EVERQUOTE, INC. - 10-K - MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS - Insurance News | InsuranceNewsNet

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February 25, 2022 Newswires
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EVERQUOTE, INC. – 10-K – MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

Edgar Glimpses
The following discussion and analysis of our financial condition and results of
operations should be read in conjunction with our consolidated financial
statements and related notes appearing in Part II, Item 8 of this Annual Report
on Form
10-K.
Some of the information contained in this discussion and analysis or set forth
elsewhere in this Annual Report on Form
10-K,
including information with respect to our plans and strategy for our business,
includes forward-looking statements that involve risks and uncertainties. As a
result of many factors, including those factors set forth in the ''Risk
Factors'' section of this Annual Report on Form
10-K,
our actual results could differ materially from the results described in, or
implied by, the forward-looking statements contained in the following discussion
and analysis.

Overview

EverQuote makes insurance shopping easy, efficient and personal, saving
consumers and insurance providers time and money.


We operate a leading online marketplace for insurance shopping, connecting
consumers with insurance providers. Our mission is to empower insurance shoppers
to better protect life's most important assets-their family, property, and
future. Our vision is to become the largest online source of insurance policies
by using data and technology to make insurance simpler, more affordable and
personalized, ultimately reducing cost and risk. Our results-driven marketplace,
powered by our proprietary data and technology platform, is reshaping the
insurance shopping experience for consumers and improving the way insurance
providers attract and connect with consumers shopping for insurance.

Finding the right insurance product is often challenging for consumers, who face
limited online options, complex, variable and opaque pricing, and myriad
coverage configurations. We present consumers with a single starting point for a
comprehensive and cost-effective insurance shopping experience. Our marketplace
reduces the time consumers spend searching across multiple sites by delivering
broader and more relevant results than consumers may find on their own. Our
direct to consumer, or DTC, agents bind policies for consumers, further
streamlining the consumer shopping experience. Our service is free for
consumers, and we derive our revenue from sales of consumer referrals to
insurance providers and directly from commissions on sales of policies.

Insurance providers, which we view as including carriers, our own DTC agents,
and third-party agents, operate in a highly competitive and regulated industry
and typically specialize in
pre-determined
subsets of consumers. As a result, not every consumer is a good match for every
provider, and some providers can struggle to reach the segments that are most
desirable for their business models. Traditional offline and online advertising
channels reach broad audiences but lack the fine-grained consumer acquisition
capabilities needed for optimally matching consumers to specific insurance
products. We connect providers to a large volume of high-intent,
pre-validated
consumer referrals that match the insurers' specific requirements. The
transparency of our marketplace, as well as the campaign management tools we
offer, make it easy for insurance carriers and third-party agents to evaluate
the performance of their marketing spend on our platform and manage their own
return on investment.

Since 2011, our core mission has been to make finding insurance easy and more
personal, saving consumers and insurance providers time and money. We are
working to build the largest and most trusted online insurance marketplace in
the world. In pursuing this goal, we have consistently innovated through our
disruptive data driven approach. Highlights of our history of innovation
include:

  •   In 2011, we launched the EverQuote marketplace for auto insurance.


• In 2013, we launched EverQuote Pro, our provider portal, for carriers.



  •   In 2015, we launched EverQuote Pro for agents.



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  •   In 2016, we added home and life insurance in our marketplace.


• In 2018, we exceeded 46 million cumulative quote requests since launch

           of our marketplace.



  •   In 2019, we added health and renters insurance in our marketplace.


• In 2020, we launched our DTC insurance offerings in our life vertical

           and in our health vertical via the acquisition of Crosspointe
           Insurance & Financial Services, LLC, or Crosspointe, which we later
           renamed Eversurance.


• In August 2021, we launched our DTC insurance offerings in our auto and

           home verticals via the acquisition of Policy Fuel LLC and its
           affiliates, or PolicyFuel.


In the years ended December 31, 2021, 2020 and 2019, our total revenue was
$418.5 million, $346.9 million and $248.8 million, respectively, representing
year-over-year growth of 20.6% and 39.4%, respectively. We had net losses of
$19.4 million, $11.2 million and $7.1 million for the years ended December 31,
2021, 2020 and 2019, respectively, and had $14.6 million, $18.4 million and
$8.3 million in adjusted EBITDA for these same periods, respectively. See the
section titled
"-Non-GAAP Financial
Measure" for information regarding our use of adjusted EBITDA and its
reconciliation to net income (loss) determined in accordance with generally
accepted accounting principles in the United States, or GAAP.

COVID-19

The

COVID-19

pandemic has had a significant adverse impact on global commercial activity and
has created significant volatility in financial markets. Many governmental
authorities have implemented travel bans and restrictions, quarantines,
shelter-in-place
orders, business limitations and shutdowns and other measures to attempt to
contain the spread of the virus. Government recommendations and requirements are
continuing to change and there remains significant uncertainty as to the breadth
and duration of business disruptions related to
COVID-19,
as well as its impact on the global economy and consumer confidence. While we
are unable to accurately predict the full impact that
COVID-19
will have on our results from operations, financial condition, liquidity and
cash flows due to these uncertainties, our compliance with measures to contain
the spread of the virus has impacted our
day-to-day
operations and could disrupt our business and operations, as well as that of our
customers and consumer traffic to our marketplace for an indefinite period of
time. For example, we believe that immediately after
shelter-in-place
orders went into effect consumers performed fewer searches for insurance online.
To support the health and well-being of our employees, customers, partners and
communities, a majority of our employees continue to work remotely, however our
offices are open for use. While such disruptions have not had a material adverse
impact on our financial results through December 31, 2021, such disruptions may
impact consumer insurance shopping behavior. We continue to monitor and are
managing our operations for the ongoing impact of
COVID-19.

Factors Affecting Our Performance

We believe that our performance and future growth depend on a number of factors
that present significant opportunities for us but also pose risks and
challenges, including those discussed below and in the section titled "Risk
Factors."

Auto insurance industry risk


We derive a significant portion of our revenue from auto insurance providers and
our financial results depend on the performance of the auto insurance industry.
For example, in 2016, the U.S. commercial auto insurance industry experienced
its worst underwriting performance in 15 years, with higher loss ratios that
were driven by both adverse claim severity and frequency trends. As a result,
our auto insurance carrier customers reduced marketing spend and cost per sale
targets the following year, ultimately impacting our revenue growth in the auto
insurance vertical in 2017. More recently, and specifically starting in the
third quarter of 2021, the auto

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insurance industry has experienced similar challenges, which is impacting our
revenue growth in the auto insurance vertical. We believe this trend will
continue into 2022.

Expanding consumer traffic


Our success depends in part on the growth of our consumer traffic, as measured
by quote requests. We have historically increased consumer traffic to our
marketplace by expanding existing advertising channels and adding new channels
such as by engaging with consumers through our verified partner network. We plan
to continue to increase consumer traffic by leveraging the features and growing
data assets of our platform. While we plan to increase consumer traffic over the
long term, we also have the ability to decrease advertising, which would likely
result in a decrease in quote requests from consumers targeted by such
advertising, if we believe the revenue associated with such consumer traffic
does not result in incremental profit to our business. We have also increased
the number of quote requests acquired from our verified partner network. While
we plan to continue to increase the number of quote requests we acquire from our
verified partner network, our ability to acquire quote requests in significant
volume, at prices that are attractive, and that represent high-intent shoppers
that insurance providers will purchase referrals for will impact our
profitability.

Increasing the number of insurance providers and their respective spend in our
marketplace


Our success also depends on our ability to retain and grow our insurance
provider network. We have expanded both the number of insurance providers and
the spend per provider on our platform. While not a factor in our historical
increases in revenue per quote request, we believe we have an opportunity to
increase the number of referrals per quote request while increasing the bind
rate per quote request, which would allow us to increase our revenue at low
incremental cost.

Revenue per quote request


We seek to increase our revenue per quote request by attaining higher insurance
provider bids and by increasing the number of referrals per quote request.
Insurance provider bids are influenced by competition in our marketplace
auctions, the performance of our consumer referrals for insurance providers
relative to other consumer acquisition channels, as well as by market
conditions, insurance provider budgets and insurance providers' new customer
acquisition targets. Increases in revenue per quote request allow us to increase
advertising and consumer traffic to our marketplace while maintaining or
increasing variable marketing margin. We believe revenue per quote request will
decrease in the near term as a result of reduced marketing spend from our auto
insurance carrier customers.

Cost per quote request


We seek to efficiently acquire consumers by increasing the effectiveness of our
consumer advertising and insurance marketplace. Cost per quote request is
influenced by the cost and mix of advertising and the conversion rate of
marketplace visitors who request an insurance quote. While we seek to minimize
cost per quote request, we may incur increased cost per quote request in order
to achieve profitability at relative volumes of quote requests and revenue per
quote request. We believe cost per quote request will decrease in the near term
as a result of reduced marketing spend by the auto insurance industry.

Key Business Metrics


We regularly review a number of metrics, including GAAP operating results and
the key metrics listed below, to evaluate our business, measure our performance,
identify trends affecting our business, formulate financial projections, and
make operating and strategic decisions. Some of these metrics are
non-financial
metrics or are financial metrics that are not defined by GAAP.

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Adjusted EBITDA


We define Adjusted EBITDA as net income (loss), adjusted to exclude: stock-based
compensation expense, depreciation and amortization expense, acquisition-related
costs, legal settlement expense,
one-time
severance charges, interest income and the provision for (benefit from) income
taxes. Adjusted EBITDA is a non-GAAP financial measure that we present in this
Annual Report on Form 10-K to supplement the financial information we present on
a GAAP basis. We monitor and present Adjusted EBITDA because it is a key measure
used by our management and board of directors to understand and evaluate our
operating performance, to establish budgets and to develop operational goals for
managing our business. Adjusted EBITDA should not be considered in isolation
from, or as an alternative to, measures prepared in accordance with GAAP.
Adjusted EBITDA should be considered together with other operating and financial
performance measures presented in accordance with GAAP. Also, Adjusted EBITDA
may not necessarily be comparable to similarly titled measures presented by
other companies. For further explanation of the uses and limitations of this
measure and a reconciliation of Adjusted EBITDA to the most directly comparable
GAAP measure, net income (loss), please see "-Non GAAP Financial Measure".

Variable Marketing Margin


We define variable marketing margin, or VMM, as revenue, as reported in our
consolidated statements of operations and comprehensive loss, less advertising
costs (a component of sales and marketing expense, as reported in our statements
of operations and comprehensive loss). We use VMM to measure the efficiency of
individual advertising and consumer acquisition sources and to make
trade-off
decisions to manage our return on advertising. We do not use VMM as a measure of
profitability.

Quote Requests

Quote requests are consumer-initiated requests for an insurance quote that
result from a website form, telephones calls with a consumer, or other
interactions we have with consumers through third-party websites that result in
a revenue generating transaction.

Key Components of Our Results of Operations

Revenue


We generate our revenue primarily by selling consumer referrals to insurance
provider customers, consisting of carriers and agents, as well as to indirect
distributors. To simplify the quoting process for the consumer and improve
performance for the provider, we are able to provide consumer-submitted quote
request data along with each referral. We recognize revenue from consumer
referrals at the time of delivery. We support three secure consumer referral
formats:

  •   Clicks: An
      online-to-online
      referral, with a handoff of the consumer to the provider's website.



  •   Data: An
      online-to-offline
      referral, with quote request data transmitted to the provider for
      follow-up.



   •    Calls: An
        online-to-offline
        referral for outbound calls and an
        offline-to-offline

referral for inbound calls, with the consumer and provider connected by

phone.



We also generate less than 10% of our revenue from commission fees for the sale
of policies, primarily in our health and automotive verticals. We recognize
revenue based on our constrained estimate of commission payments we expect to
receive over the lifetime of the policies sold, which we refer to as constrained
lifetime values, or constrained LTVs, of commission payments. Commission revenue
is recognized upon satisfaction of our performance obligation, which we consider
to be submission of the policy application.

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For the periods presented, our total revenue consisted of revenue generated from
our automotive and other insurance verticals, which includes home and renters,
life and health insurance verticals, as follows:

                                Year Ended December 31,
                     2021                2020                2019
                                    (in thousands)
Automotive      $       330,928     $       283,236     $       212,300
Other                    87,587              63,699              36,511

Total Revenue   $       418,515     $       346,935     $       248,811



We expect a modest overall increase in revenue in 2022 as we anticipate
increases in commission revenue to be mostly offset by decreases in referral
revenue in our automotive vertical as a result of challenges in the automotive
insurance industry described above. We expect revenue to fluctuate from quarter
to quarter and, in particular, for our commission revenue to be impacted by the
open enrollment period and annual enrollment period in our health vertical.

Cost and Operating Expenses

Our cost and operating expenses consist of cost of revenue, sales and marketing,
research and development, and general and administrative expenses.


We allocate certain overhead expenses, such as rent, utilities, office supplies
and depreciation and amortization of general office assets, to cost of revenue
and operating expense categories based on headcount. As a result, an overhead
expense allocation is reflected in cost of revenue and each operating expense
category. Personnel-related costs included in cost of revenue and each operating
expense category include wages, fringe benefit costs and stock-based
compensation expense.

Cost of Revenue


Cost of revenue is comprised primarily of the costs of operating our marketplace
and delivering consumer referrals to our customers. These costs consist
primarily of technology service costs including hosting, software, data
services, and third-party call center costs. In addition, cost of revenue
includes depreciation and amortization of our platform technology assets and
personnel-related costs.

Sales and Marketing

Sales and marketing expenses consist primarily of advertising and marketing
expenditures as well as personnel-related costs for employees engaged in sales,
marketing, data analytics and consumer acquisition functions and amortization of
sales and marketing-related intangible assets. Advertising expenditures consist
of variable costs that are related to attracting consumers to our marketplace,
generating consumer quote requests, including the cost of quote requests we
acquire from our verified partner network, and promoting our marketplace to
carriers and agents. Advertising costs are expensed as incurred. Marketing costs
consist primarily of content and creative development, public relations,
memberships, and event costs. In order to continue to grow our business and
brand awareness, we expect that we will continue to commit substantial resources
to our sales and marketing efforts. We expect our sales and marketing expense
will increase in the near term, both as a percentage of revenue and in absolute
dollars, especially as we continue to expand our DTC agency. In the longer term,
we expect sales and marketing expense to decrease as a percentage of revenue due
to efficiencies of scale and improvements in our marketplace technology.

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Research and Development


Research and development expenses consist primarily of personnel-related costs
for software development and product management. We have focused our research
and development efforts on improving ease of use and functionality of our
existing marketplace platform and developing new offerings and internal tools.
We primarily expense research and development costs. Direct development costs
related to software enhancements that add functionality are capitalized and
amortized as a component of cost of revenue. We expect that research and
development expenses will increase as we continue to enhance and expand our
platform technology.

General and Administrative


General and administrative expenses consist of personnel-related costs and
related expenses for executive, finance, legal, human resources, technical
support and administrative personnel as well as the costs associated with
professional fees for external legal, accounting and other consulting services,
insurance premiums and payment processing and billing costs. We expect general
and administrative expenses to increase as we continue to incur the costs of
compliance associated with being a publicly traded company, including legal,
audit, insurance and consulting fees.

Acquisition-related

Acquisition-related costs include expenses associated with third-party
professional services we utilize for the evaluation and execution of
acquisitions as well as changes in the fair value of our contingent
consideration liabilities recorded as the result of our Eversurance and
PolicyFuel acquisitions.

Other Income (Expense)


Other income (expense) consists of interest income and other income (expense).
Interest income consists of interest earned on invested cash balances. Other
income (expense) consists of miscellaneous income (expense) unrelated to our
core operations.

Income Taxes

We have not recorded income tax benefits for the net losses we have incurred in
the years ended December 31, 2021 and 2020 or for our research and development
tax credits generated, as we believe, based upon the weight of available
evidence, that it is more likely than not that all of our net operating loss
carryforwards and tax credits will not be realized. As of December 31, 2021, we
had federal net operating loss carryforwards of $104.1 million, which may be
available to offset future taxable income, of which $9.0 million of the total
net operating loss carryforwards expire at various dates beginning in 2029,
while the remaining $95.1 million do not expire but are limited in their usage
to an annual deduction equal to 80% of annual taxable income. As of December 31,
2021, we had state net operating loss carryforwards of $87.5 million, which may
be available to offset future taxable income and expire at various dates
beginning in 2027. As of December 31, 2021, we also had federal and state
research and development tax credit carryforwards of $5.1 million and
$3.1 million, respectively, which may be available to reduce future tax
liabilities and expire at various dates beginning in 2030 and 2029,
respectively. During the year ended December 31, 2021, we released $2.5 million
of our valuation allowance related to the net deferred tax liability recorded as
a result of the PolicyFuel acquisition. We maintain a valuation allowance on our
overall net deferred tax asset as it is deemed more likely than not the net
deferred tax asset will not be realized.

Non-GAAP Financial
Measure

To supplement our consolidated financial statements presented in accordance with
GAAP and to provide investors with additional information regarding our
financial results, we present in this Annual Report on

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Form 10-K
adjusted EBITDA as a
non-GAAP financial
measure. Adjusted EBITDA is not based on any standardized methodology prescribed
by GAAP and is not necessarily comparable to similarly titled measures presented
by other companies.

Adjusted EBITDA
. We define adjusted EBITDA as our net income (loss), excluding the impact of
stock-based compensation expense; depreciation and amortization expense;
acquisition-related costs; legal settlement expense;
one-time
severance charges; interest income; and our provision for (benefit from) income
taxes. The most directly comparable GAAP measure to adjusted EBITDA is net
income (loss). We monitor and present in this Annual Report on
Form 10-K adjusted
EBITDA because it is a key measure used by our management and board of directors
to understand and evaluate our operating performance, to establish budgets and
to develop operational goals for managing our business. In particular, we
believe that excluding the impact of these expenses in calculating adjusted
EBITDA can provide a useful measure
for period-to-period comparisons
of our core operating performance.

We use adjusted EBITDA to evaluate our operating performance and trends and make
planning decisions. We believe adjusted EBITDA helps identify underlying trends
in our business that could otherwise be masked by the effect of the expenses
that we exclude in the calculation of adjusted EBITDA. Accordingly, we believe
that adjusted EBITDA provides useful information to investors and others in
understanding and evaluating our operating results, enhancing the overall
understanding of our past performance and future prospects.

Adjusted EBITDA is not prepared in accordance with GAAP and should not be
considered in isolation of, or as an alternative to, measures prepared in
accordance with GAAP. There are a number of limitations related to the use of
adjusted EBITDA rather than net income (loss), which is the most directly
comparable financial measure calculated and presented in accordance with GAAP.
Some of these limitations are:

• adjusted EBITDA excludes stock-based compensation expense as it has

recently been, and will continue to be for the foreseeable future, a

          significant
          recurring non-cash expense
          for our business;



      •   adjusted EBITDA excludes depreciation and amortization expense and,
          although this is
          a non-cash expense,

the assets being depreciated and amortized may have to be replaced in the

          future;



      •   adjusted EBITDA excludes acquisition-related costs that affect cash
          available to us and the change in fair value of
          non-cash
          contingent consideration;



      •   adjusted EBITDA excludes legal settlement expense that affected cash
          available to us;



      •   adjusted EBITDA excludes severance charges incurred and paid in the
          fourth quarter of 2021 related to our reduction in
          non-marketing operating
          expenses that affected cash available to us;


• adjusted EBITDA does not reflect the cash received from interest income

          on our investments, which affects the cash available to us;



      •   adjusted EBITDA does not reflect income tax expense (benefit) that
          affects cash available to us; and



      •   the expenses and other items that we exclude in our calculation of
          adjusted EBITDA may differ from the expenses and other items, if any,
          that other companies may exclude from adjusted EBITDA when they report
          their operating results.


In addition, other companies may use other measures to evaluate their
performance, all of which could reduce the usefulness of adjusted EBITDA as a
tool for comparison.


The following table reconciles adjusted EBITDA to net income (loss), the most
directly comparable financial measures calculated and presented in accordance
with GAAP.

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Reconciliation of Net Loss to Adjusted EBITDA:

                                               Year Ended December 31,
                                     2021                2020                2019
                                                    (in thousands)
Net loss                        $      (19,434 )    $      (11,202 )    $       (7,117 )
Stock-based compensation                30,020              24,179              12,721
Depreciation and amortization            5,072               3,350               2,186
Acquisition-related costs                1,065               2,258                   -
Legal settlement                             -                   -               1,227
Severance under a plan                     440                   -                   -
Interest income                            (37 )              (189 )              (669 )
Benefit from income taxes               (2,510 )                 -                   -

Adjusted EBITDA                 $       14,616      $       18,396      $        8,348



Results of Operations

The following tables set forth our results of operations for the periods shown:

                                                        Year Ended December 31,
                                              2021                2020                2019
                                                             (in thousands)
Statement of Operations Data:
Revenue(1)                               $      418,515      $      346,935 

$ 248,811


Cost and operating expenses(2):
Cost of revenue                                  23,949              21,373              15,903
Sales and marketing                             354,990             284,880             202,689
Research and development                         35,732              29,662              20,214
General and administrative                       24,703              20,444              16,827
Acquisition-related costs                         1,065               2,258                   -
Legal settlement                                      -                   -               1,227

Total cost and operating expenses               440,439             358,617             256,860

Loss from operations                            (21,924 )           (11,682 )            (8,049 )

Other income (expense):
Interest income                                      37                 189                 669
Other income (expense), net                         (57 )               291                 263

Total other income (expense), net                   (20 )               480                 932

Loss before income taxes                        (21,944 )           (11,202 )            (7,117 )
Benefit from income taxes                         2,510                   -                   -

Net loss                                 $      (19,434 )    $      (11,202 )    $       (7,117 )

Other Financial and Operational Data:
Quote requests                                   30,270              27,013              20,011
Variable marketing margin                $      129,553      $      108,642      $       73,316
Adjusted EBITDA(3)                       $       14,616      $       18,396      $        8,348



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(1) Comprised of revenue from the following distribution channels:



                                    Year Ended December 31,
                         2021                 2020                2019
Direct channels                  90 %                92 %                 94 %
Indirect channels                10 %                 8 %                  6 %

                                100 %               100 %                100 %



(2) Includes stock-based compensation expense as follows:



                                           Year Ended December 31,
                                  2021               2020               2019
                                                (in thousands)
Cost of revenue              $          363     $          361     $          193
Sales and marketing                  12,405             10,246              3,805
Research and development              9,551              7,751              3,967
General and administrative            7,701              5,821              4,756

                             $       30,020     $       24,179     $       12,721




(3) See
    "-Non-GAAP

Financial Measure" for information regarding our use of adjusted EBITDA as a

non-GAAP

financial measure and a reconciliation of adjusted EBITDA to its comparable

GAAP financial measure.

Comparison of the Years Ended December 31, 2021 and 2020

 Revenue:

               Year Ended December 31,                      Change
               2021               2020             Amount               %
                                 (dollars in thousands)
Revenue   $      418,515     $      346,935     $      71,580              20.6 %


Revenue increased by $71.6 million from $346.9 million for the year ended
December 31, 2020 to $418.5 million for the year ended December 31, 2021. The
increase in revenue was due to increases of $47.7 million and $23.9 million in
revenue from our automotive and other insurance marketplace verticals,
respectively. The increase in revenue from our automotive vertical was primarily
due to an increase in the volume of quote requests resulting from increased
advertising to attract consumers and to an increase in commission revenue of
$4.7 million. The increase in revenue from our other marketplace verticals was
primarily due to an increase of $14.9 million in commission revenue, primarily
in our health vertical, and an increase in revenue per quote request as a result
of increased demand for consumer referrals by our insurance providers.

Cost of Revenue

                            Year Ended December 31,                       Change
                            2021               2020              Amount              %
                                               (dollars in thousands)
Cost of revenue         $      23,949      $      21,373      $      2,576              12.1 %
Percentage of revenue             5.7 %              6.2 %



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Cost of revenue increased by $2.6 million from $21.4 million for the year ended
December 31, 2020 to $23.9 million for the year ended December 31, 2021. Cost of
revenue increased due primarily to increased third-party call center costs of
$2.5 million, which were primarily related to increased volume of call
referrals. Amortization of capitalized software costs increased by $0.4 million.

Sales and Marketing

                                       Year Ended December 31,                          Change
                                       2021                  2020             Amount               %
                                                           (dollars in thousands)

Sales and marketing expense $ 354,990 $ 284,880 $ 70,110

               24.6 %
Percentage of revenue                        84.8 %              82.1 %


Sales and marketing expenses increased by $70.1 million from $284.9 million for
the year ended December 31, 2020 to $355.0 million for the year ended
December 31, 2021. The increase in sales and marketing expense was primarily due
to an increase in advertising expenditures of $50.7 million and an increase in
personnel-related costs of $16.2 million. The increase in personnel-related
costs was primarily due to an increase in headcount, a significant portion of
which was in DTC agency. Personnel-related costs for the year ended December 31,
2021 included severance costs of $0.4 million. Personnel-related costs for the
years ended December 31, 2021 and 2020 included stock-based compensation expense
of $12.4 million and $10.2 million, respectively.

Research and Development

                                          Year Ended December 31,                           Change
                                        2021                   2020               Amount               %
                                                              (dollars in thousands)

Research and development expense $ 35,732 $ 29,662

    $       6,070               20.5 %
Percentage of revenue                          8.5 %                  8.5 %


Research and development expenses increased by $6.1 million from $29.7 million
for the year ended December 31, 2020 to $35.7 million for the year ended
December 31, 2021. The increase in research and development expense was
primarily due to an increase in personnel-related costs of $4.7 million as a
result of our continued hiring of research and development employees and a shift
towards hiring more senior personnel, to further develop and enhance our
marketplace websites and technology. Personnel-related costs for the years ended
December 31, 2021 and 2020 included stock-based compensation expense of
$9.6 million and $7.8 million, respectively. Technical service costs also
increased by $1.3 million for the year ended December 31, 2021 as compared to
the year ended December 31, 2020.

General and Administrative

                                            Year Ended December 31,                           Change
                                          2021                   2020               Amount               %
                                                                (dollars in thousands)

General and administrative expense $ 24,703 $ 20,444

     $       4,259               20.8 %
Percentage of revenue                            5.9 %                  5.9 %


General and administrative expenses increased by $4.3 million from $20.4 million
for the year ended December 31, 2020 to $24.7 million for the year ended
December 31, 2021. The increase in general and administrative expenses was
primarily due to an increase in personnel-related costs of $2.9 million and
increases in accounting fees and insurance costs of $0.5 million each.
Personnel-related costs for the years ended December 31, 2021 and 2020 included
stock-based compensation expense of $7.7 million and $5.8 million, respectively.

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Acquisition-related Costs


Acquisition-related costs for the years ended December 31, 2021 and 2020 were
$1.1 million and $2.3 million, respectively, and included costs for third-party
professional services we utilized for the evaluation and execution of our
completed acquisitions of $0.9 million and $0.5 million, respectively.
Acquisition-related costs also included the change in the fair value of our
contingent consideration liabilities recorded as the result of our acquisitions,
which were comprised of expenses of $0.2 million and $1.8 million for the years
ended December 31, 2021 and 2020, respectively.

Other Income (Expense)


Other income (expense), net was not significant for the year ended December 31,
2021. Other income (expense), net included sublease income of $0.3 million for
the year ended December 31, 2020. The sublease ended in 2020.

Benefit from Income Taxes


We recorded an income tax benefit of $2.5 million for the year ended
December 31, 2021 due to the release of a portion of our valuation allowance as
a result of the PolicyFuel acquisition. The net deferred tax liability recorded
for PolicyFuel primarily relates to the intangible assets recognized in purchase
accounting which are
non-deductible
for tax purposes and result in a deferred tax liability. The net deferred tax
liability is a source of income to support the recognition of a portion of our
existing deferred tax assets. Therefore, we recorded a tax benefit for the
release of a portion of our valuation allowance related to the net deferred tax
liability recorded in purchase accounting. We maintain a valuation allowance on
our overall net deferred tax asset as we deem it more likely than not that the
net deferred tax asset will not be realized.

Quote Requests

                       Year Ended December 31,                          Change
                       2021                 2020              Amount                %
                                      (in thousands except percentages)
Quote requests             30,270              27,013               3,257               12.1 %

Quote requests increased by 3.3 million for 2021 as compared to 2020 due to
increased spending on advertising.

Variable Marketing Margin

                                     Year Ended December 31,                           Change
                                     2021                 2020               Amount                %
                                                          (dollars in thousands)
Revenue                        $        418,515       $     346,935      $        71,580               20.6 %
Less: total advertising
expense (a component of
sales and marketing expense)            288,962             238,293

Variable marketing margin      $        129,553       $     108,642      $        20,911               19.2 %

Percentage of revenue                      31.0 %              31.3 %

The increase in variable marketing margin was due primarily to increased quote
requests and growth in our commissions revenue.

Comparison of the Years Ended December 31, 2020 and 2019

For a discussion of our results of operations for the year ended December 31,
2020
as compared to the year ended December 31, 2019,

see

Item 7. Management's Discussion and Analysis of Financial Condition and

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Results of Operations-Results of Operations-Comparison of the Years Ended
December 31, 2020 and 2019 included in our Annual Report on Form
10-K
for the fiscal year ended December 31, 2020.

Liquidity and Capital Resources

At December 31, 2021, our principal sources of liquidity were cash and cash
equivalents of $34.9 million and availability of $25.0 million under our
revolving line of credit. In February 2022, we completed a private placement of
shares of Class A common stock resulting in proceeds to us of $15.0 million.


Borrowings under our revolving line of credit are collateralized by
substantially all of our assets and property. Additionally, we are subject under
our revolving line of credit to affirmative and negative covenants to which we
will remain subject until maturity. These covenants include limitations on our
ability to incur additional indebtedness and engage in certain fundamental
business transactions, such as mergers or acquisitions of other businesses. As
of December 31, 2021, we were in compliance with these covenants. In addition,
we are required to maintain a minimum asset coverage ratio of 1.5 to 1
calculated as the sum of unrestricted cash and qualified accounts receivable
divided by borrowings outstanding under the revolving line of credit. Events of
default under our revolving line of credit include failure to make payments when
due, insolvency events, failure to comply with covenants and material adverse
events with respect to us. In the event of a default, the lender may declare all
borrowings immediately due and payable.

Since our inception, we have incurred operating losses and may continue to incur
losses in the foreseeable future. We anticipate that our operating expenses and
capital expenditures will increase substantially in the near term as we continue
to expand our DTC agency, hire additional employees and improve our technology
and infrastructure capabilities. Additionally, a significant portion of the
commission revenue we record will be collected over a multi-year time frame as
policyholders renew their policies, and we are paid commissions on those
renewals. As of December 31, 2021, $13.4 million of our $22.7 million
commissions receivable contract asset was classified as long term. We believe
our existing cash and cash equivalents will be sufficient to fund our operating
expenses and capital expenditure requirements for at least the next 12 months,
without considering the borrowing availability under our revolving line of
credit. Our future capital requirements may vary materially from those currently
planned and will depend on many factors, including our rate of revenue growth,
the timing and extent of spending on business initiatives, purchases of capital
equipment to support our growth, the expansion of sales and marketing
activities, expansion of our business through acquisitions or our investments in
complementary offerings, technologies or businesses, market acceptance of our
platform and overall economic conditions. If we do not achieve our revenue goals
as planned, we believe that we can reduce our operating costs. If we need
additional funds and are unable to obtain funding on a timely basis, we may need
to significantly curtail our operations in an effort to provide sufficient funds
to continue our operations, which could adversely affect our business prospects.

Cash Flows

The following table shows a summary of our cash flows:

                                                        Year Ended December 31,
                                          2021                   2020                    2019
                                                            (in thousands)
Net cash provided by operating
activities                         $            7,189      $          10,668      $            4,413
Net cash used in investing
activities                                    (18,817 )              (18,752 )                (2,975 )
Net cash provided by financing
activities                                      3,615                  4,907                   2,982
Effect of exchange rate changes
on cash, cash equivalents and
restricted cash                                    (6 )                   (7 )                     -

Net increase (decrease) in cash,
cash equivalents and restricted
cash                               $           (8,019 )    $          (3,184 )    $            4,420




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Net cash provided by operating activities


Operating activities provided $7.2 million and $10.7 million of cash during the
years ended December 31, 2021 and 2020, respectively. Cash provided by operating
activities in the year ended December 31, 2021 primarily resulted from the
offset of net
non-cash
charges of $32.8 million to our net loss of $19.4 million, partially offset by
net cash used by changes in our operating assets and liabilities of
$6.1 million. Net cash used by changes in our operating assets and liabilities
consisted primarily of a $10.9 million and $3.6 million increase in other assets
and prepaid expenses and other current assets, respectively, and a $1.3 million
decrease in accounts payable and accrued expenses and other current liabilities.
These amounts were partially offset by a $10.5 million decrease in accounts
receivable. Cash provided by operating activities in 2020 primarily resulted
from the offset of net
non-cash
charges of $29.4 million to our net loss of $11.2 million and net cash used by
changes in our operating assets and liabilities of $7.5 million. Net cash used
by changes in our operating assets and liabilities consisted primarily of a
$14.0 million increase in accounts receivable, partially offset by an aggregate
$5.3 million increase in accounts payable and accrued expenses and other current
liabilities and a $0.8 million increase in other long-term liabilities.

Changes in accounts receivable, accounts payable and accrued expenses and other
current liabilities were generally due to growth in our business, timing of
customer and vendor invoicing and payments. The change in other long-term
liabilities in 2020 was primarily due to the deferred payment of employer tax
remittances. Collection of commissions receivable, which are included in prepaid
expenses and other current assets and other assets depends upon the timing of
our receipt of commission payments from insurance carriers. A significant
portion of our commissions receivable asset is classified as long term.

Net cash used in investing activities


Net cash used in investing activities was $18.8 million for each of the years
ended December 31, 2021 and 2020. Net cash used in investing activities for the
years ended December 31, 2021 and 2020 included cash paid of $16.0 million and
$14.9 million to purchase PolicyFuel and Eversurance, respectively. Cash used in
investing activities for the years ended December 31, 2021 and 2020 also
consisted of cash used to acquire property and equipment, which included the
capitalization of software development costs. During the years ended
December 31, 2021 and 2020, we capitalized $2.3 million and $3.0 million,
respectively, of software development costs.

Net cash provided by financing activities

During the years ended December 31, 2021 and 2020, net cash provided by
financing activities was $3.6 million and $4.9 million, respectively, and
consisted of proceeds received from the exercise of common stock options.

For a discussion of our cash flows for the year ended December 31, 2019,

see

 Item 7. Management's Discussion and Analysis of Financial Condition and Results
of Operations-Liquidity and Capital Resources-Cash Flows included in our Annual
Report on Form
10-K
for the fiscal year ended December 31, 2020.

Contractual Obligations and Commitments


Our cash flows are dependent on a number of factors in addition to our
operational expenditures, including our contractual and other obligations. As a
result, our liquidity and capital resources in future periods should be analyzed
in conjunction with such factors.

We lease office space in Cambridge, Massachusetts under a
non-cancelable
operating lease that expires in September 2024. We lease office space at various
other locations under
non-cancelable
operating leases that expire at varying dates through 2030. As of December 31,
2021, we were obligated to make total minimum lease payments of $8.9 million
under such leases, of which $3.0 million is payable in 2022.

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We have outstanding agreements with various vendors for hosting and other
technical services. We believe that we will be able to fund these obligations
through our existing cash and cash equivalents.

Critical Accounting Policies and Significant Judgments and Estimates


Our consolidated financial statements are prepared in accordance with GAAP. The
preparation of our consolidated financial statements and related disclosures
requires us to make estimates and judgments that affect the reported amounts of
assets, liabilities, revenue, costs and expenses, and the disclosure of
contingent assets and liabilities in our consolidated financial statements. We
base our estimates on historical experience, known trends and events, and
various other factors that we believe are reasonable under the circumstances,
the results of which form the basis for making judgments about the carrying
values of assets and liabilities that are not readily apparent from other
sources. We evaluate our estimates and assumptions on an ongoing basis. Our
actual results may differ from these estimates under different assumptions or
conditions.

While our significant accounting policies are described in more detail in Note 2
to our audited consolidated financial statements, appearing in Part II of Item 8
of this Annual Report on Form
10-K,
we believe that the following accounting policies are those most critical to the
judgments and estimates used in the preparation of our consolidated financial
statements.

Goodwill and Acquired Intangible Assets


We record goodwill when consideration paid in a business acquisition exceeds the
value of the net assets acquired. Our estimates of fair value are based upon
assumptions believed to be reasonable at that time but that are inherently
uncertain and unpredictable. Assumptions may be incomplete or inaccurate, and
unanticipated events or circumstances may occur, which may affect the accuracy
or validity of such assumptions, estimates or actual results. During the
measurement period, which extends no later than one year from the acquisition
date, we may record certain adjustments to the carrying value of the assets
acquired and liabilities assumed with the corresponding offset to goodwill.
After the measurement period, all adjustments are recorded in the consolidated
statements of operations and comprehensive loss as operating expenses or income.
Our preliminary estimate of the fair value of specifically identifiable assets
acquired and liabilities assumed as of the date of acquisition of PolicyFuel is
subject to change upon finalizing our valuation analysis. We expect to finalize
our fair value estimates in the first half of 2022.

Goodwill is not amortized, but rather is tested for impairment annually, or more
frequently if facts and circumstances warrant a review, such as significant
underperformance of the business in relation to expectations, significant
negative industry or economic trends and significant changes or planned changes
in the use of the assets. We have determined that there is a single reporting
unit for the purpose of conducting our goodwill impairment assessment. We assess
both the existence of potential impairment and the amount of impairment loss by
comparing the fair value of the reporting unit with its carrying amount,
including goodwill. Intangible assets are recorded at their estimated fair
values at the date of acquisition. We amortize acquired intangible assets over
their estimated useful lives based on the pattern of consumption of the economic
benefits or, if that pattern cannot be readily determined, on a straight-line
basis. To date, we have not recorded any impairments of goodwill or acquired
intangible assets.

Valuation of Contingent Consideration


In connection with our acquisitions of Eversurance and PolicyFuel we agreed to
issue shares of Class A common stock to the former owners upon the achievement
of certain revenue targets. Achievement of revenue targets that will result in
the issuance of a variable number of shares of Class A common stock are
accounted for as a liability. We estimated the fair value of the shares of
Class A common stock issuable upon achievement of the targets as of the
acquisition date. We remeasure the fair value of the shares of Class A common
stock issuable at each subsequent reporting date until the liability is fully
settled. We use Monte Carlo simulation models in our estimates. The estimated
fair value of the contingent consideration is based upon available information
and

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certain assumptions, known at the time of our estimates, which management
believes are reasonable. Changes in the fair value of contingent consideration
related to updated assumptions and estimates are recognized as
acquisition-related costs.


We estimate the fair value of the maximum 58,754 shares of Class A common stock
issuable as contingent consideration upon achievement of certain Eversurance
revenue targets in 2023 using probability of achievement of the revenue target
(acquisition specific input) and the market value of our Class A common stock
(observable input). The fair value of our contingent consideration liability for
the Eversurance shares was $0.9 million and $2.2 million as of December 31, 2021
and 2020, respectively. The decrease in fair value of the contingent
consideration liability for the year ended December 31, 2021 was due to the
decrease in the market value of our Class A common stock during the year. A
hypothetical change in the market value of our Class A common stock of 10% would
change the fair value of our estimated liability as of December 31, 2021 by
$0.1 million.

We used a Monte Carlo simulation model in our estimates of the fair value of the
contingent consideration related to the PolicyFuel acquisition that will be
settled over the next three years. The most significant assumptions and
estimates utilized in the model include forecasted revenue (an acquisition
specific input) and the market value of our Class A common stock (an observable
input). Other assumptions utilized in the model include equity volatility,
revenue volatility and discount rate. The fair value of our contingent
consideration liability for the PolicyFuel shares was $3.8 million as of the
date of acquisition and $5.3 million as of December 31, 2021. The increase in
the fair value of the contingent consideration liability for the PolicyFuel
shares was primarily due to a change in estimate of forecasted revenue,
partially offset by the decrease in the market value of our Class A common stock
during the period. A hypothetical change of 10% in our estimate of the number of
shares of our Class A common stock to be released upon achievement of the
revenue targets, assuming no change to the market value of Class A common stock,
would change the fair value of our estimated liability as of December 31, 2021
by $0.4 million. A hypothetical change of 10% in the market value of our Class A
common stock, assuming no change to the estimated number of shares to be
released upon achievement of the revenue targets, would change the fair value of
our estimated liability as of December 31, 2021 by $0.3 million.

Revenue Recognition


We derive our revenue primarily by selling consumer referrals to our insurance
provider customers, including insurance carriers, agents and indirect
distributors. We also generate less than 10% of our revenue from commission fees
for the sale of policies, primarily in our health and automotive verticals. To
determine revenue recognition for arrangements that we determine are within the
scope of the revenue standard, we perform the following five steps: (i) identify
the contract(s) with a customer; (ii) identify the performance obligations in
the contract; (iii) determine the transaction price; (iv) allocate the
transaction price to the performance obligations in the contract; and
(v) recognize revenue when (or as) we satisfy a performance obligation.

We only apply the five-step model to contracts when collectability of the
consideration to which we are entitled in exchange for the goods or services we
transfer to the customer is determined to be probable. Amounts are recorded as
accounts receivable when our right to consideration is unconditional. We do not
assess whether a contract has a significant financing component if the
expectation at contract inception is that the period between payment by the
customer and the transfer of the promised goods or services to the customer will
be one year or less.

Referral Revenue

We recognize referral revenue when we satisfy our performance obligations by
delivering the referrals to our customers in an amount that reflects the
consideration to which we expect to be entitled in exchange for those referrals.

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Commission Revenue


Our commission revenue is primarily comprised of commissions from health
insurance carriers and, to a lesser extent, auto insurance carriers. Commission
revenue is comprised of the estimated constrained lifetime values, or the
constrained LTVs, of commission payments we expect to receive for selling an
insurance policy. Commission revenue is recognized upon satisfaction of our
performance obligation. We consider our performance obligation to be satisfied
upon submission of the policy application. Commission revenue represents less
than 10% of total revenue in each of the years ended December 31, 2021, 2020 and
2019.

We estimate commission revenue for each health insurance product by using a
portfolio approach to a group of policies by product type and the application
submission date of the relevant policy, which are referred to as "cohorts." Our
estimate of constrained LTVs is based on an analysis of historical commission
payment trends for relevant policies to establish an expected lifetime value and
incorporates management's judgment in interpreting those trends to calculate
LTVs and to apply constraints to such LTVs. Significant factors impacting
historical trends include carrier mix, average policy duration and conversion
rates of paying policies.

Commission revenue from auto insurance carriers is comprised of constrained LTVs
of commission payments we expect to receive for selling an insurance policy
based on the effective date of the policy. Our estimate of constrained LTVs is
based on an analysis of historical commission payment trends for relevant
policies to establish an expected lifetime value and incorporates management's
judgment in interpreting those trends to calculate LTVs and to apply constraints
to such LTVs. The most significant factor impacting historical trends is average
policy duration.

We apply a constraint to our estimated LTVs to only recognize the amount of
variable consideration that we believe is probable that we will be entitled to
receive and that will not be subject to a significant revenue reversal in the
future.

To the extent that commission payment trends change or the underlying factors
impacting commission payments change, our estimate of constrained LTVs could be
materially impacted. To the extent we make changes to our estimates of
constrained LTVs, we recognize any material impact of the change to commission
revenue in the reporting period in which the change is made, including revisions
of estimated lifetime commissions either below or in excess of previously
estimated constrained LTVs recognized as an adjustment to revenue and the
related contract asset. We have not recorded material adjustments to revenue or
commissions receivable resulting from changes to estimated LTVs. We recognize
revenue for new policies by applying the latest estimated constrained LTV for
that product.

Stock-Based Compensation

We measure stock options and other stock-based awards granted to employees,
non-employees
and directors based on their fair value on the date of the grant. We recognize
compensation expense of employee awards, net of estimated forfeitures, over the
requisite service period, which is generally the vesting period of the
respective award. We apply the straight-line method of expense recognition to
all employee awards with only service-based vesting conditions and apply the
graded-vesting method to all employee awards with both service-based and
performance-based vesting conditions, commencing when achievement of the
performance condition becomes probable. Compensation expense for nonemployee
awards is recognized in the same manner as if we had paid cash for the goods or
services received.

We estimate the fair value of stock options with service-based vesting or
performance-based vesting granted to employees,
non-employees
and directors using the Black-Scholes option-pricing model, which uses as inputs
the fair value of our common stock and assumptions we make for the volatility of
our common stock, the expected term of our common stock options, the risk-free
interest rate for a period that approximates the expected term of our common
stock options, and our expected dividend yield. We measure stock options with

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market-based

vesting based on the fair value on the date of grant using a Monte Carlo
simulation model. We estimate the fair value of each restricted stock unit, or
RSU, based on the market value of our common stock.


The fair value of performance-based RSUs that are liability classified will be
recorded as compensation expense based on the fair value of the number of shares
issued at vesting. Prior to vesting, compensation expense is recognized over the
period during which services are rendered, based on the performance conditions
deemed to be probable of achievement. At the end of each financial reporting
period prior to the vesting date, the fair value of these awards is remeasured
using the then-current fair value of our Class A common stock. For a description
of liability-classified performance-based RSUs refer to Note 10 of the Notes to
Consolidated Financial Statements.

Recently Issued Accounting Pronouncements


A description of recently issued accounting pronouncements that may potentially
impact our financial position and results of operations is disclosed in Note 2
to our audited consolidated financial statements appearing in Part II, Item 8 of
this Annual Report on Form
10-K.

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