset by $1,348 in employee retention credits allowed under the CARES Act, for the year ended December
31, 2020.

See Notes to the consolidated financial statements.

48

Index to Consolidated Financial Statements

Redfin Corporation and Subsidiaries
Consolidated Statements of Cash Flows
(in thousands)

Operating Activities
Net loss

Adjustments to reconcile net loss to net cash provided by (used in) operating activities:

Depreciation and amortization
Stock-based compensation
Amortization of debt discount and issuance costs
Non-cash lease expense
Impairment costs
Loss on repurchases and conversions of convertible senior notes
Net gain on IRLCs, forward sales commitments and loans held for sale
Other
Change in assets and liabilities:
Accounts receivable, net
Inventory
Prepaid expenses and other assets
Accounts payable
Accrued liabilities, other payables, and payroll tax liabilities, noncurrent
Lease liabilities
Deferred rent
Origination of loans held for sale
Proceeds from sale of loans originated as held for sale
Net cash provided by (used in) operating activities

Investing activities

Purchases of property and equipment
Purchases of investments
Sales of investments
Maturities of investments

Net cash used in investing activities

Financing activities

Proceeds from the issuance of convertible preferred stock, net of issuance costs
Proceeds from the issuance of common stock, net of issuance costs
Proceeds from the issuance of common stock pursuant to employee equity plans
Tax payments related to net share settlements on restricted stock units
Borrowings from warehouse credit facilities
Repayments to warehouse credit facilities
Borrowings from secured revolving credit facility
Repayments to secured revolving credit facility
Cash paid for secured revolving credit facility issuance costs
Proceeds from issuance of convertible senior notes, net of issuance costs
Payments for repurchases and conversions of convertible senior notes
Principal payments under finance lease obligations
Other payables - deposits held in escrow

Net cash provided by financing activities
Effect of exchange rate changes on cash and cash equivalents
Net change in cash, cash equivalents, and restricted cash
Cash, cash equivalents, and restricted cash:

Beginning of period

End of period

Supplemental disclosure of cash flow information

Cash paid for interest

Non-cash transactions

Stock-based compensation capitalized in property and equipment
Property and equipment additions in accounts payable and accrued liabilities
Leasehold improvements paid directly by lessor
Issuance of common stock for repurchases and conversions of convertible senior notes

Year Ended December 31,
2019

2018

2020

$

(18,527) $

(80,805) $

(41,978)

14,564 
36,973 
12,038 
9,204 
2,063 
4,634 
(1,921)
(349)

(35,496)
25,432 
2,333 
2,086 
39,092 
(11,312)
— 
(677,310)
657,763 
61,267 

(14,686)
(198,172)
7,887 
147,852 
(57,119)

39,801 
69,701 
21,072 
(16,852)
662,278 
(644,551)
89,619 
(70,115)
(4)
647,486 
(108,061)
(221)
4,074 
694,227 
(3)
698,372 

9,230 
27,814 
6,385 
6,940 
— 
— 
(493)
(663)

(3,861)
(51,896)
(3,293)
(394)
7,422 
(7,209)
1 
(395,354)
378,566 
(107,610)

(15,533)
(136,265)
11,486 
24,400 
(115,912)

— 
— 
16,107 
(5,126)
388,586 
(372,017)
4,444 
— 
(922)
— 
— 
(72)
883 
31,883 
32 
(191,607)

247,448 
945,820  $

439,055 
247,448  $

$

4,958 

2,348 
1,682 
37 
98,397 

2,460 

1,280 
223 
6,230 
— 

8,465 
20,438 
2,584 
— 
— 
— 
(219)
— 

(2,029)
(19,312)
(5,500)
617 
4,435 
— 
(1,249)
(85,955)
83,001 
(36,702)

(8,303)
(2,000)
— 
— 
(10,303)

— 
107,593 
23,407 
(1,426)
83,842 
(81,125)
— 
— 
— 
138,953 
— 
— 
2,158 
273,402 
— 
226,397 

212,658 
439,055 

— 

522 
82 
1,980 
— 

See Notes to the consolidated financial statements.

49

Series A Convertible
Preferred Stock

Common Stock

Shares

Amount

Shares

Amount

Accumulated
Other
Comprehensive
Income

Accumulated
Deficit
(129,003) $

Total
Stockholders'
Equity/(Deficit)
235,430 
6,588 

Index to Consolidated Financial Statements

Redfin Corporation and Subsidiaries
Consolidated Statements of Changes in Mezzanine Equity and Stockholders’ Equity
(in thousands, except share amounts)

Balance, December 31, 2017
Issuance of common stock pursuant to employee stock
purchase program
Issuance of common stock pursuant to exercise of
stock options
Issuance of common stock pursuant to restricted stock
units
Common stock surrendered for employees' tax liability
upon settlement of restricted stock units
Issuance of common stock, net
Equity component of convertible senior notes, net
Stock-based compensation
Net loss
Balance, December 31, 2018
Issuance of common stock pursuant to employee stock
purchase program
Issuance of common stock pursuant to exercise of
stock options
Issuance of common stock pursuant to restricted stock
units
Common stock surrendered for employees' tax liability
upon settlement of restricted stock units
Stock-based compensation
Other comprehensive income
Net loss
Balance, December 31, 2019
Issuance of convertible preferred stock, net
Issuance of common stock as dividend on convertible
preferred stock
Issuance of common stock, net
Equity component of convertible senior notes, net
Issuance of common stock pursuant to employee stock
purchase program
Issuance of common stock pursuant to exercise of
stock options
Issuance of common stock pursuant to settlement of
restricted stock units
Common stock surrendered for employees' tax liability
upon settlement of restricted stock units
Issuance of common stock in connection with
repurchase of convertible senior notes
Issuance of common stock in connection with
conversion of convertible senior notes
Stock-based compensation
Other comprehensive income
Net loss
Balance, December 31, 2020

—  $
— 

— 

— 

— 

— 
— 
— 
— 
—  $
— 

— 

— 

— 

— 
— 
— 
—  $

40,000 
— 

— 
— 
— 

— 

— 

— 

— 

— 

— 
— 

— 

— 

— 

— 
— 
— 
— 
— 
— 

— 

— 

— 

— 
— 
— 
— 
39,823 
— 

— 
— 
— 

— 

— 

— 

— 

— 

— 
— 
— 

— 
— 
— 
40,000  $ 39,823 

Additional
Paid-in
Capital
81  $ 364,352  $

1 

3 

— 

— 

6,587 

16,817 

— 

(1,426)

107,588 
27,951 
20,960 
— 

5 
— 
— 
— 
90  $ 542,829  $
— 

6,732 

2 

1 

9,568 

(1)

81,468,891  $
425,228 

3,203,528 

306,079 

(88,721)

4,836,336 
— 
— 
— 

90,151,341  $
490,717 

1,666,162 

966,037 

(272,660)

— 

(5,126)

— 
— 
— 

93,001,597  $

— 
61,280 

4,484,305 
— 
320,609 

2,011,938 

1,490,506 

29,095 
— 
— 

— 
— 
— 
93  $ 583,097  $
— 
— 

— 
— 

4 
— 
— 

2 

2 

69,697 
165,257 
8,174 

12,703 

(2)

(439,131)

— 

(16,852)

2,056,180 

13,310 

— 
— 
— 

2 

— 

— 
— 
— 

(701)

(138)

39,321 
— 
— 

103,000,594  $

103  $ 860,556  $

— 

— 

— 

— 

— 
— 
— 
(41,978)
(170,981) $

— 

— 

— 

— 

— 
— 
(80,805)
(251,786) $

— 
— 

— 
— 
— 

— 

— 

— 

— 

— 

See Notes to the consolidated financial statements.

50

— 
— 
(18,527)
(270,313) $

— 
169 
— 
211  $

—  $
— 

— 

— 

— 

— 
— 
— 
— 
—  $
— 

— 

— 

— 

— 
42 
— 
42  $
— 
— 

— 
— 
— 

— 

— 

— 

— 

— 

16,820 

— 

(1,426)

107,593 
27,951 
20,960 
(41,978)
371,938 
6,732 

9,570 

— 

(5,126)

29,095 
42 
(80,805)
331,446 
— 
— 

69,701 
165,257 
8,174 

12,705 

— 

(16,852)

(699)

(138)

39,321 
169 
(18,527)
590,557 

Index to Consolidated Financial Statements

Note 1:
Note 2:
Note 3:
Note 4:
Note 5:
Note 6:
Note 7:
Note 8:
Note 9:
Note 10:
Note 11:
Note 12:
Note 13:
Note 14:
Note 15:
Note 16:

Index to Notes to Consolidated Financial Statements

Description of Business and Summary of Significant Accounting Policies
Segment Reporting and Revenue
Financial Instruments
Inventory
Property and Equipment
Leases
Commitments and Contingencies
Acquired Intangible Assets
Accrued Liabilities
Other Payables
Mezzanine Equity
Equity and Equity Compensation Plans
Net Loss per Share Attributable to Common Stock
Income Taxes
Debt
Subsequent Events

51

Page
52
61
61
66
66
67
68
69
69
70
70
71
74
75
78
80

Index to Notes

Redfin Corporation and Subsidiaries
Notes to Consolidated Financial Statements
(in thousands, except share and per share amounts)

Note 1: Description of Business and Summary of Significant Accounting Policies

Description of Business—Redfin Corporation was incorporated in October 2002 and is headquartered in Seattle, Washington. We

operate an online real estate marketplace and provide real estate services, including assisting individuals in the purchase or sale of their
home. We also provide title and settlement services, originate and sell mortgages, and buy and sell homes directly from homeowners. We
have operations located in multiple states across the United States and certain provinces in Canada.

Basis of Presentation—The consolidated financial statements and accompanying notes have been prepared in accordance with

generally accepted accounting principles in the United States of America (“GAAP”).

Principles of Consolidation—The consolidated financial statements include the accounts of Redfin and its wholly owned

subsidiaries, including those entities in which we have a variable interest and of which we are the primary beneficiary. Intercompany
transactions and balances have been eliminated.

Certain Significant Risks and Business Uncertainties—We operate in the residential real estate industry and are a technology-

focused company. Accordingly, we are affected by a variety of factors that could have a significant negative effect on our future financial
position, results of operations, and cash flows. These factors include: negative macroeconomic factors affecting the health of the U.S.
residential real estate industry, the impact of COVID-19 on the residential real estate industry, negative factors disproportionately affecting
markets where the we derive most of our revenue, intense competition in the U.S. residential real estate industry, our inability to maintain or
improve our technology offerings, our failure to obtain and provide comprehensive and accurate real estate listings, errors or inaccuracies in
the business data that we rely on to make decisions, and our inability to attract homebuyers and home sellers to our website and mobile
application.

COVID-19 Impacts—In April 2020, we reduced our number of employees by approximately 400 people and placed an additional
1,000 employees on furlough. As of the effective date of any furlough, we provided transition pay to each employee and for any employee
enrolled in our health-care benefit plans, we continued to provide benefits through the duration of their furlough. These actions taken in
response to the economic impact of COVID-19 on our business resulted in a charge of $7,864 in 2020. These costs are included in general
and administrative expenses, as these costs were determined to be direct and incremental, and not related to revenue generating activities.
These costs were partially offset by $1,348 in employee retention credits claimed under the Coronavirus Aid, Relief, and Economic Security
Act (the "CARES Act") for 2020, which are also included as a reduction to general and administrative expenses. Pursuant to the CARES Act,
we elected to defer eligible payroll taxes beginning in April 2020, which will be due in two equal installments in 2021 and 2022.

Use of Estimates—The preparation of consolidated financial statements, in conformity with GAAP, requires our management to
make estimates and assumptions that affect the reported amounts of assets and liabilities and results of operations during the respective
periods. Our estimates include, but are not limited to, valuation of deferred income taxes, stock-based compensation, net realizable value of
inventory, capitalization of website and software development costs, the incremental borrowing rate for the determination of the present value
of lease payments, recoverability of intangible assets with finite lives, fair value of our mortgage loans held for sale, fair value of reporting
units for purposes of evaluating goodwill for impairment, current expected credit losses on certain financial assets, and the fair value of the
convertible feature related to our convertible senior notes (see Note 15). The amounts ultimately realized from the affected assets or
ultimately recognized as liabilities will depend on, among other factors, general business conditions and could differ materially in the near
term from the carrying amounts reflected in the consolidated financial statements.

52

Index to Notes

Cash and Cash Equivalents—We consider all highly liquid investments originally purchased by us with original maturities of three
months or less at the date of purchase to be cash equivalents and classified as available-for-sale. Our cash equivalents consist primarily of
money market instruments.

Restricted Cash and Other Payables—Restricted cash primarily consists of cash held in escrow on behalf of real estate buyers

using our title and settlement services. Since we do not have rights to the cash, a corresponding customer deposit liability in the same
amount is recognized in the consolidated balance sheets in other payables. When a real estate services transaction closes, the restricted
cash transfers from escrow and the corresponding deposit liability is reduced. In addition, we have other restricted cash that is specifically
designated to repay borrowings under warehouse credit facilities and the secured revolving credit facility.

Accounts Receivable, Net and Allowance for Credit Losses—We have two material classes of receivables: (i) real estate
services receivables and (ii) receivables from the sale of homes through our properties business. Accounts receivable related to these
classes represent closed transactions for which cash has not yet been received. The majority of our transactions are processed through
escrow and collectibility is not a significant risk. For transactions not directly processed through escrow, we establish an allowance for
expected credit losses based on historical experience of collectibility, current external economic conditions that may affect collectibility, and
current or expected changes to the regulatory environment in which we operate our real estate services and properties businesses. We
evaluate for changes in credit quality indicators on an annual basis or in the event of a material economic event or material change in the
regulatory environment in which we operate.    

Investments—We have two types of investments: (i) available-for-sale investments that are available to support our operational

needs, which are reported on the balance sheets as short-term and long-term investments, and (ii) long-term equity investments accounted
for under the cost method, which are reported in Other assets, noncurrent.

Available-for-sale

Our short-term and long-term investments consist primarily of U.S. treasury securities, including inflation protected securities, and

other federal or local government issued securities, all of which are classified as available-for-sale. Available-for-sale debt securities are
recorded at fair value, and unrealized holding gains and losses are recorded as a component of accumulated other comprehensive income.
Available-for-sale securities with maturities of one year or less and those identified by management at the time of purchase to be used to
fund operations within one year are classified as short-term. All other available-for-sale securities are classified as long-term. We evaluate
our available-for-sale securities, both ones classified as cash equivalents and as investments, for expected credit losses on a quarterly basis.
An expected credit loss reserve is charged against the fair value of an available-for-sale debt security when it is identified, with a credit loss
charged against net earnings. We review factors to determine whether an expected credit loss exists based on credit quality indicators, such
as the extent to which the fair value as of the reporting date is less than the amortized cost basis, present value of cash flows expected to be
collected, the financial condition and prospects of the issuer, adverse conditions specifically related to the security, and any changes to the
credit rating of the security by a rating agency. Realized gains and losses are accounted for using the specific identification method.
Purchases and sales are recorded on a trade date basis.

53

Index to Notes

Cost Method Investments

We have purchased equity interests in two privately held companies, which are classified as long-term. The investments are equity

securities without readily determinable fair values that are accounted for at cost minus any impairment, plus or minus changes resulting from
observable price changes in orderly transactions for identical or similar investments of the same issuer. We perform a qualitative assessment
considering impairment indicators to evaluate whether the investments are impaired as of the end of each reporting period. We recognized
an impairment charge of $1,919 in 2020 related to our cost method investments. See Note 3 for information on our assessment.

Fair Value—We account for certain assets and liabilities at fair value. Fair value is defined as the exchange price that would be
received for an asset or an exit price paid to transfer a liability in the principal or most advantageous market for the asset or liability in an
orderly transaction between market participants on the measurement date. Valuation techniques used to measure fair value must maximize
the use of observable inputs and minimize the use of unobservable inputs. The current accounting guidance for fair value measurements
defines a three-level valuation hierarchy for disclosures as follows:

Level 1—Unadjusted quoted prices in active markets for identical assets or liabilities.

Level 2—Inputs other than quoted prices included within Level 1 that are observable, unadjusted quoted prices in markets that are
not active, or other inputs that are observable such as quoted prices for similar assets or liabilities in active markets, or can be corroborated
by observable market data.

Level 3—Unobservable inputs that are supported by little or no market activity and require us to develop our own assumptions.

The categorization of a financial instrument within the valuation hierarchy is based upon the lowest level of input that is significant to

the fair value measurement. Our financial instruments consist of Level 1, Level 2, and Level 3 assets and liabilities.

Concentration of Credit Risk—Financial instruments that potentially subject us to concentrations of credit risk are primarily cash
and cash equivalents and investments. We generally place our cash and cash equivalents and investments with major financial institutions
we deem to be of high-credit-quality in order to limit our credit exposure. We maintain our cash accounts with financial institutions where
deposits exceed federal insurance limits.

Inventory—Our inventory represents homes purchased with the intent of resale and are accounted for under the specific
identification method. Direct home acquisition and improvement costs are capitalized and tracked directly with each specific home. Homes
are stated in inventory at cost and are reviewed on a home by home basis. If a home's estimated market value is less than the inventory cost
then the home is written down to net realizable value.

We classify inventory into three categories: homes for sale, homes not available for sale, and homes under improvement. Homes for

sale represent homes that are currently listed on the market for sale. Homes not available for sale are generally recently purchased homes
that have been temporarily rented back to the prior owner and are not listed on the market for sale. The rental period is typically less than 30
days. Homes under improvement are homes that are in the process of being prepared to be listed for sale.

54

Index to Notes

Variable Interest Entities—In connection with establishing a secured revolving credit facility to support the financing of homes that it

purchases, RedfinNow formed a special purpose entity called RedfinNow Borrower, which is a wholly owned subsidiary of Redfin
Corporation. We have determined that RedfinNow Borrower is a variable interest entity ("VIE") and that we are the primary beneficiary of the
variable interest in RedfinNow Borrower based on our power to direct the activities that most significantly impact the economic outcomes of
the entity through our role in designing the entity and managing the homes purchased and sold by the entity. We have a potentially significant
variable interest in the entity based upon our equity interest held in the VIE. As we have concluded that we are the primary beneficiary, we
have included the accounts of the VIE in our consolidated financial statements. The lender of the secured revolving credit facility does not
have recourse against the general credit of the primary beneficiary beyond the circumstances disclosed in Note 15. See Note 15 for a
summary of the secured revolving credit facility, including outstanding borrowings associated with the VIE and related collateral.

Loans Held for Sale—Redfin Mortgage, a wholly owned subsidiary of Redfin Corporation, originates residential mortgage loans.

Such mortgage loans are intended to be sold in the secondary mortgage market within a short period of time following origination. Mortgage
loans held for sale primarily consist of single-family residential loans collateralized by the underlying home. Mortgage loans held for sale are
recorded at fair value based on either sale commitments or current market quotes for mortgage loans with similar characteristics. Interest
income earned or expense incurred on loans held for sale is captured as a component of income from operations.

Other Current Assets—Other current assets consist primarily of miscellaneous non-trade receivables and interest rate lock

commitments from mortgage origination operations (see Derivative Instruments below).

Derivative Instruments—Redfin Mortgage is party to IRLCs with customers resulting from mortgage origination operations. IRLCs
for single-family mortgage loans that Redfin Mortgage intends to sell are considered free-standing derivatives. All free-standing derivatives
are required to be recorded on our consolidated balance sheets at fair value. Since Redfin Mortgage can terminate a loan commitment if the
borrower does not comply with the terms of the contract, and some loan commitments may expire without being drawn upon, these
commitments do not necessarily represent future cash requirements.

Interest rate risk related to the residential mortgage loans held for sale and IRLCs is offset using forward sales commitments. We
manage this interest rate risk through the use of forward sales commitments on both a best effort whole loans basis and on a mandatory
basis. Forward sales commitments entered into on a mandatory basis are done through the use of commitments to sell mortgage-backed
securities. We do not enter into or hold derivatives for trading or speculative purposes. Changes in the fair value of IRLCs and forward sales
commitments are recognized as revenue, and the fair values are reflected in other current assets and accrued liabilities, as applicable. We
estimate the fair value of an IRLC based on current market quotes for mortgage loans with similar characteristics, net of origination costs and
fees adjusting for the probability that the mortgage loan will not fund according to the terms of commitment (referred to as a pull-through
factor). The fair value measurements of our forward sales commitments use prices quoted directly to us from our counterparties.

Property and Equipment—Property and equipment is recorded at cost and depreciated using the straight-line method over the

estimated useful lives. Depreciation and amortization is included in cost of revenue, marketing, technology and development, and general
and administrative and is allocated based on estimated usage for each class of asset.

Leasehold improvements are amortized over the shorter of the lease term or the estimated useful life of the related asset. Upon

retirement or sale, the cost of assets disposed of and the related accumulated depreciation are removed from the accounts, and any resulting
gain or loss is reflected in the consolidated statements of operations. Repair and maintenance costs are expensed as incurred.

55

Index to Notes

Costs incurred in the preliminary stages of website and software development are expensed as incurred. Once an application has

reached the development stage, direct internal and external costs relating to upgrades or enhancements that meet the capitalization criteria
are capitalized in property and equipment and amortized on a straight-line basis over their estimated useful lives. Maintenance and
enhancement costs (including those costs in the post-implementation stages) are typically expensed as incurred, unless such costs relate to
substantial upgrades and enhancements to the websites (or software) that result in added functionality, in which case the costs are
capitalized.

Capitalized software development activities placed in service are amortized over the expected useful lives of those releases. We

view capitalized software costs as either internal use, or market and product expansion. Currently, internal use and expansion useful lives are
estimated at two to three years.

Estimated useful lives of website and software development activities are reviewed annually, or whenever events or changes in

circumstances indicate that intangible assets may be impaired, and adjusted as appropriate to reflect upcoming development activities that
may include significant upgrades or enhancements to the existing functionality.

Intangible Assets—Intangible assets are finite lived and mainly consist of trade names, developed technology, and customer

relationships and are amortized over their estimated useful lives of ten years. The useful lives were determined by estimating future cash
flows generated by the acquired intangible assets. Amortization expense is included in cost of revenue.

Impairment of Long-Lived Assets—Long-lived assets are reviewed for impairment whenever events or changes in circumstances
indicate that the carrying amount of such assets may not be recoverable. Recoverability of assets to be held and used is measured first by a
comparison of the carrying amount of an asset to future undiscounted net cash flows expected to be generated by the asset. If such asset
were considered to be impaired, an impairment loss would be recognized when the carrying amount of the asset exceeds the fair value of the
asset. To date, no such impairment has occurred.

Goodwill—Goodwill represents the excess of the purchase price over the fair value of the net tangible assets and identifiable

intangible assets acquired in a business combination. Goodwill is not amortized, but is subject to impairment testing. We assess the
impairment of goodwill on an annual basis, during the fourth quarter, or whenever events or changes in circumstances indicate that goodwill
may be impaired. We assess goodwill for possible impairment by performing a qualitative assessment to determine whether it is more likely
than not that the fair value of the reporting unit is less than its carrying amount. If we qualitatively determine that it is not more likely than not
that the fair value of the reporting unit is less than its carrying amount, then no additional impairment steps are necessary.

We performed a qualitative assessment and determined that it was not more likely than not that the fair value of our reporting unit for

which goodwill has been assigned was less than its carrying amount. In evaluating whether it was more likely than not that the fair value of
our reporting unit was less than its carrying amount we considered macroeconomic conditions, industry and market considerations, cost
factors, overall financial performance, other relevant entity-specific events, potential events affecting its reporting unit, and changes in the fair
value of our common stock. The primary qualitative factors we have considered in our analysis are our overall financial performance and the
fair value of the reporting unit for which goodwill was assigned, which was substantially in excess of its book value. The aggregate carrying
value of goodwill was $9,186 at December 31, 2020 and 2019. There have been no accumulated impairments to goodwill.

Other Assets, Noncurrent—Other assets consists primarily of leased building security deposits and equity investments accounted

for under the cost method.

Leases—The extent of our lease commitments consists of operating leases for physical office locations with original terms ranging

from one to 11 years and finance leases for vehicles with terms of four years. We have accounted for the portfolio of leases by
disaggregation based on the nature and term of the lease. Generally, the leases require a fixed minimum rent with contractual minimum rent
increases over the term of the lease. Leases with an initial term of twelve months or less are not recorded on the balance sheet, but rather
lease expense is recognized on a straight-line basis over the term of the lease.

56

Index to Notes

When available, the rate implicit in the lease to discount lease payments to present value would be used; however, none of our

significant leases as of December 31, 2020 provide a readily determinable implicit rate. Therefore, we must estimate our incremental
borrowing rate for each portfolio of leases to discount the lease payments based on information available at lease commencement.

We have evaluated the performance of existing leases in relation to our leasing strategy and have determined that most renewal

options would not be reasonably certain to be exercised.

The right-of-use asset and related lease liability are determined based on the lease component of the consideration in each lease

contract. We have evaluated our lease portfolio for appropriate allocation of the consideration in the lease contracts between lease and
nonlease components based on standalone prices and determined the allocation per the contracts to be appropriate.

Mezzanine Equity—We have issued convertible preferred stock that we have determined is a financial instrument with both equity

and debt characteristics and are classified as mezzanine equity in our consolidated financial statements. The instrument was initially
recognized at fair value net of issuance costs. We reassess whether the instrument is currently redeemable or probable to become
redeemable in the future as of each reporting date, in which, if the instrument meets either criteria, we will accrete the carrying value to the
redemption value based on the effective interest method over the remaining term. To assess classification, we review all features of the
instrument, including mandatory redemption features and conversion features that may be substantive. 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 (e.g. 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 consolidated financial statements. We have evaluated our convertible preferred stock and determined that
its nature is that of an equity host and no material embedded derivatives exist that would require bifurcation on our balance sheet. See Note
11 for more information.

Foreign Currency Translation—Our international operations generally use their local currency as their functional currency. Assets

and liabilities are translated at exchange rates in effect at the balance sheet date. Income and expense accounts are translated at the
average monthly exchange rates during the year. Resulting translation adjustments are reported as a component of other comprehensive
income and recorded in accumulated other comprehensive income on our consolidated balance sheets.

Income Taxes—Income taxes are accounted for using an asset and liability approach that requires the recognition of deferred tax
assets and liabilities for the expected future tax consequences of temporary differences between the consolidated balance sheets and tax
bases of assets and liabilities at the applicable enacted tax rates. We establish a valuation allowance for deferred tax assets if it is more likely
than not that these items will expire before we are able to realize their benefits or if future deductibility is uncertain.

    We believe that it is currently more likely than not that our deferred tax assets will not be realized and as such, have recorded a full
valuation allowance for these assets. We evaluate the likelihood of the ability to realize deferred tax assets in future periods on a quarterly
basis, and in the event there is sufficient evidence to indicate a deferred asset will be realized, the associated valuation allowance would be
reversed. The determination to provide a valuation allowance is dependent upon the assessment of whether it is more likely than not that
sufficient taxable income will be generated to utilize the deferred tax assets. Based on the weight of the available evidence, which includes
our historical operating losses, lack of taxable income, and accumulated deficit, we have provided a full valuation allowance against the U.S.
tax assets resulting from the tax losses and credits carried forward.

Convertible Senior Notes—In accounting for the issuance of our convertible senior notes, we separate each of the notes into

liability and equity components. The fair value of the liability component is estimated using a discounted cash flow analysis utilizing a risk-
adjusted yield derived from a combination of (i) use of benchmarks of comparable debt securities; and (ii) modeling that incorporates
synthetic credit rating estimation and volatility estimation. The carrying amount of the equity component is calculated by deducting the fair
value amount of the liability component from the aggregate principal amount of the notes.

57

Index to Notes

Issuance costs attributable to the liability component are being amortized to expense over the respective term of the convertible

senior notes, and issuance costs attributable to the equity components are netted with the respective equity component in additional paid-in
capital.

For conversion or extinguishment prior to the maturity of the notes, we allocate the fair value of the consideration (cash and equity

shares) provided to debt holders for the settlement of the debt between liability and equity components.  A gain or loss on extinguishment is
recognized for the difference between (1) the consideration provided for settlement plus costs allocated to the liability component, and (2) the
net carrying amount of the liability component (including remaining unamortized discount and debt issuance costs).

Unsettled Conversion Requests of Convertible Senior Notes—Our 2023 notes were convertible during the quarter ended
December 31, 2020. We received conversion requests for $1,849 aggregate principal amount of the notes prior to the end of the quarter that
we will settle using a combination of cash and shares of our common stock during the quarter ending March 31, 2021. All references to the
outstanding aggregate principal amount of our 2023 notes as of December 31, 2020 includes the $1,849 principal amount with respect to
which we received conversion requests on or prior to such date.

Revenue Recognition—We generate revenue primarily from commissions and fees charged on each real estate services
transaction closed by our lead agents or partner agents, and from the sale of homes. Our key revenue components are brokerage revenue,
partner revenue, property revenue, and other revenue.

We have utilized the allowable practical expedient in the accounting guidance and elected not to capitalize costs related to obtaining

contracts with customers with durations of less than one year. We do not have significant remaining performance obligations.

Revenue earned but not received is recorded as accrued revenue in accounts receivable on our consolidated balance sheets, net of

an allowance for credit losses. Accrued revenue consisting of commission revenue is known and is clearing escrow, and therefore it is not
estimated.

Nature and Disaggregation of Revenue

Real Estate Services

Brokerage Revenue—Brokerage revenue includes our offer and listing services, where our lead agents represent homebuyers and

home sellers. We recognize commission-based brokerage revenue upon closing of a brokerage transaction, less the amount of any
commission refunds, closing-cost reductions, or promotional offers that may result in a material right. The transaction price is generally
calculated by taking the agreed upon commission rate and applying that to the home's selling price. Brokerage revenue primarily contains a
single performance obligation that is satisfied upon the closing of a transaction, at which point the entire transaction price is earned. We are
not entitled to any commission until the performance obligation is satisfied and are not owed any commission for unsuccessful transactions,
even if services have been provided. In conjunction with providing offering and listing services to our customers, we may offer promotional
pricing or additional discounts on future services. This results in a material right to our customers and represents an additional performance
obligation, for which the transaction price is allocated based on standalone selling prices. Amounts allocated to a promise to provide future
listing or offering services at a significant discount are initially recorded as contract liabilities. Our promotional pricing and additional discounts
have not resulted in a material impact to timing of revenue recognition. The balance of the corresponding contract liabilities are included in
accrued liabilities in our consolidated balance sheet. See Note 9 for more information.

Partner Revenue—Partner revenue consists of fees paid to us from partner agents or under other referral agreements, less the

amount of any payments we make to homebuyers and home sellers. We recognize these fees as revenue on the closing of a transaction.
The transaction price is a fixed percentage of the partner agent's commission. The partner agent or other entity related to our referral
agreements directly remits the referral fee revenue to us. We are neither entitled to referral fee revenue, nor is our performance obligation
satisfied, until the related referred home's sale closes.

58

Index to Notes

Properties

Properties Revenue—Properties revenue consists of revenue earned when we sell homes that we previously bought directly from

homeowners. Properties revenue is recorded at closing on a gross basis, representing the sales price of the home. Our contracts with
customers contain a single performance obligation that is satisfied upon a transaction closing. We do not offer warranties for sold homes, and
there are no continuing performance obligations following the transaction close date.

Other

Other Revenue—Other services revenue includes fees earned from mortgage origination services, title settlement services, Walk
Score data services, and advertising. Substantially all fees and revenue from other services are recognized when the service is provided.
Mortgage origination services are not subject to the guidance in ASC 606, Revenue from Contracts with Customers, as the scope of the
standard does not apply to revenue on contracts accounted for under ASC 860, Transfers and Servicing, but are included in other services
revenue to reconcile total revenue presented on the consolidated statements of operations to the disaggregation of revenue table below.

Intercompany Eliminations

Intercompany Eliminations—Revenue earned from transactions between operating segments are eliminated in consolidating our

financial statements. Intercompany transactions primarily consist of services performed from our real estate services segment for our
properties segment.

Cost of Revenue—Cost of revenue consists primarily of personnel costs (including base pay, benefits, and stock-based

compensation), transaction bonuses, home-touring and field expenses, listing expenses, home costs related to our properties segment, office
and occupancy expenses, and depreciation and amortization related to fixed assets and acquired intangible assets. Home costs related to
our properties segment include home purchase costs, capitalized improvements, selling expenses directly attributable to the transaction, and
home maintenance expenses.

Technology and Development—Technology and development expenses primarily include personnel costs (including base pay,

bonuses, benefits, and stock-based compensation), data licenses, software and equipment, and infrastructure such as for data centers and
hosted services. The expenses also include amortization of capitalized internal-use software and website and mobile application
development costs. We expense research and development costs as incurred and record them in technology and development expenses.

Advertising and Advertising Production Costs—We expense advertising costs as they are incurred and production costs as of

the first date the advertisement takes place. Advertising costs totaled $42,919, $62,536, and $33,457 in 2020, 2019, and 2018 respectively,
and are included in marketing expenses. Advertising production costs totaled $256, $2,029, and $1,644 in 2020, 2019, and 2018,
respectively, and are included in marketing expenses.

Stock-based Compensation—We account for stock-based compensation by measuring and recognizing as compensation expense

the fair value of all share-based payment awards made to employees, including stock options and restricted stock unit awards, and shares
forecasted to be issued pursuant to our ESPP, in each case based on estimated grant date fair values. Stock-based compensation expense
is recognized over the requisite service period on a straight-line basis. The Black-Scholes-Merton option-pricing model is used to determine
the fair value for stock options and shares forecasted to be issued pursuant to our ESPP. For restricted stock unit awards and restricted stock
unit awards with performance conditions, we use the market value of our common stock on the date of grant to determine the fair value of the
award. For restricted stock unit awards with market conditions, the market condition is reflected in the grant-date fair value of the award using
a Monte Carlo simulation.

In valuing stock options and shares forecasted to be issued pursuant to our ESPP, we make assumptions about expected life, stock

price volatility, risk-free interest rates and expected dividends.

59

Index to Notes

Expected Life—The expected term was estimated using the simplified method allowed under guidance from the SEC as
our historical share option exercise experience does not provide a reasonable basis upon which to estimate the expected term.

Volatility—The expected stock price volatility for our common stock was estimated by taking the average historical price volatility for

industry peers based on daily price observations. Industry peers consist of several public companies in the real estate and technology
industries.

Risk-Free Rate—The risk-free interest rate is based on the yields of U.S. Treasury securities with maturities similar to the expected

term of the options for each option group.

Dividend Yield—We have never declared or paid any cash dividends and do not presently plan to pay cash dividends in the

foreseeable future. Consequently, an expected dividend yield of zero was used.

Recently Adopted Accounting Pronouncements—In January 2020, we adopted ASU 2016-13, Financial Instruments—Credit

Losses (Topic 326), using a modified-retrospective approach. The adoption of this guidance requires a cumulative-effect adjustment to
retained earnings as of the beginning of the first reporting period in which the guidance is effective. The pronouncement, along with the
related subsequent pronouncements that include clarifications, modifies the measurement of credit losses on financial instruments. This
guidance requires the use of an expected loss impairment model for instruments measured at amortized cost based on relevant information
about past events, including historical experience, current conditions, and reasonable and supportable forecasts that affect the collectibility of
the reported amount. The adoption of this pronouncement did not have a material impact on our consolidated financial statements. See "—
Accounts Receivable and Allowance for Credit Losses" for specific accounting policies for accounts receivable and available-for-sale debt
securities, and see Note 2 for additional impacts from the adoption.

Recently Issued Accounting Pronouncements—In August 2020, the Financial Accounting Standards Board issued authoritative
guidance under 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): Accounting for Convertible Instruments and Contracts in an Entity's Own Equity.

This guidance removes the liability and equity separation models for convertible instruments with a cash conversion feature or
beneficial conversion feature. As a result, companies will more likely account for a convertible debt instrument wholly as debt, and for
convertible preferred stock wholly as preferred stock (i.e., as a single unit of account). In addition, the guidance simplifies the settlement
assessment that issuers perform to determine whether a contract in their own equity qualifies for equity classification. Finally, the guidance
requires entities to use the if-converted method to calculate earnings per share for all convertible instruments.

ASU 2020-06 is effective for fiscal years beginning after December 15, 2021, and interim periods within those fiscal years. Early

adoption is permitted for fiscal years beginning after December 15, 2020, and interim periods within those fiscal years.

We have elected to early adopt the new standard as of January 1, 2021 using the modified retrospective approach. Under this

approach, prior periods are not restated. Rather, the cumulative effect of initially applying the new standard will be recognized as an
adjustment to retained earnings or accumulated deficit. Upon the adoption of the new standard, we expect to reduce non-cash interest
expense for future periods until the affected notes are settled, and recognize the following adjustments on January 1, 2021:

Ending Balance as of December
31, 2020

ASU 2020-06 Adjustments

Beginning Balance as of January
1, 2021

Convertible senior notes, net
Convertible senior notes, net, noncurrent
Additional paid-in capital
Accumulated deficit

$

2,723  $

159,755
(170,240)
7,762

25,205 
648,023
690,316
(262,551)

22,482  $
488,268
860,556
(270,313)

60

Index to Notes

The $7,762 adjustment to accumulated deficit represents a reduction to non-cash interest expense related to the accretion of the

debt discount under the historical separation model.

Note 2: Segment Reporting and Revenue

In operation of the business, our management, including our chief operating decision maker, who is also our chief executive officer,

evaluates the performance of our operating segments based on revenue and gross profit. We do not analyze discrete segment balance sheet
information related to long-term assets, substantially all of which are located in the United States. All other financial information is presented
on a consolidated basis. We have five operating segments and two reportable segments, real estate services and properties.

We generate revenue primarily from commissions and fees charged on each real estate services transaction closed by our lead
agents or partner agents, and from the sale of homes. Our key revenue components are brokerage revenue, partner revenue, properties
revenue, and other revenue.

Information on each of the reportable and other segments and reconciliation to consolidated net loss is as follows:

Real estate services

Brokerage revenue
Partner revenue

Total real estate services revenue

Cost of revenue

Gross profit

Properties

Revenue
Cost of revenue

Gross profit

Other

Revenue
Cost of revenue

Gross profit

Intercompany eliminations

Revenue
Cost of revenue

Gross profit

Consolidated
Revenue
Cost of revenue
Gross profit

Operating expenses
Interest income
Interest expense
Other income (loss), net

   Net loss

Note 3: Financial Instruments

Derivatives

2020

Year Ended December 31,
2019

2018

$

$

$

$

$

$

$

607,513  $

43,695 
651,208 
417,140 
234,068  $

209,686 
214,382 

496,480  $

27,060 
523,540 
373,150 
150,390  $

240,507 
245,189 

(4,696) $

(4,682) $

28,212 
25,474 

2,738  $

(3,013)
(3,013)

—  $

886,093 
653,983 
232,110  $
231,318 
2,074 
(19,495)
(1,898)

(18,527) $

17,634 
19,239 
(1,605) $

(1,885)
(1,885)

—  $

779,796 
635,693 
144,103  $
223,349 
7,146 
(8,928)
223 
(80,805) $

406,293 
25,875 
432,168 
309,069 
123,099 

44,993 
46,613 
(1,620)

9,882 
11,937 
(2,055)

(123)
(123)
— 

486,920 
367,496 
119,424 
163,358 
5,416 
(3,681)
221 
(41,978)

Our primary market exposure is to interest rate risk, specifically U.S. treasury and mortgage interest rates, due to their impact on

mortgage-related assets and commitments. We use forward sales

61

Index to Notes

commitments on whole loans and mortgage-backed securities to manage and reduce this risk. We do not have any derivative instruments
designated as hedging instruments.

Forward Sales Commitments—We are exposed to interest rate and price risk on loans held for sale from the funding date until the
date the loan is sold. Forward sales commitments on whole loans and mortgage-backed securities are used to fix the forward sales price that
will be realized at the sale of each loan.

Interest Rate Lock Commitments—IRLCs represent an agreement to extend credit to a mortgage loan applicant. We commit

(subject to loan approval) to fund the loan at the specified rate, regardless of changes in market interest rates between the commitment date
and the funding date. Outstanding IRLCs are subject to interest rate risk and related price risk during the period from the date of commitment
through the loan funding date or expiration date. Loan commitments generally range between 30 and 90 days and the borrower is not
obligated to obtain the loan. Therefore, IRLCs are subject to fallout risk, which occurs when approved borrowers choose not to close on the
underlying loans. We review our commitment-to-closing ratio ("pull-through rate") as part of an estimate of the number of mortgage loans that
will fund according to the IRLCs.

Forward sales commitments
IRLCs

Notional Amounts

December 31,

2020

2019

$

130,109  $
88,923 

39,447 
37,453 

The locations and amounts of gains (losses) recognized in income related to our derivatives are as follows:

Instrument

Forward sales commitments
IRLCs

Classification
Service revenue
Service revenue

$

2020

Year Ended December 31,
2019

2018

(184) $
1,342 

96  $

176 

(141)
254 

62

Index to Notes

Fair Value of Financial Instruments

A summary of assets and liabilities related to our financial instruments, measured at fair value on a recurring basis and as reflected

in our consolidated balance sheets, is set forth below:

Assets
Cash equivalents

Money market funds
U.S. treasury securities

Total cash equivalents
Short-term investments

U.S. treasury securities

Loans held for sale
Prepaid expenses and other current assets

Forward sales commitments
IRLCs

Total prepaid expenses and other current assets
Long-term investments
Agency bonds

Total assets
Liabilities
Accrued liabilities

Forward sales commitments
IRLCs

Total liabilities

Balance at December
31, 2020

Quoted Prices in
Active Markets for
Identical Assets
(Level 1)

Significant 
Other Observable
Inputs 
(Level 2)

Significant 
Unobservable Inputs 
(Level 3)

$

$

$

$

886,261  $
6,100 
892,361 

131,561 
42,539 

34 
1,781 
1,815 

886,261  $
6,100 
892,361 

131,561 
— 

— 
— 
— 

—  $
— 
— 

— 
42,539 

34 
— 
34 

11,922 
1,080,198  $

11,922 
1,035,844  $

— 
42,573  $

507  $
10 
517  $

—  $
— 
—  $

507  $
— 
507  $

— 
— 
— 

— 
— 

— 
1,781 
1,781 

— 
1,781 

— 
10 
10 

63

Index to Notes

Assets
Cash equivalents
        Money market funds
Short-term investments

   U.S. treasury securities

Loans held for sale
Prepaid expenses and other current assets

Forward sales commitments
IRLCs

Total prepaid expenses and other current assets
Long-term investments

   U.S. treasury securities

Total assets
Liabilities
Accrued liabilities

Forward sales commitments
IRLCs

Total liabilities

Balance at December
31, 2019

Quoted Prices in
Active Markets for
Identical Assets
(Level 1)

Significant 
Other Observable
Inputs 
(Level 2)

Significant 
Unobservable Inputs 
(Level 3)

$

221,442  $

221,442  $

—  $

70,029 
21,985 

4 
496 
500 

70,029 
— 

— 
— 
— 

— 
21,985 

4 
— 
4 

30,978 
344,934  $

30,978 
322,449  $

— 
21,989  $

57  $
58 
115  $

—  $
— 
—  $

57  $
— 
57  $

$

$

$

— 

— 
— 

— 
496 
496 

— 
496 

— 
58 
58 

There were no transfers into or out of Level 3 financial instruments during the years ended December 31, 2020 and 2019.

The significant unobservable input used in the fair value measurement of IRLCs is the pull-through rate. Significant changes in the

input could result in a significant change in fair value measurement.

The following is a quantitative summary of key unobservable inputs used in the valuation of IRLCs:

Key Inputs

Weighted-average pull-through rate

Valuation Technique
Market pricing

December 31, 2020
72.3%

December 31, 2019
78.2%

The following is a summary of changes in the fair value of IRLCs for the period ended December 31, 2020:

Balance, net—January 1, 2020
Issuances of IRLCs
Settlements of IRLCs
Net gain recognized in earnings
Balance, net—December 31, 2020

$

$

438 
18,090 
(16,986)
229 
1,771 

The following table presents the carrying amounts and estimated fair values of our 2023 notes and our 2025 notes that are not

recorded at fair value on our consolidated balance sheets:

Issuance

2023 notes
2025 notes

December 31, 2020

December 31, 2019

Net Carrying Amount
$22,482
$488,268

Estimated Fair Value
$59,894
$802,083

Net Carrying Amount
$119,716
$—

Estimated Fair Value
$142,672
$—

64

Index to Notes

The difference between the principal amount and unsettled conversions of our 2023 notes and our 2025 notes, which were $25,626

and $661,250, respectively, and the net carrying amounts of the notes represents the unamortized debt discount and debt issuance costs
(see Note 15 for additional details). The estimated fair value of each tranche of convertible senior notes is based on the closing trading price
of the notes on the last day of trading for the period, and is classified as Level 2 within the fair value hierarchy, due to the limited trading
activity of the notes. As of December 31, 2020, the difference between the net carrying amount of the notes and their estimated fair values
represented the equity conversion value premium the market assigned to the notes. Based on the closing price of our common stock of
$68.63 on December 31, 2020, the if-converted value of the 2023 notes exceeded the principal amount of $25,626, while the if-converted
value of the 2025 notes was less than the principal amount of $661,250. Refer to Note 15 for additional details on the convertible senior
notes.

See Note 11 for the carrying amount of our convertible preferred stock.

Assets and liabilities recognized or disclosed at fair value on a nonrecurring basis include items such as property and equipment,

goodwill and other intangible assets, cost method investments, and other assets. These assets are measured at fair value if determined to be
impaired. During the year ended December 31, 2020 we determined that the fair value of one of our cost method investments in a privately-
held company was less than the carrying value of $2,000 based on a variety of impairment indicators, including the historical performance
and future prospects of the company; therefore, we recognized a non-cash impairment charge of $1,919 related to this investment during the
year ended December 31, 2020. The impairment charge is included in Impairment costs within our consolidated statement of cash flows and
is included in Other income (expense), net within our consolidated statements of comprehensive loss. We did not record any other significant
nonrecurring fair value measurements after initial recognition for the years ended December 31, 2020, 2019 or 2018.

The cost or amortized cost, gross unrealized gains and losses, and estimated fair market value of our cash, money market funds,

restricted cash, and available-for-sale investments were as follows:

Cash
Money markets funds
Restricted cash
U.S. treasury securities
Agency bonds

Total

$

Cost or
Amortized Cost
$

32,915  $

886,261 
20,544 
137,502 
11,900 
1,089,122  $

Unrealized Gains

Unrealized
Losses

Estimated Fair
Value

Cash, Cash
Equivalents,
Restricted Cash

Short-term
Investments

Long-term
Investments

December 31, 2020

—  $
— 
— 
159 
22 
181  $

—  $
— 
— 
— 
— 
—  $

32,915  $

886,261 
20,544 
137,661 
11,922 
1,089,303  $

32,915  $

886,261 
20,544 
6,100 
— 

945,820  $

—  $
— 
— 
131,561 
— 

131,561  $

— 
— 
— 
— 
11,922 
11,922 

Cost or Amortized
Cost

Unrealized
Gains

Unrealized
Losses

Estimated Fair
Value

Cash, Cash
Equivalents,
Restricted Cash

Short-term
Investments

Long-term
Investments

Cash
Money markets funds
Restricted cash
U.S. treasury securities

Total

$

$

13,237  $

221,442 
12,769 
100,998 
348,446  $

—  $
— 
— 
31 
31  $

—  $
— 
— 
(22)
(22) $

13,237  $

221,442 
12,769 
101,007 
348,455  $

13,237  $

221,442 
12,769 
— 

247,448  $

—  $
— 
— 
70,029 
70,029  $

— 
— 
— 
30,978 
30,978 

December 31, 2019

As of December 31, 2020 and 2019, the aggregate fair value of available-for-sale debt securities in an unrealized loss position

totaled $0 and $46,550, with aggregate unrealized losses of $0 and $22, respectively. We have evaluated our portfolio of available-for-sale
debt securities based on credit quality indicators for expected credit losses and do not believe there are any expected credit losses. Our
portfolio consists of U.S. government securities, all with a high quality credit rating issued by various credit agencies.

65

Index to Notes

As of December 31, 2020 and 2019, we had accrued interest of $108 and $183, respectively, on our available-for-sale investments,

of which we have recorded no expected credit losses. Accrued interest receivable is presented within other current assets in our consolidated
balance sheets.

Note 4: Inventory

The components of inventory were as follows:

Properties for sale

Properties not available for sale

Properties under improvement

Inventory

December 31,

2020

2019

17,153  $

7,225 

24,780 
49,158  $

36,982 
3,163 

34,445 
74,590 

$

$

Inventory costs include direct home purchase costs and any capitalized improvements, net of lower of cost or net realizable value
write-downs applied on a specific home basis. As of December 31, 2020 and 2019, lower of cost or net realizable value write-downs were
$29 and $143, respectively. During the years ended December 31, 2020 and 2019, we directly purchased $158,269 and $264,290 of homes
and sold $182,906 and $214,118 in cost basis of homes, respectively.

Note 5: Property and Equipment

The components of property and equipment were as follows:

Leasehold improvements
Website and software development costs
Computer and office equipment
Software
Furniture
Property and equipment, gross
Accumulated depreciation and amortization
Construction in progress

Property and equipment, net

Useful Lives (years)
Shorter of lease term or
economic life
2-3
3
3
7

December 31,

2020

2019

$

$

29,558  $
33,278 
7,765 
1,858 
7,450 
79,909 
(41,614)
5,693 

43,988  $

28,141 
27,602 
4,846 
595 
6,965 
68,149 
(29,047)
475 
39,577 

Depreciation and amortization expense for property and equipment amounted to $14,076, $8,742, and $7,977 for the years ended

December 31, 2020, 2019, and 2018, respectively. We capitalized software development costs, including stock-based compensation, of
$11,414, $8,396, and $5,796 during the years ended December 31, 2020, 2019, and 2018, respectively.

66

Index to Notes

Note 6: Leases

The components of lease expense were as follows:

Lease Cost

Operating lease cost:

Operating lease cost

(1)

Operating lease cost

(1)

Total operating lease cost

Finance lease cost:

Amortization of right-of-use assets

Interest on lease liabilities

Total finance lease cost

Classification

Cost of revenue

Operating expenses

Cost of revenue

Cost of revenue

Year Ended December 31,

2020

2019

$

$

$

$

8,571  $
4,370 

12,941  $

130  $

20 

150  $

7,970 
3,648 

11,618 

20 

3 

23 

(1) Includes lease expense with initial terms of twelve months or less of $998 and $2,180 for the years ended December 31, 2020 and 2019.

Maturity of Lease Liabilities

Operating

Financing

Lease Liabilities

Other Leases

Operating

Total Lease Obligations

2021

2022

2023

2024

2025

Thereafter

Total lease payments

Less: Interest

(1)

Present value of lease liabilities

$

$

$

14,194  $

206  $

1,141  $

13,582 

12,572 

10,761 

7,364 

9,536 

68,009  $

7,333 

60,676  $

206 

192 

93 

— 

— 

697  $

61 

636 

878 

871 

1,279 

559 

1,421 

6,149  $

(1) Includes interest on operating leases of $2,397 and financing leases of $30 due within the next twelve months.

Lease Term and Discount Rate

Weighted average remaining operating lease term (years)

Weighted average remaining finance lease term (years)

Weighted average discount rate for operating leases

Weighted average discount rate for finance leases

Supplemental Cash Flow Information

Cash paid for amounts included in the measurement of lease liabilities

  Operating cash outflows from operating leases

Operating cash outflows from finance leases

Financing cash outflows from finance leases

Right-of-use assets obtained in exchange for lease liabilities

(1)

  Operating leases

  Finance leases

December 31,

2020

2019

5.2

3.5

4.4 %

5.4 %

Year Ended December 31,

2020

2019

$

$

14,207  $

20 

102 

1,186  $

669 

(1) We adopted ASU 2016-02, Leases on January 1, 2019. Adoption of the standard resulted in recording of right-of-use assets of $33,953 on January 1, 2019.

67

15,541 

14,666 

13,635 

12,133 

7,923 

10,957 

74,855 

6.1

3.8

4.4 %

5.4 %

9,868 

3 

14 

58,669 

274 

Index to Notes

Note 7: Commitments and Contingencies

Legal Proceedings—Below is a discussion of our material, pending legal proceedings. Given the preliminary stage of these cases
and the claims and issues presented, we cannot estimate a range of reasonably possible losses. In addition to the matters discussed below,
from time to time, we are involved in litigation, claims, and other proceedings arising in the ordinary course of our business. Except for the
matters discussed below, we do not believe that any of the pending litigation, claims, and other proceedings are material to our business.

Lawsuit by David Eraker

On May 11, 2020, David Eraker, our co-founder and former chief executive officer who departed Redfin in 2006, filed a complaint

through Appliance Computing III, Inc. (d/b/a Surefield) ("Surefield"), which is a company that Mr. Eraker founded and that we believe he
controls, in the U.S. District Court for the Western District of Texas, Waco Division. The complaint alleges that we are infringing patents
claimed to be owned by Surefield without its authorization or license. Surefield is seeking an unspecified amount of damages and an
injunction against us offering products and services that allegedly infringe the patents at issue. On July 15, 2020, we filed a counterclaim
against Surefield to allege that (i) we are not infringing on the patents that Surefeld has alleged that we are infringing and (ii) the patents
claimed by Surefield are invalid. This counterclaim asks the court to declare judgment in our favor.

Lawsuit Alleging Violations of the Fair Housing Act

On October 28, 2020, a group of ten organizations filed a complaint against us in the U.S. District Court for the Western District of

Washington. The organizations are the National Fair Housing Alliance, the Fair Housing Center of Metropolitan Detroit, the Fair Housing
Justice Center, the Fair Housing Rights Center in Southeastern Pennsylvania, the HOPE Fair Housing Center, the Lexington Fair Housing
Council, the Long Island Housing Services, the Metropolitan Milwaukee Fair Housing Council, Open Communities, and the South Suburban
Housing Center. The complaint alleges that certain of our business policies and practices violate certain provisions of the Fair Housing Act
(the “FHA”). The plaintiffs allege that these policies and practices (i) have the effect of our services being unavailable in predominantly non-
white communities on a more frequent basis than predominantly white communities and (ii) are unnecessary to achieve a valid interest or
legitimate objective. The complaint focuses on the following policies and practices, as alleged by the plaintiffs: (i) a home's price must exceed
a certain dollar amount before we offer service through one of our lead agents or partner agents and (ii) our services and pricing structures
are available only for homes serviced by one of our lead agents and those same services and pricing structures may not be offered by one of
our partner agents. The plaintiffs seek (i) a declaration that our alleged policies and practices violate the FHA, (ii) an order enjoining us from
further alleged violations, (iii) an unspecified amount of monetary damages, and (iv) payment of plaintiffs’ attorneys' fees and costs.

Lawsuits Alleging Misclassification

On August 28, 2019, Devin Cook, who is one of our former independent contractor licensed sales associates, whom we call

associate agents, filed a complaint against us in the Superior Court of California, County of San Francisco. The plaintiff initially pled the
complaint as a class action and alleged that we misclassified her as an independent contractor instead of an employee. The plaintiff also
sought representative claims under California’s Private Attorney General Act ("PAGA"). On December 6, 2019, we filed a motion to compel
arbitration and asserted that the plaintiff had agreed to arbitrate her claims and had waived all class claims. Following that filing, we and the
plaintiff stipulated to allow the plaintiff to amend her complaint to dismiss the class action claim and assert only claims under PAGA. On
January 14, 2020, pursuant to the parties’ stipulation, the court granted the plaintiff leave to file a first amended complaint, and she filed her
first amended complaint on January 30, 2020. Following this stipulation, only the plaintiff's claims under PAGA will proceed. The plaintiff
continues to seek unspecified penalties for alleged violations of PAGA.

68

Index to Notes

On November 20, 2020, Jason Bell, who is one of our former lead agents as well as a former associate agent, filed a complaint

against us in the U.S. District Court for the Southern District of California. The complaint is pled as a class action and alleges that, during the
time he served as an associate agent, we misclassified him as an independent contractor instead of an employee. The plaintiff is also
seeking representative claims under PAGA. The plaintiff is seeking unspecified amounts of unpaid overtime wages, regular wages, meal and
rest period compensation, penalties, injunctive, and other equitable relief, and plaintiff's attorneys' fees and costs. On December 2, 2020, we
filed a motion to compel arbitration and asserted that the plaintiff had agreed to arbitrate his claims and had waived all class claims.

Other Commitments—Other commitments relate to homes that are under contract to purchase through our properties business but

that have not closed, and network infrastructure for our data operations.

Future payments due under these agreements as of December 31, 2020 are as follows:

2021
2022
2023
2024
2025 and thereafter

Total future minimum payments

Note 8: Acquired Intangible Assets

    The components of intangible assets were as follows:

Other Commitments
63,586 
$
7,430 
745 
— 
— 
71,761 

$

Trade names
Developed technology
Customer relationship

December 31, 2020

December 31, 2019

Useful
Live
(years)
10
10
10

Gross

Accumulated
Amortization

Net

Gross

Accumulated
Amortization

Net

$

$

1,040  $
2,980 
860 
4,880  $

(650) $

(1,862)
(538)
(3,050) $

390  $

1,118 
322 
1,830  $

1,040  $
2,980 
860 
4,880  $

(546) $

(1,564)
(452)
(2,562) $

494 
1,416 
408 
2,318 

Amortization expense totaled $488 for each year ended December 31, 2020 and 2019. We will recognize the remaining amortization

expense of $1,830 over a four-year period, with the first three years recognizing expense of $488 per year, and the fourth year recognizing
expense of $366.

Note 9: Accrued Liabilities

The components of accrued liabilities were as follows:

Accrued compensation and benefits

Miscellaneous accrued liabilities

Payroll tax liability deferred by the CARES Act
Customer contract liabilities

Total accrued liabilities

69

December 31,

2020

2019

$

$

49,238  $

9,722 
6,812 
3,688 

69,460  $

30,462 

7,021 

— 
539 
38,022 

Index to Notes

Note 10: Other Payables

Other payables consists primarily of customer deposits for cash held in escrow on behalf of real estate buyers using our title and

settlement services. Since we do not have rights to the cash, the customer deposits are recorded as a liability with a corresponding asset in
the same amount recorded within restricted cash.

The components of other payables were as follows:

Customer deposits

Miscellaneous payables

Total other payables

Note 11: Mezzanine Equity

December 31,

2020

2019

$

$

11,183  $

2,001 

13,184  $

7,109 

775 
7,884 

On April 1, 2020, we issued 4,484,305 shares of our common stock, at a price of $15.61 per share, and 40,000 shares of our

preferred stock, at a price of $1,000 per share, for aggregate gross proceeds of $110,000. We designated this preferred stock as Series A
Convertible Preferred Stock (our "convertible preferred stock"). Our convertible preferred stock is classified as mezzanine equity in our
consolidated financial statements as the substantive conversion features at the option of the holder precludes liability classification. We have
determined there are no material embedded features that require recognition as a derivative asset or liability.

We allocated the gross proceeds of $110,000 to the common stock issuance and the convertible preferred stock issuance based on

the standalone fair value of the issuances, resulting in a fair valuation of $40,000 for the preferred stock, which is also the value of the
mandatory redemption amount.

As of December 31, 2020, the carrying value of our convertible preferred stock, net of issuance costs, is $39,823, and holders have
earned unpaid stock dividends in the amount of 30,640 shares of common stock. This stock dividend was issued on January 4, 2021. These
shares are included in basic and diluted net loss per share attributable to common stock, as described in Note 13. As of December 31, 2020,
no shares of the preferred stock have been converted, and the preferred stock was not redeemable, nor probable to become redeemable in
the future as there is a more than remote chance the shares will be automatically converted prior to the mandatory redemption date. The
number of shares of common stock reserved for future issuance resulting from dividends, conversion, or redemption with respect to the
preferred stock was 2,622,177 as of the issuance date.

Dividends—The holders of our convertible preferred stock are entitled to dividends. Dividends accrue daily based on a 360 day

fiscal year at a rate of 5.5% per annum based on the issue price and are payable quarterly in arrears on the first business day following the
end of each calendar quarter. Assuming we satisfy certain conditions, we will pay dividends in shares of common stock at a rate of the
dividend payable divided by $17.95. If we do not satisfy such conditions, we will pay dividends in a cash amount equal to (i) the dividend
shares otherwise issuable on the dividends multiplied by (ii) the volume-weighted average closing price of our common stock for the ten
trading days preceding the date the dividends are payable.

Participation Rights—Holders of our convertible preferred stock are entitled to dividends paid and distributions made to holders of

our common stock to the same extent as if such preferred stockholders had converted their shares of preferred stock into common stock and
held such shares on the record date for such dividends and distributions.

Conversion—Holders may convert their convertible preferred stock into common stock at any time at a rate per share of preferred

stock equal to the issue price divided by $19.51 (the "conversion price"). A holder that converts will also receive any dividend shares resulting
from accrued dividends.

70

Index to Notes

Our convertible preferred stock may also be automatically converted to shares of our common stock. If the closing price of our
common stock exceeds $27.32 per share (i) for each day of the 30 consecutive trading days immediately preceding April 1, 2023 or (ii)
following April 1, 2023 until 30 trading days prior to November 30, 2024, for each day of any 30 consecutive trading days, then each
outstanding share of preferred stock will automatically convert into a number of shares of our common stock at a rate per share of preferred
stock equal to the issue price divided by the conversion price. Upon an automatic conversion, a holder will also receive any dividend shares
resulting from accrued dividends.

Redemption—On November 30, 2024, we will be required to redeem any outstanding shares of our convertible preferred stock, and

each holder may elect to receive cash, shares of common stock, or a combination of cash and shares. If a holder elects to receive cash, we
will pay, for each share of preferred stock, an amount equal to the issue price plus any accrued dividends. If a holder elects to receive
shares, we will issue, for each share of preferred stock, a number of shares of common stock at a rate of the issue price divided by the
conversion price plus any dividend shares resulting from accrued dividends.

A holder of our convertible preferred stock has the right to require us to redeem up to all shares of preferred stock it holds following

certain events outlined in the document governing the preferred stock. If a holder redeems as the result of such events, such holder may
elect to receive cash or shares of common stock, as calculated in the same manner as the mandatory redemption described above.
Additionally, such holder will also receive, in cash or shares of common stock as elected by the holder, an amount equal to all scheduled
dividend payments on the preferred stock for all remaining dividend periods from the date the holder gives its notice of redemption.

Liquidation Rights—Upon our liquidation, dissolution, or winding up, holders of our convertible preferred stock will be entitled to

receive cash out of our assets prior to holders of the common stock.

Note 12: Equity and Equity Compensation Plans

Common Stock—As of December 31, 2020 and 2019, our amended and restated certificate of incorporation authorized us to issue

500,000,000 shares of common stock with a par value of $0.001 per share.

Preferred Stock—As of December 31, 2020 and 2019, our amended and restated certificate of incorporation authorized us to issue

10,000,000 shares of preferred stock with a par value of $0.001.

Amended and Restated 2004 Equity Incentive Plan—We granted stock options under our 2004 Equity Incentive Plan, as
amended ("2004 Plan"), until July 26, 2017, when we terminated it in connection with our IPO. Accordingly, no shares are available for future
issuance under our 2004 Plan. Our 2004 Plan continues to govern outstanding equity awards granted thereunder. The term of each stock
option under the plan is no more than 10 years, and each stock option generally vests over a four-year period.

2017 Equity Incentive Plan—Our 2017 Equity Incentive Plan ("2017 EIP") became effective on July 26, 2017 and provides for

issuance of incentive and nonqualified common stock options and restricted stock units to employees, directors, officers, and consultants.
The number of shares of common stock initially reserved for issuance under our 2017 EIP was 7,898,159. The number of shares reserved for
issuance under our 2017 EIP will increase automatically on January 1 of each calendar year beginning on January 1, 2018, and continuing
through January 1, 2028, by the number of shares equal to the lesser of 5% of the total outstanding shares of our common stock as of the
immediately preceding December 31 or an amount determined by our board of directors. The term of each stock option and restricted stock
unit under the plan will not exceed 10 years, and each award generally vests between two and four years.

71

Index to Notes

We have reserved shares of common stock for future issuance under our 2017 EIP as follows:

Stock options issued and outstanding
Restricted stock units outstanding
Shares available for future equity grants

Total shares reserved for future issuance

December 31,

2020

2019

5,733,738 
4,459,743 
11,309,377 
21,502,858 

7,792,181 
5,023,412 
7,100,499 
19,916,092 

2017 Employee Stock Purchase Plan—Our 2017 Employee Stock Purchase Plan ("ESPP") was approved by the board of directors

on July 27, 2017, and enables eligible employees to purchase shares of our common stock at a discount. Purchases will be accomplished
through participation in discrete offering periods. We initially reserved 1,600,000 shares of common stock for issuance under our ESPP. The
number of shares reserved for issuance under our ESPP will increase automatically on January 1 of each calendar year beginning after the
first offering date and continuing through January 1, 2028, by the number of shares equal to the lesser of 1% of the total outstanding shares
of our common stock as of the immediately preceding December 31 or an amount determined by our board of directors. On each purchase
date, eligible employees will purchase our common stock at a price per share equal to 85% of the lesser of (i) the fair market value of our
common stock on the first trading day of the offering period, and (ii) the fair market value of our common stock on the purchase date.

We have reserved shares of common stock for future issuance under our ESPP as follows:

Shares available for issuance at beginning of period
Shares issued during the period

     Total shares available for issuance at end of period

December 31,

2020

2019

3,330,271 
(320,609)
3,009,662 

2,890,973 
(490,717)
2,400,256

The weighted-average grant date fair value and the assumptions used in calculating fair values of shares forecasted to be issued

pursuant to our ESPP are as follows:

Expected life
Volatility
Risk-free interest rate
Dividend yield
Weighted-average grant date fair value

For the Offering Period beginning
July 1, 2020
0.5 years
101.06%
0.17%
—%
$17.48

For the Offering Period beginning
January 1, 2020
0.5 years
43.65%
1.57%
—%
$5.77

Stock Options—Option activity for the year ended December 31, 2020 was as follows:

Outstanding at January 1, 2020

Options exercised
Options forfeited
Options canceled

Outstanding at December 31, 2020

Options exercisable at December 31, 2020

Number Of Options

Weighted- Average
Exercise Price

7,792,181  $
(2,011,938)
(36,206)
(10,299)
5,733,738  $
5,520,083  $

7.00 
6.31 
9.13 
8.98 

7.23 

6.63 

Weighted Average
Remaining
Contractual Life
(years)

Aggregate Intrinsic
Value

5.28

$

111,122 

4.39

4.26

$

$

352,076 

342,225 

72

Index to Notes

The fair value of stock option awards was estimated at the grant date with the following weighted average assumptions:

Expected life
Volatility
Risk-free interest rate
Dividend yield
Weighted-average grant date fair value

2020
0
—%
—%
—%
$—

December 31,
2019
6.5 years
33.76%
2.12%
—%
$3.22

2018
0
—%
—%
—%
$—

The grant date fair value of stock options is recorded as stock-based compensation over the vesting period. As of December 31,

2020, there was $816 of total unrecognized stock-based compensation related to stock options. These costs are expected to be recognized
over a weighted-average period of 0.80 years.

The fair value of stock options vested and the intrinsic value of stock options exercised are as follows:

Fair value of options vested
Intrinsic value of options exercised

2020

$

Year Ended December 31,
2019

2,228 
55,822 

$

4,747 
20,811 

$

2018

7,089 
49,276 

On June 1, 2019, we granted stock options subject to performance conditions ("PSOs"), with a target of 150,000 shares and a
maximum of 300,000 shares, to our chief executive officer. The options have an exercise price of $27.50 per share and have the same
performance and vesting conditions as the restricted stock units subject to performance conditions that we granted in 2019. We determined
that vesting is probable and have accrued compensation expense for the PSOs. None of the PSOs vested in the period ended December 31,
2020.

Restricted Stock Units—Restricted stock unit activity for the year ended December 31, 2020 was as follows:

Outstanding at January 1, 2020

Granted
Vested
Forfeited or canceled

Outstanding or deferred at December 31, 2020

(1)

Restricted Stock
Units

Weighted Average
Grant-Date Fair
Value

5,023,412  $
1,658,632 
(1,490,506)
(731,795)
4,459,743  $

18.69 
43.01 
19.12 
19.56 

27.44 

(1) Starting with the restricted stock units granted to them in June 2019, our non-employee directors have the option to defer the issuance of common stock receivable upon vesting of such restricted
stock units until 60 days following the day they are no longer providing services to us or, if earlier, upon a change in control transaction. The amount reported as vested excludes restricted stock units
that have vested but whose settlement into shares have been deferred. The amount reported as outstanding or deferred as of December 31, 2020 includes these restricted stock units. As no further
conditions exist to prevent the issuance of the shares of common stock underlying these restricted stock units, the shares are included in basic and diluted weighted shares outstanding used to calculate
net loss per share attributable to common stock. The amount of shares whose issuance have been deferred is not considered material and is not reported separately from stock-based compensation in
our consolidated statements of changes in mezzanine equity and stockholders’ equity

The grant date fair value of restricted stock units is recorded as stock-based compensation over the vesting period. As of

December 31, 2020, there was $113,101 of total unrecognized stock-based compensation related to restricted stock units, which is expected
to be recognized over a weighted-average period of 2.55 years.

73

    
Index to Notes

As of December 31, 2020, there were 400,873 restricted stock units subject to performance and market conditions ("PSUs")

outstanding at 100% of the target level. Depending on our achievement of the performance and market conditions, the actual number of
shares of common stock issuable upon vesting of PSUs will range from 0% to 200% of the target amount. For each PSU recipient, the
awards will vest only if the recipient is continuing to provide service to us upon our board of directors, or its compensation committee,
certifying that we have achieved the PSU's related performance or market conditions. Stock-based compensation expense for PSUs with
performance conditions will be recognized when it is probable that the performance conditions will be achieved. For PSUs with market
conditions, the market condition is reflected in the grant-date fair value of the award and the expense is recognized over the life of the award.
Stock-compensation expense associated with the PSUs is as follows:

Expense associated with the current period
Expense due to reassessment of achievement related to prior periods

Total expense

2020

Year Ended December 31,
2019

2018

$

$

2,664  $
190 
2,854  $

894  $
(610)
284  $

610 
— 
610 

Compensation Cost—The following table details, for each period indicated, (i) our stock-based compensation net of forfeitures, and

the amount capitalized in internally developed software and (ii) includes changes to the probability of achieving outstanding performance-
based equity awards, each as included in our consolidated statements of comprehensive loss:

Cost of revenue
Technology and development
Marketing
General and administrative

(1)

Total stock-based compensation

2020

Year Ended December 31,
2019

2018

8,844  $

6,087  $

16,564 
1,569 
9,996 

12,362 
1,418 
7,947 

36,973  $

27,814  $

5,567 
7,576 
662 
6,633 
20,438 

$

$

(1) Net of $2,348, $1,280 and $522 of stock-based compensation expense capitalized for internally developed software for the years ended December 31, 2020, 2019 and 2018, respectively.

Note 13: Net Loss per Share Attributable to Common Stock

Net loss per share attributable to common stock is computed by dividing the net loss attributable to common stock by the weighted-

average number of common shares outstanding. We have outstanding stock options, restricted stock units, options to purchase shares under
our ESPP, convertible preferred stock, and convertible senior notes, which are considered in the calculation of diluted net income per share
whenever doing so would be dilutive.

We calculate basic and diluted net loss per share attributable to common stock in conformity with the two-class method required for

companies with participating securities. We consider our convertible preferred stock to be a participating security. Under the two-class
method, net loss attributable to common stock is not allocated to the preferred stock as its holders do not have a contractual obligation to
share in losses, as discussed in Note 11.

74

Index to Notes

The calculation of basic and diluted net loss per share attributable to common stock was as follows:

Numerator:
Net loss
Dividends on convertible preferred stock

Net loss attributable to common stock—basic and diluted

Denominator:

Weighted average shares—basic and diluted

(1)

Net loss per share attributable to common stock—basic and diluted

2020

Year Ended December 31,
2019

2018

(18,527) $

(4,454)

(22,981) $

(80,805)
— 
(80,805)

$

$

(41,978)
— 
(41,978)

98,574,529 

91,583,533 

85,669,039 

(0.23) $

(0.88)

$

(0.49)

$

$

$

(1) Basic and diluted weighted average shares outstanding include (i) common stock earned but not yet issued related to share-based dividends on our convertible preferred stock, and (ii) restricted
stock units whose settlement into common stock were deferred at the option of certain non-employee directors.

The following outstanding shares of common stock equivalents were excluded from the computation of the diluted net loss per share

attributable to common stock for the periods presented because their effect would have been anti-dilutive.

(1)

2023 notes as if converted
2025 notes as if converted
Convertible preferred stock as if converted
Stock options outstanding
Restricted stock units outstanding

(2)

Total

2020

Year Ended December 31,
2019

838,821 
9,119,960 
2,040,000 
5,733,738 
4,443,315 
22,175,834 

— 
— 
— 
7,792,181 
5,023,412 
12,815,593 

2018

— 
— 
— 
9,435,349 
3,264,702 
12,700,051 

(1) Includes $1,849 principal amount of 2023 notes with respect to which we received conversion requests by December 31, 2020. See Note 1.

(2) Excludes 16,428 restricted stock units whose settlement into common stock were deferred at the option of certain non-employee directors as of December 31, 2020.

We intend to settle any conversion of our 2023 and 2025 notes in cash, shares, or a combination thereof. The dilutive impact of the

notes on our net loss per share is considered using the if-converted method for the year ended December 31, 2020. For periods ending prior
to December 31, 2020, we considered the impact of the notes on our diluted net income (loss) per share based on applying the treasury
stock method as we had the ability, and intent, to settle any conversions of the notes solely in cash at that time. The treasury stock method
requires that the dilutive effect of common stock issuable upon conversion of the notes be computed in the periods in which we report net
income. For the year ended December 31, 2019 there was no dilutive impact from the notes.

Note 14: Income Taxes

Our deferred income taxes reflect the net tax effects of temporary differences between the carrying amounts of assets and liabilities
for financial reporting purposes and the amounts used for income tax purposes. The following table represents the significant components of
our deferred tax assets and liabilities for the periods presented:

75

    
Index to Notes

Deferred income tax assets

Net operating loss carryforwards
Tax credit carryforwards
Stock-based compensation
Compensation accruals
Lease liability
Accruals and reserves
Gross deferred income tax assets
Valuation allowance

Total deferred income tax assets, net of valuation allowance

Deferred income tax liabilities

Intangible assets
Prepaid expenses
Convertible senior notes
Right-of-use assets
Fixed assets

Total deferred income tax liabilities

Net deferred income tax assets and liabilities

December 31,

2020

2019

$

57,763  $
12,422 
6,011 
7,026 
17,540 
2,079 
102,841 
(44,307)
58,534 

(514)
— 
(45,616)
(12,404)
— 
(58,534)

$

—  $

49,211 
8,638 
5,142 
2,297 
18,404 
795 
84,487 
(62,274)
22,213 

(605)
(1,688)
(5,359)
(13,579)
(982)
(22,213)
— 

The valuation allowance decreased by $17,967 during the year ended December 31, 2020. This decrease did not result in the
recognition of an income tax benefit through operations as it was driven by the equity components of the 2023 and 2025 notes (see Note 15)
and partially offset by the impact from the current year pretax loss.

The valuation allowance increased by $24,264 and $8,192 during the years ended December 31, 2019 and 2018, respectively.

The following table represents our net operating loss ("NOL") carryforwards as of December 31, 2020 and 2019:

Federal
Various states
Foreign

December 31,

2020

2019

$

227,751  $

12,576 
2,050 

195,133 
10,421 
1,212 

Federal NOL carryforwards are available to offset federal taxable income and begin to expire in 2025, with NOL carryforwards of

$142,420 generated after 2017 available to offset future U.S. federal taxable income over an indefinite period. State NOL carryforwards are
available to offset future taxable income and began to expire in 2020. NOL carryforward periods for the various states jurisdictions generally
range from 5 to 20 years. Foreign NOL carryforward periods for foreign federal and provincial jurisdictions are generally 20 years.
Additionally, net research and development credit carryforwards of $12,422 and $8,638 are available as of December 31, 2020 and 2019,
respectively, to reduce future tax liabilities. The research and development credit carryforwards begin to expire in 2026.

Current tax laws impose substantial restrictions on the utilization of research and development credits and NOL carryforwards in the
event of an ownership change, as defined by Internal Revenue Code Sections 382 and 383. Such an event may significantly limit our ability
to utilize our net NOLs and research and development tax credit carryforwards. During 2017, we completed a Section 382 study. The study
determined that we underwent an ownership change in 2006. Due to the Section 382 limitation determined on the date of the change in
control in 2006, the NOL and research and development credit carryforwards have been reduced by $1,506 and $32, respectively.

76

Index to Notes

The components of loss before benefit for income taxes for the years ended December 31, 2020, 2019, and 2018 were $(17,582),

$(79,518), and $(41,978), for federal purposes, respectively, and $(945), $(1,287), and $0, for foreign purposes, respectively.

The following table is a reconciliation of the U.S. federal income tax at statutory rate to our effective income tax rate:

U.S. federal income tax at statutory rate
State taxes (net of federal benefit)
Stock-based compensation
Permanent differences
Federal research and development credit
Change in valuation allowance
Other
Extinguishment of 2023 Notes

Effective income tax rate

2020

December 31,
2019

2018

21.00 %
25.23 
69.14 
(1.03)
20.42 
(132.88)
1.32 
(3.20)

— %

21.00 %
4.71 
1.20 
(0.97)
2.45 
(29.73)
1.34 
— 
— %

21.00 %
5.67 
7.51 
(0.57)
4.26 
(37.33)
(0.54)
— 
— %

We did not record any tax benefits for the years ended December 31, 2020, 2019, and 2018. The difference between the U.S.

federal income tax at statutory rate of 21% for the years ended December 31, 2020, 2019, and 2018, and our effective tax rate in all periods
is primarily due to a full valuation allowance related to our U.S. deferred tax assets. For the year ended December 31, 2020, the difference
between our estimated statutory state income tax rate of 7.09% and the state income tax rate of 25.23% as reported in the rate reconciliation
is primarily due to the impact of tax deductions for stock-based compensation which provide permanent and favorable differences between
pre-tax operating losses for financial reporting purposes and losses reported for income tax purposes. Our reported state income tax rate of
25.23% differs from our effective state income tax rate of 0% primarily due to a full valuation allowance related to our state deferred tax
assets.

We account for uncertainty in income taxes in accordance with ASC 740. Tax positions are evaluated utilizing a two-step process,

whereby we first determine whether it is more likely than not that a tax position will be sustained upon examination by the tax authority,
including resolutions of any related appeals or litigation processes, based on technical merit. If a tax position meets the more-likely-than-not
recognition threshold, it is then measured to determine the amount of benefit to recognize in the financial statements. The tax position is
measured as the largest amount of benefit that is greater than 50% likely of being realized upon ultimate settlement.

The following table summarizes the activity related to unrecognized tax benefits:

Unrecognized benefit—beginning of year

Gross decreases—prior year tax positions

Gross increases—current year tax positions

Unrecognized benefit—end of year

December 31,

2020

2019

$

$

2,159  $

— 

946 
3,105  $

1,663 

(127)

623 
2,159 

All of the unrecognized tax benefits as of December 31, 2020 and 2019 are accounted for as a reduction in our deferred tax assets.
Due to our valuation allowance, none of the $3,105 and $2,159 of unrecognized tax benefits would affect our effective tax rate, if recognized.
We do not believe it is reasonably possible that our unrecognized tax benefits will significantly change in the next twelve months.

We recognize interest and penalties related to unrecognized tax benefits as income tax expense. There was no interest or penalties

accrued related to unrecognized tax benefits for each year ended December 31, 2020 and 2019 and no liability for accrued interest or
penalties related to unrecognized tax benefits as of December 31, 2020.

77

Index to Notes

Our material income tax jurisdictions are the United States (federal) and Canada (foreign). As a result of NOL carryforwards, we are

subject to audit for all tax years for federal and foreign purposes. All tax years remain subject to examination in various other jurisdictions that
are not material to our consolidated financial statements.

Note 15: Debt

Warehouse Credit Facilities—To provide capital for the mortgage loans that it originates, Redfin Mortgage, our wholly owned
mortgage origination subsidiary, utilizes warehouse credit facilities that are classified as current liabilities in our consolidated balance sheets.
Borrowings under each warehouse credit facility are secured by the related mortgage loan, and rights and income related to the loans. The
following table summarizes borrowings under these facilities as of the periods presented:

December 31, 2020

December 31, 2019

Lender

Western Alliance Bank

Texas Capital Bank, N.A.

Flagstar Bank, FSB

Total

Borrowing
Capacity

Outstanding
Borrowings

$

$

50,000  $

40,000 

15,000 

105,000  $

18,277 

12,903 

7,849 
39,029 

Weighted Average
Interest Rate on
Outstanding
Borrowings

Borrowing
Capacity

Outstanding
Borrowings

Weighted Average
Interest Rate on
Outstanding
Borrowings

3.25 % $

24,500  $

3.35 %

3.00 % $
— % $

24,500 

15,000  $
64,000  $

8,489 

10,210 

2,603 
21,302 

3.79 %

3.51 %

3.69 %
— %

Borrowings under the facility with Western Alliance Bank mature on June 15, 2021 and generally bear interest at a rate equal to the

greater of (i) one-month LIBOR plus 2.00% or (ii) 3.25%. Redfin Corporation has agreed to make capital contributions in an amount as
necessary for Redfin Mortgage to satisfy its adjusted tangible net worth financial covenant under the agreement, but it was not obligated to
make any such capital contributions as of December 31, 2020.

Borrowings under the facility with Texas Capital Bank, N.A. mature on July 14, 2021 and generally bear interest at a rate equal to the
greater of (i) the rate of interest accruing on the outstanding principal balance of the loan minus 0.25% or (ii) 3.35%. Redfin Corporation has
guaranteed Redfin Mortgage’s obligations under the agreement.

Borrowings under the facility with Flagstar Bank, FSB ("Flagstar") generally bear interest at a rate equal to the greater of (i) one-

month LIBOR plus 2.00% or (ii) 3.00%. This facility does not have a stated maturity date, but Flagstar may terminate the facility upon 30 days
prior notice. Redfin Mortgage would be required to pay all amounts owed to Flagstar upon the facility's termination.

Secured Revolving Credit Facility—To provide capital for the homes that it purchases, RedfinNow has, through a special purpose

entity called RedfinNow Borrower, entered into a secured revolving credit facility with Goldman Sachs Bank, N.A. ("Goldman Sachs").
Borrowings under the facility are secured by RedfinNow Borrower's assets, including the financed homes, as well as the equity interests in
RedfinNow Borrower. The following table summarizes borrowings under this facility as of the period presented:

Lender

Borrowing
Capacity

Outstanding
Borrowings

Weighted Average
Interest Rate on
Outstanding
Borrowings

Borrowing Capacity

Outstanding
Borrowings

Weighted Average
Interest Rate on
Outstanding
Borrowings

December 31, 2020

December 31, 2019

Goldman Sachs Bank USA

$

100,000  $

23,949 

4.40 % $

100,000  $

4,444 

4.45 %

78

Index to Notes

The facility matures on January 26, 2021, but we may extend the maturity date for an additional six months to repay outstanding

borrowings. Goldman Sachs may, at its sole option, finance a portion of RedfinNow Borrower's acquisition costs of qualified homes that have
been purchased. The portion financed is based, in part, on how long the qualifying home has been owned by a Redfin entity. Borrowings
under the facility prior to March 24, 2020 generally bore interest at a rate of one-month LIBOR (subject to a floor of 0.50%) plus 2.65%. For
borrowings under the facility on and after March 24, 2020, each new borrowing generally bears interest at a rate of one-month LIBOR
(subject to a floor of 0.50%) plus an additional rate agreed upon between RedfinNow Borrower and Goldman Sachs. See Note 16 for
developments subsequent to December 31, 2020 with respect to this facility.

RedfinNow Borrower must repay all borrowings and accrued interest upon the termination of the facility, and it has the option to
repay the borrowings, and the related interest, with respect to a specific financed home upon the sale of such home. In certain situations
involving a financed home remaining unsold after a certain time period or becoming ineligible for financing under the facility, RedfinNow
Borrower may be obligated to repay all or a portion of the borrowings, and related interest, with respect to such home prior to the sale of such
home. In instances involving "bad acts," Redfin Corporation has guaranteed repayment of amounts owed under the facility, in some
situations, and indemnification of certain expenses incurred, in other situations.

As of December 31, 2020 and 2019, RedfinNow Borrower had $65,191 and $16,200 of total assets, respectively, of which $47,620

and $7,456 related to inventory and $11,818 and $5,663 in cash and cash equivalents, respectively.

For the years ended December 31, 2020 and 2019 we amortized $619 and $256 of the debt issuance costs and recognized $643

and $17 of interest expense, respectively.

Convertible Senior Notes—We have issued convertible senior notes with the following characteristics:

Issuance

2023 notes

2025 notes

Maturity Date

July 15, 2023

October 15, 2025

Stated Cash
Interest Rate

Effective
Interest Rate

First Interest Payment
Date

Semi-Annual Interest
Payment Dates

Conversion Rate

1.75%

—

7.25%

6.52%

January 15, 2019

January 15; July 15

—

—

32.7332

13.7920

The components of the convertible senior notes were as follows:

Issuance

Aggregate Principal
Amount

Unamortized Debt
Discount

Unamortized Debt
Issuance Costs

Net Carrying Amount

December 31, 2020

2023 notes

2025 notes

Issuance

2023 notes

$

$

25,626  $

661,250

2,776  $

163,077

368  $

9,905

22,482 

488,268

Aggregate Principal
Amount

Unamortized Debt
Discount

Unamortized Debt
Issuance Costs

Net Carrying Amount

143,750  $

21,231  $

2,803  $

119,716 

December 31, 2019

79

Index to Notes

December 31, 2020

Year Ended
December 31, 2019

December 31, 2018

2023 notes

2025 notes

Total

2023 notes

2025 notes

Total

2023 notes

2025 notes

Total

Contractual interest expense

$

2,113  $

—  $

2,113  $

2,516  $

—  $

2,516  $

1,097  $

Amortization of debt discount

4,735

5,693

10,428

5,405

—

5,405

2,280

Amortization of debt
issuance costs

Interest expense

623
7,471  $

346
6,039  $

969
13,510  $

724
8,645  $

$

—
—  $

724
8,645  $

304
3,681  $

—  $

—

—
—  $

1,097 

2,280

304
3,681 

The 2025 notes were issued on October 20, 2020, with an aggregate principal amount of $661,250. Our proceeds from the issuance,

after deducting the initial purchaser's discount and offering expenses payable by us, was $647,486. We will settle any conversions of the
notes by paying or delivering, as the case may be, cash, shares of our common stock, or a combination of cash and shares of our common
stock, at our election. The notes are classified as long-term debt in our consolidated balance sheet, based on their contractual maturity. We
separated the notes into liability and equity components. The carrying amount of the liability component was determined by measuring the
fair value of a similar liability that does not have an associated convertible feature. The carrying amount of the equity component represents
the value of the conversion option, and was determined by reducing the principal amount of the 2025 notes by the fair value of the liability
component. The difference between the principal amount of the notes and the liability component represents the debt discount, which we
record as a deduction from the debt liability in the consolidated balance sheet. This discount is amortized to interest expense using the
effective interest method over the term of the notes. The equity component of the 2025 notes of $165,257, net of issuance costs of $3,513, is
included in additional paid-in capital in the consolidated balance sheet and is not remeasured so long as it meets the conditions for equity
classification.

The 2023 notes were issued on July 23, 2018, with an aggregate principal amount of $143,750. For more than 20 trading days

during the 30 consecutive trading days ended December 31, 2020, the volume weighted average price of our common stock was equal to or
exceeded 130% of the conversion price of the notes. As a result, the remaining 2023 notes will be convertible at the option of the holders
during the quarter ending March 31, 2021, and have been classified as current liabilities on our consolidated balance sheet as of
December 31, 2020. We intend to settle any future conversions of the notes by paying or delivering, as the case may be, cash, shares of our
common stock, or a combination of cash and shares of our common stock, at our election.

On October 20, 2020, we used a portion of the proceeds from the issuance of our 2025 notes, together with shares of our common
stock, to repurchase and retire $116,914 aggregate principal amount of our 2023 notes, and paid accrued and unpaid interest thereon. We
accounted for this repurchase as debt extinguishment. We recognized a $103,335 reduction to long-term debt, which represents the carrying
value of the liability component at the date of the repurchase, and a loss upon extinguishment of $4,586, which is included in interest
expense on the consolidated statement of comprehensive loss and represents the excess of the fair value over the net carrying value of the
liability component repurchased during the year ended December 31, 2020. The conversion that was settled in the period ended
December 31, 2020 was accounted for in the same manner, as a debt extinguishment. We recognized a $1,069 reduction to long-term debt
representing the carrying value of the liability component at the date of the settlement for the conversion and a loss upon extinguishment of
$48, which represents the excess of the fair value over the net carrying value of the liability component.

See Note 3 for fair value information related to the 2023 and 2025 notes.

Note 16: Subsequent Events

Amendment of Secured Revolving Credit Facility—On January 12, 2021, RedfinNow Borrower amended its secured revolving

credit facility with Goldman Sachs. Following this amendment, (i) the facility's borrowing capacity is $125,000, (ii) new borrowings under the
facility generally bear interest at a

80

Index to Notes

rate of one-month LIBOR (subject to a floor of 0.30%) plus 3.00%, and (iii) the facility matures on July 12, 2022, but we may extend the
maturity date for an additional six months to repay outstanding borrowings.

Agreement to Acquire RentPath Holdings, Inc.—On February 19, 2021, we entered into an Asset Purchase Agreement (the
"Purchase Agreement") with RentPath Holdings, Inc. ("RentPath") and certain of its wholly owned subsidiaries (together with RentPath
Holdings, Inc., the "Sellers"). RentPath is a provider of digital marketing solutions for rental properties through a network of internet listing
websites. Pursuant to the Purchase Agreement, we will acquire, for $608,000 in cash, all of the equity interests of RentPath, as reorganized
following an internal restructuring of the Sellers (“Reorganized RentPath”) pursuant to the joint chapter 11 plan of reorganization of the
Sellers in the chapter 11 cases of the Sellers (the "Plan") and certain of their affiliates filed on February 12, 2020 in the U.S. Bankruptcy
Court for the District of Delaware (the “Bankruptcy Court”) (the "Acquisition"). In connection with the internal restructuring, certain assets and
liabilities related to the Sellers' business of providing digital media services to clients in the residential real estate business will be transferred
to Reorganized RentPath, and the remaining assets and liabilities will be transferred to a wind-down company.

In connection with our entry into the Purchase Agreement, we deposited $60,800 into an escrow account, and this amount will be

applied towards the purchase price at the closing of the Acquisition. If the Purchase Agreement is terminated, other than in a situation
involving our breach of the Purchase Agreement, then the deposit will be returned to us.

The closing of the Acquisition is subject to customary closing conditions, including (i) the absence of any law or order prohibiting the
closing, (ii) the expiration or termination of any applicable waiting period under applicable antitrust laws and (iii) the Bankruptcy Court having
entered orders confirming the Plan and authorizing the Purchase Agreement and certain other matters.

81

Table of Contents

Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure

None.

Item 9A. Controls and Procedures

Evaluation of Disclosure Controls and Procedures

Our management, with the participation of our principal executive and principal financial officers, evaluated the effectiveness of our

disclosure controls and procedures (as defined in Rule 13a-15(e) under the Securities Exchange Act of 1934), as of the end of the period
covered by this Annual Report. Based on such evaluation, our principal executive and principal financial officers have concluded that as of
such date, our disclosure controls and procedures were effective at the reasonable assurance level described below.

Management's Report on Internal Control Over Financial Reporting

Our management is responsible for establishing and maintaining adequate internal control over financial reporting, as defined in

Rules 13a-15(f) under the Securities Exchange Act of 1934. Our management, with the participation of our principal executive and principal
financial officers, evaluated the effectiveness of our internal control over financial reporting using the framework set forth by the Committee of
Sponsoring Organizations of the Treadway Commission in Internal Control—Integrated Framework (2013). Based on this assessment,
management concluded that Redfin Corporation maintained effective internal control over financial reporting as of the end of the period
covered by this Annual Report. Deloitte & Touche LLP, our independent registered public accounting firm, has issued an attestation report on
our internal control over financial reporting, and this attestation report appears in Item 8.

Changes in Internal Control Over Financing Reporting

In connection with the evaluation required by Rule 13a-15(d) under the Securities Exchange Act of 1934, there were no changes in

our internal control over financial reporting that occurred during the quarter ended December 31, 2020 that materially affected, or are
reasonably likely to materially affect, our internal control over financial reporting.

Inherent Limitations on Effectiveness of Controls

Our management does not expect that our disclosure controls and procedures or our internal control over financial reporting will
prevent or detect all errors and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not
absolute, assurance that the objectives of the control system are met. Because of the inherent limitations in all control systems, no evaluation
of controls can provide absolute assurance that all control issues and instances of fraud, if any, within our company have been detected. The
design of any system of controls is also based in part upon certain assumptions about the likelihood of future events, and there can be no
assurance that any design will succeed in achieving its stated goals under all potential future conditions. Over time, controls may become
inadequate because of changes in conditions, or the degree of compliance with the policies or procedures may deteriorate. Because of the
inherent limitations in a cost-effective control system, misstatements due to error or fraud may occur and not be detected.

Item 9B. Other Information

None.

82

Table of Contents

Item 10. Directors, Executive Officers and Corporate Governance

PART III

The information required by this Item is incorporated by reference to our proxy statement to be filed in connection with our 2021

Annual Meeting of Stockholders by April 30, 2021.

Item 11. Executive Compensation

The information required by this Item is incorporated by reference to our proxy statement to be filed in connection with our 2021

Annual Meeting of Stockholders by April 30, 2021.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

The information required by this Item is incorporated by reference to our proxy statement to be filed in connection with our 2021

Annual Meeting of Stockholders by April 30, 2021.

Item 13. Certain Relationships and Related Transactions, and Director Independence

The information required by this Item is incorporated by reference to our proxy statement to be filed in connection with our 2021

Annual Meeting of Stockholders by April 30, 2021.

Item 14. Principal Accounting Fees and Services

The information required by this Item is incorporated by reference to our proxy statement to be filed in connection with our 2021

Annual Meeting of Stockholders by April 30, 2021.

83

Table of Contents

Item 15. Exhibits, Financial Statement Schedules

PART IV

The financial statements and financial statement schedules required to be filed as part of this annual report are included under Item

8.

The exhibits required to be filed as part of this Annual Report are listed below. Exhibits 10.1 through 10.15 constitute management

contracts or compensatory plans or arrangements. Notwithstanding any language to the contrary, Exhibits 32.1, 32.2, 101, and 104 shall not
be deemed to be filed as part of this annual report for purposes of Section 18 of the Securities Exchange Act of 1934.

Exhibit
Number

2.1
3.1
3.2

3.3
4.1
4.2

4.3
4.4

4.5
4.6

10.1
10.2

10.3

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
21.1
23.1
24.1
31.1
31.2
32.1
32.2
101
104

Exhibit Description
Asset Purchase Agreement by and among RentPath Holdings, Inc., Redfin Corporation and the
Other Sellers Named Therein, dated as of February 19, 2021
Restated Certificate of Incorporation
Restated Bylaws
Amended and Restated Certificate of Designation, Rights and Limitations of Series A Convertible
Preferred Stock
Form of Common Stock Certificate
Description of Common Stock
Indenture, dated as of July 23, 2018, between Redfin Corporation and Wells Fargo Bank,
National Association
Form of Convertible Senior Note due 2023 (contained in exhibit 4.3)
Indenture, dated as of October 20, 2020 between Redfin Corporation and Wells Fargo Bank,
National Association
Form of Convertible Senior Note due 2025 (contained in exhibit 4.5)

Amended and Restated 2004 Equity Incentive Plan and forms of award agreements thereunder
2017 Equity Incentive Plan and forms of award agreements thereunder
Form of Restricted Stock Unit Award Notice and Restricted Stock Unit Award Agreement under
the 2017 Equity Incentive Plan (February 2019)
Form of Notice of Performance-Based Restricted Stock Unit Award and Performance-Based
Restricted Stock Unit Award Agreement under the 2017 Equity Incentive Plan (June 2018)
Form of Performance-Based Stock Option Notice and Award Agreement (June 2019)
Form of Restricted Stock Unit Notice and Award Agreement for Non-Employee Directors (May
2019)
Form of Indemnification Agreement
Form of Change in Control Severance Agreement
Amended and Restated Offer Letter by and between Redfin Corporation and Glenn Kelman,
dated June 27, 2017
Amended and Restated Offer Letter by and between Redfin Corporation and Bridget Frey, dated
June 27, 2017
Offer Letter by and between Redfin Corporation and Ee Lyn Khoo, dated November 16, 2020
Amended and Restated Offer Letter by and between Redfin Corporation and Scott Nagel, dated
June 27, 2017
Amended and Restated Offer Letter by and between Redfin Corporation and Chris Nielsen,
dated June 27, 2017
Offer Letter by and between Redfin Corporation and Christian Taubman, dated October 13, 2019
Amended and Restated Offer Letter by and between Redfin Corporation and Adam Wiener,
dated June 27, 2017
Securities Purchase Agreement, dated as of March 29, 2020, by and between Redfin
Corporation and Durable Capital Master Fund LP
Registration Rights Agreement, dated as of April 1, 2020, by and between Redfin Corporation
and Durable Capital Master Fund LP
List of Subsidiaries
Consent of Deloitte & Touche LLP, Independent Registered Public Accounting Firm
Power of Attorney (contained in "Signatures")
Certification of Principal Executive Officer, pursuant to Rule 13a-14(a)
Certification of Principal Financial Officer, pursuant to Rule 13a-14(a)
Certification of Chief Executive Officer, pursuant to 18 U.S.C. Section 1350
Certification of Chief Financial Officer, pursuant to 18 U.S.C. Section 1350
Interactive Data Files
Cover page interactive data file, submitted using inline XBRL (contained in Exhibit 101)

Item 16. Form 10-K Summary

None.

84

Incorporated by Reference

Filing

Exhibit

Filing Date

Filed
Herewith

8-K
10-Q
10-Q

8-K
S-1/A
10-K

8-K
8-K

8-K
8-K

S-1
10-K

10-Q

8-K
8-K

10-Q
S-1/A
10-Q

S-1

S-1

S-1

10-K
10-K

10-K

10-Q

10-Q

2.1
3.1
3.2

3.1
4.1
4.2

4.1
4.1

4.1
4.1

10.2
10.3

10.1

10.1
10.1

10.2
10.1
10.1

10.4

10.5

10.6

10.6
10.13

Feb. 19, 2021
Sept. 8, 2017
Sept. 8, 2017
June 15,
2020
July 26, 2017
Feb. 12, 2020

July 23, 2018
July 23, 2018

Oct. 20, 2020
Oct. 20, 2020
June 30,
2017
Feb. 22, 2018

May 8, 2019

June 6, 2018
June 6, 2019

Aug. 1, 2019
July 17, 2017
Nov. 5, 2020
June 30,
2017
June 30,
2017

June 30,
2017

Feb. 22, 2018
Feb. 12, 2020

10.10

Feb. 14, 2019

10.2

10.1

May 7, 2020

July 30, 2020

X

X
X
X
X
X
X
X
X
X

Table of Contents

SIGNATURES

    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.

February 24, 2021
(Date)

Redfin Corporation
(Registrant)

By /s/ Glenn Kelman
Glenn Kelman
Chief Executive Officer

KNOW ALL PERSONS BY THESE PRESENTS, that each individual whose signature appears below constitutes and appoints Glenn
Kelman and Chris Nielsen, and each of them, as his or her true and lawful attorneys-in-fact and agents with full power of substitution, for him
or her in any and all capacities, to sign any and all amendments to this Annual Report on Form 10-K, and to file the same, with all exhibits
thereto and other documents in connection therewith, with the U.S. Securities and Exchange Commission, granting unto said attorneys-in-
fact and agents, and each of them, full power and authority to do and perform each and every act and thing requisite and necessary to be
done in connection therewith, as fully to all intents and purposes as he or she might or could do in person, hereby ratifying and confirming all
that said attorneys-in-fact and agents, or any of them, or his or her or their substitute or substitutes, may lawfully do or cause to be done or
by virtue hereof.

    Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on
behalf of the registrant and in the capacities and on the dates indicated:

Name

Title

Date

/s/ Glenn Kelman
Glenn Kelman

/s/ Chris Nielsen
Chris Nielsen

/s/ David Lissy
David Lissy

/s/ Robert Bass
Robert Bass

/s/ Julie Bornstein
Julie Bornstein

/s/ Kerry Chandler
Kerry Chandler

/s/ Austin Ligon
Austin Ligon

/s/ Robert Mylod, Jr.
Robert Mylod, Jr.

/s/ James Slavet
James Slavet

/s/ Selina Tobaccowala
Selina Tobaccowala

Chief Executive Officer and Director (Principal
Executive Officer)

February 24, 2021

Chief Financial Officer (Principal Financial and
Accounting Officer)

February 24, 2021

Chairman of the Board of Directors

February 24, 2021

Director

Director

Director

Director

Director

Director

Director

February 24, 2021

February 24, 2021

February 24, 2021

February 24, 2021

February 24, 2021

February 24, 2021

February 24, 2021

 
 
 
 
 
 
Redfin Corporation Employment Offer Letter

November 16, 2020

Ee Lyn Khoo
E: [***]

Dear Ee Lyn:

Congratulations! We’re writing to extend you an offer to work at Redfin!

Redfin Corporation (“Redfin”) is pleased to offer you the role of Chief People Officer at Redfin!

We look forward to your first day of work on January 11, 2021. This date is subject to change depending on the timing of our completion of your background
check and our onboarding training schedule. We will notify you if there is a change to your start date. This role will be based at our Seattle Headquarters at
1099 Stewart St., Suite 600, Seattle, WA 98101.

Your title, assignment, compensation, and the nature of your responsibilities may change from time to time at Redfin’s discretion.  You will also be expected
to comply with Redfin’s rules, policies and procedures, which may be modified from time to time.  The terms of this offer are detailed below.

Compensation:    Your  gross  salary  annualized  over  one  year  will  be  $350,000,  subject  to  appropriate  tax  withholdings  and  deductions,  and  payable  in
accordance  with  Redfin’s  normal  payroll  cycle.  You  are  classified  as  an  exempt  employee  and  your  salary  is  intended  to  compensate  you  for  all  hours
worked. Any increases will be based on your and Redfin’s performance and are not guaranteed. This is a full-time position.

Executive Bonus: Subject to the terms and conditions of Redfin’s Executive Cash Bonus Plan, you are eligible to earn a target annual bonus of $200,000
based  on  Redfin’s  performance  during  the  2021  fiscal  year  against  certain  financial  and  operating  goals  that  are  set  each  year  by  the  Compensation
Committee of our Board of Directors (the “Board”); any bonus you earn will be payable on an annual basis in the first quarter following the year, starting in
the first quarter of 2022. Your potential bonus will be prorated for the first year you work, based on your actual start date and the number of days you worked
in the year. Redfin’s Executive Cash Bonus Plan is subject to change at the discretion of the Compensation Committee of the Board.

Starting Bonus: Redfin will pay you $1,050,000 as a starting bonus, subject to standard withholding and payroll taxes, paid in two installments. The first
installment of $650,000 will be paid on the first payroll date following your start date. If for any reason your employment is terminated prior to the one-year
anniversary of your start date, you will be responsible for reimbursing Redfin for the first installment of $650,000 in full.

The  second  installment  of  $400,000  will  be  paid  on  the  first  payroll  date  following  the  one-year  anniversary  of  your  start  date.  If  for  any  reason  your
employment is terminated after the one-year anniversary of your start date and prior to the two-year anniversary of your start date, you will be responsible for
reimbursing Redfin for the second installment of $400,000 in full.

Restricted Stock Units (RSUs):

New-hire grant: Subject to approval of the Board, you will be granted a new hire grant of Restricted Stock Units that have an aggregate market value of
$1,000,000 on the approval date based on the average closing price of Redfin’s common stock for the thirty trading days immediately prior to the approval
date.  On  the  one-year  anniversary  of  the  RSUs'  vesting  commencement  date,  40%  of  the  new-hire  RSU  grant  will  vest,  subject  to  your  continued
employment

through such anniversary. The remaining new-hire grant RSUs will vest quarterly, with a total of 30% vesting in the year following the first such anniversary
(7.5% per quarter); 20% in the year following the second such anniversary (5% per quarter); and 10% in the year following the third such anniversary (2.5%
per quarter), subject to your continued employment through each vesting date. Redfin RSUs have four vesting commencement dates per year (one fixed
date per quarter). The vesting commencement date for your RSUs will be the first vesting commencement date on or following your start date. Your RSUs
will be subject to Redfin’s 2017 Equity Incentive Plan, including vesting requirements. No right to any Redfin common stock is earned or accrued until such
time that vesting occurs.

Performance-Based Restricted Stock Units (PSUs): Subject to approval of Redfin’s Board of Directors, you will be granted that number of Performance-
Based Restricted Stock Units (PSUs) that have a target aggregate fair market value of $450,000 on the date of grant based on the average closing price of
Redfin’s common stock on the Nasdaq Global Select Market for the thirty trading days immediately prior to such grant date.  PSUs will vest, at an amount
ranging from 25% to 200% of the target amount, only to the extent that the Board certifies that Redfin has achieved certain metrics for the three-year period
from 2020 to 2022, which performance metrics will be established by the Compensation Committee of the Board. To the extent Redfin doesn’t achieve the
minimum performance metric thresholds, no PSUs will vest.  Your PSU grant will be subject to the terms and conditions of Redfin’s 2017 Equity Incentive
Plan and the Performance-Based Restricted Stock Unit Award Agreement, including vesting requirements. No right to any Redfin common stock is earned or
accrued until such time that vesting occurs.

401 K:  Redfin offers auto-enrollment into our 401(k) plan administered by Transamerica for regular full-time and part-time employees. You may opt out of
the plan or make your own elections within the first two months after your start date.  If you take no action, you will be auto enrolled into the Plan on the first
of the month following two months of service. The initial auto-enrollment is 3% of gross pay (including bonuses and all other pay) per pay period on a pre-tax
basis and will increase by 1% at the beginning of each year, up to a maximum of 10%. Your contributions will be automatically invested into the Vanguard®
Target Retirement Target Date Fund designated for your age and anticipated retirement date.  Once enrolled, you may change your contribution amounts,
investment choices, and default increases at any time.  The plan offers a range of investment options and we encourage you to select the funds you feel are
best 
through  our  Plan’s  consultants,  ClearPoint  Financial,
at  888.557.6471  or  coaching@clearpoint401k.com.    If  you  wish  to  opt  out  of  401(k)  auto-enrollment,  you  must  do  so  within  the  first  two  months  of
employment.  You may complete this opt out, or enroll and make your own investment choices, online through www.ta-retirement.com. Part-time seasonal or
temporary  employees  are  not  auto  enrolled  and  are  eligible  to  participate  after  1000  worked  hours.    To  enroll  and  make  your  own  investment  choices
visit www.ta-retirement.com.  This is an intentionally brief summary of enrollment in the 401(k) Plan.  Additional information will be provided prior to eligibility.

fund  selection  and  contribution  options 

for  you.  Assistance  with 

is  available 

At-Will Employment:  The employment relationship between you and Redfin will be at-will.  This means that the employment relationship is for no specific
term  and  may  be  terminated  by  either  you  or  Redfin  at  any  time  for  any  or  no  reason,  with  or  without  advance  notice.    This  letter  and  the  Employee
Assignment, Arbitration and Confidentiality Agreement (“Proprietary Information Agreement”) supersede any previous arrangements, both oral and written,
expressed or implied, regarding the nature of your employment with Redfin.  The at-will employment relationship cannot be changed or modified orally, and
may  only  be  modified  by  a  formal  written  employment  contract  signed  by  you  and  the  CEO  of  Redfin,  expressly  modifying  the  at-will  employment
relationship.

Benefits  &  Other  Redfin  Policies:    During  your  employment,  you  may  be  eligible  for  employee  benefits  consistent  with  Redfin’s  practices  and  in
accordance  with  the  terms  of  applicable  benefit  plans  as  they  currently  exist  and  subject  to  any  future  modifications  in  Redfin’s  discretion.  If  you  accept
employment  with  Redfin  you  agree  to  follow  Redfin’s  rules  and  policies.  Please  understand  that  Redfin  reserves  the  right  to  modify,  supplement,  and
discontinue all policies, rules, benefit plans and programs at any time and in its sole discretion.

Work Status, Background Check & Proprietary Information Agreement: This offer is contingent upon:

•

•
•

Verification of your right to work in the United States, as demonstrated by your completion of Form I-9 upon hire and your submission of acceptable
documentation  (as  noted  on  Form  I-9)  within  72  hours  of  commencing  work.  Redfin  is  not  obligated  to  sponsor  and/or  successfully  obtain
citizenship for any employee under a temporary visa or applying for residency in the United States.
Satisfactory completion of a background investigation.
The  protection  of  confidential  and  proprietary  information  relating  to  Redfin’s  business  and  operations  is  and  will  continue  to  be  of  central
importance to Redfin.  For this reason, your agreement to the terms and conditions set forth in the enclosed Proprietary Information Agreement,
which includes provisions relating to non-solicitation and non-competition, is a condition of employment with Redfin.

This offer of employment is contingent upon all the terms above and is valid until 5:00 p.m. November 18, 2020.

Non-Resident/Non-Citizen Status: Redfin is not obligated to sponsor and/or successfully obtain citizenship for any employee operating under a temporary
visa or applying for residency in the United States. For the purposes of federal immigration law, you will be required to provide to the Company documentary
evidence of your identity and eligibility for employment in the United States.

If the understandings stated in this letter are agreeable to you, please sign below, keep one copy and return the original to me.  Please also sign and return
one copy of the Proprietary Information Agreement, included with this correspondence.

If you need additional time to consider this letter and the attached Proprietary Information Agreement, please ask.  We are very pleased to welcome you to
Redfin.

We believe that you will thrive here at Redfin, and look forward to building a great business together.

Sincerely,

Redfin Corporation

Accepted:

/s/ Ee Lyn Khoo

Ee Lyn Khoo

11/17/2020

Date

Name of Subsidiary
Forward Settlement Solutions, Inc.
Forward Settlement Solutions of Texas, LLC
RDFN Ventures, Inc.
Redfin Home Services LLC
Redfin Mortgage, LLC
Redfin Subsidiary Holding Corporation
Redfin Unlimited Liability Company
RedfinNow Borrower LLC
RedfinNow Pledgor LLC
Title Forward of California Inc.
Walk Score Management, LLC

Subsidiaries of Redfin Corporation

Doing Business As
(If Different than Legal Name)
Title Forward
Title Forward
RedfinNow

Title Forward

Jurisdiction
Delaware
Texas
Delaware
Delaware
Delaware
Delaware
British Columbia, Canada
Delaware
Delaware
California
Washington

CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

We consent to the incorporation by reference in Registration Statement Nos. 333-219561, 333-223163, 333-229679, and 333-236393 on
Form S-8 and 333-239222 on Form S-3 of our reports dated February 24, 2021, relating to the financial statements of Redfin Corporation
and the effectiveness of Redfin Corporation’s internal control over financial reporting appearing in this Annual Report on Form 10-K of Redfin
Corporation for the year ended December 31, 2020.

/s/ Deloitte & Touche LLP

Seattle, Washington

February 24, 2021

CERTIFICATION OF PRINCIPAL EXECUTIVE OFFICER

PURSUANT TO RULE 13a-14(a) UNDER THE SECURITIES EXCHANGE ACT OF 1934

I, Glenn Kelman, certify that:

1. I have reviewed this Annual Report on Form 10-K of Redfin Corporation;

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 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 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.

Date: February 24, 2021

/s/ Glenn Kelman

Glenn Kelman

Chief Executive Officer

(Principal Executive Officer)

CERTIFICATION OF PRINCIPAL FINANCIAL OFFICER 

PURSUANT TO RULE 13a-14(a) UNDER THE SECURITIES EXCHANGE ACT OF 1934

I, Chris Nielsen, certify that:

1. I have reviewed this Annual Report on Form 10-K of Redfin Corporation;

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 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 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.

Date: February 24, 2021

/s/ Chris Nielsen

Chris Nielsen

Chief Financial Officer

(Principal Financial Officer)

CERTIFICATION OF CHIEF EXECUTIVE OFFICER

PURSUANT TO 18 U.S.C. SECTION 1350

I, Glenn Kelman, Chief Executive Officer of Redfin Corporation (the “Company”), certify pursuant to 18 U.S.C. Section 1350 that, to

my knowledge, the Annual Report on Form 10-K of the Company for the year ended December 31, 2020 (the “Report”) fully complies with
the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended, and the information contained in the Report
fairly presents, in all material respects, the financial condition and results of operations of the Company.

Date: February 24, 2021

/s/ Glenn Kelman

Glenn Kelman

Chief Executive Officer

CERTIFICATION OF CHIEF FINANCIAL OFFICER

PURSUANT TO 18 U.S.C. SECTION 1350

I, Chris Nielsen, Chief Financial Officer of Redfin Corporation (the “Company”), certify pursuant to 18 U.S.C. Section 1350 that, to my

knowledge, the Annual Report on Form 10-K of the Company for the year ended December 31, 2020 (the “Report”) fully complies with the
requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended, and the information contained in the Report
fairly presents, in all material respects, the financial condition and results of operations of the Company.

Date: February 24, 2021

/s/ Chris Nielsen

Chris Nielsen

Chief Financial Officer