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MEDIAALPHA, INC. Management’s discussion and analysis of financial condition and results of operations (form 10-Q)


The following discussion and analysis of our financial condition and results of
operations should be read together with our unaudited consolidated financial
statements and related notes included in Part I, Item 1 of this Quarterly Report
on Form 10-Q.

This discussion, particularly information with respect to our future results of
operations or financial condition, business strategy and plans, and objectives
of management for future operations, includes forward-looking statements that
involve risks and uncertainties as described under the heading "Cautionary
Statement Regarding Forward-Looking Statements" in this Quarterly Report on Form
10-Q. You should review the disclosure under the heading "Risk Factors" in Part
II, Item 1A of this Quarterly Report on Form 10-Q for a discussion of important
factors that could cause our actual results to differ materially from those
anticipated in these forward-looking statements.

Management overview


Our mission is to help insurance carriers and distributors target and acquire
customers more efficiently and at greater scale through technology and data
science. Our technology platform brings together leading insurance carriers and
high-intent consumers through a real-time, transparent, and results-driven
ecosystem. We believe we are the largest online customer acquisition channel in
our core verticals of property & casualty ("P&C") insurance, health insurance,
and life insurance, supporting $762 million in Transaction Value across our
platform over the twelve-month period ended September 30, 2022.

We have multi-faceted relationships with top-tier insurance carriers and
distributors. A buyer or a demand partner within our ecosystem is generally an
insurance carrier or distributor seeking to reach high-intent insurance
consumers. A seller or a supply partner is typically an insurance carrier
looking to maximize the value of non-converting or low LTV consumers, or an
insurance-focused research destination or other financial website looking to
monetize high-intent users on their websites. For the twelve-month period ended
September 30, 2022, the websites of our diversified group of supply partners and
our proprietary websites drove an average of 7.8 million Consumer Referrals on
our platform each month.

We generate revenue by earning a fee for each Consumer Referral sold on our
platform. A transaction becomes payable upon a qualifying consumer action, such
as a click, call or lead, and is not contingent on the sale of a product to the
consumer.

We believe in the disruptive power of transparency. Traditionally, insurance
customer acquisition platforms operated in a black box. We recognized that a
consumer may be valued differently by one insurer versus another; therefore,
insurers should be able to determine pricing granularly based on the value that
a particular customer segment is expected to bring to their business. As a
result, we developed a technology platform that powers an ecosystem where buyers
and sellers can transact with full transparency, control, and confidence,
aligning the interests of the parties participating on our platform.

We believe our technology is a key differentiator and a powerful driver of our
performance. We maintain deep, custom integrations with partners representing
the majority of our Transaction Value, which enable automated, data-driven
processes that optimize our partners' customer acquisition spend and revenue.
Through our platform, our insurance carrier partners can target and price across
over 35 separate consumer attributes to manage customized acquisition
strategies.

Key factors affecting our business

Revenue


We believe that our future performance will depend on many factors, including
those described below and in Part I, Item 1A "Risk Factors" in our 2021 Annual
Report on Form 10-K.

Secular trends in the insurance industry


Our technology platform was created to serve and grow with our core insurance
end markets. We believe secular trends in the insurance industry are critical
drivers of our revenue and will continue to provide strong tailwinds for our
business over the long term. Customer acquisition spending by insurance carriers
is growing over time, and as more consumers shop for insurance online,
direct-to-consumer marketing, which fuels our revenue, has become the fastest
growing insurance distribution channel. As mass-market customer acquisition
becomes more costly, insurance carriers and distributors are increasingly
focusing on optimizing customer acquisition spend, which is at the core of the
service we deliver on our platform. As long as these secular trends persist, we
expect digital insurance customer acquisition spending to continue to grow over
time, and we believe we are well-positioned to benefit from this growth.
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Transaction Value


Transaction Value from Open Marketplace transactions is a direct driver of our
revenue, while Transaction Value from Private Marketplace transactions is an
indirect driver of our revenue (see "Key business and operating metrics" below).
Transaction Value on our platform declined to $146.7 million and $568.6 million
for the three and nine months ended September 30, 2022, respectively, from
$255.1 million and $774.1 million for the three and nine months ended September
30, 2021, respectively, due primarily to a decrease in customer acquisition
spending by P&C insurance carriers in response to reductions in underwriting
profitability. We have developed multi-faceted, deeply integrated partnerships
with insurance carriers and distributors, who are often both buyers and sellers
on our platform. We believe the versatility and breadth of our offerings,
coupled with our focus on high-quality products, provide significant value to
insurance carriers and distributors, leading many of them to use our platform as
their central hub for broadly managing digital customer acquisition and
monetization, and resulting in strong retention rates. For the three and nine
months ended September 30, 2022, 90% and 96% of total insurance Transaction
Value executed on our platform, respectively, came from demand partner
relationships in existence during 2021.

Our demand and supply partners


We retain and attract demand partners by finding high-quality sources of
Consumer Referrals to make available to our demand partners. We seek to develop,
acquire and retain relationships with high-quality supply partners by developing
flexible platforms to enable our supply partners to maximize their revenue,
manage their demand side relationships in scalable and flexible ways and focus
on long-term sustainable economics with respect to revenue share. Our
relationships with our partners are deep and longstanding and involve most of
the top-tier insurance carriers in the industry. In terms of buyers, during the
nine months ended September 30, 2022, 15 of the top 20 largest auto insurance
carriers by customer acquisition spend were on our platform.

Consumer Referrals


Our results depend in large part on the number of Consumer Referrals purchased
on our platform. The aggregate number of consumer clicks, calls and leads
purchased by insurance buyers on our platform declined to 21.1 million and 68.1
million for the three and nine months ended September 30, 2022, respectively,
from 25.3 million and 72.7 million for the three and nine months ended September
30, 2021, respectively. We seek to increase the number and scale of our supply
relationships and drive consumers to our proprietary properties through a
variety of paid traffic acquisition sources. We are investing in diversifying
our paid media sources to extend beyond search engine marketing, which has
historically represented the bulk of our paid media spend, into other online
media sources, including native, social, and display advertising.

Seasonality


Our results are subject to fluctuations as a result of seasonality. In
particular, our property & casualty insurance vertical is typically
characterized by seasonal strength in our quarters ending March 31 due to a
greater supply of Consumer Referrals and higher customer acquisition budgets
during the start of the year, and to seasonal weakness in our quarters ending
December 31 due to a lower supply of Consumer Referrals available on a
cost-effective basis and lower customer acquisition budgets from some buyers
during those quarters. Our health insurance vertical is typically characterized
by seasonal strength in our quarters ending December 31 due to open enrollment
periods for health insurance and annual enrollment for Medicare during those
quarters, with a material increase in consumer search volume for health products
and a related increase in buyer customer acquisition budgets.

Cyclicality


Our results are also subject to fluctuations as a result of business cycles
experienced by companies in the insurance industry. These cycles in the auto
insurance industry are characterized by periods of "soft" market conditions,
when carriers are profitable and are focused on increasing capacity and building
market share, and "hard" market conditions, when carriers are experiencing lower
or even negative underwriting profits and are seeking to increase their premium
rates to improve their profitability. As our demand partners in these industries
go through these market cycles, they often increase their customer acquisition
spending during soft markets and reduce it during hard markets, causing their
relative demand for Consumer Referrals from our platform to increase and
decrease accordingly. We believe that the auto insurance industry is currently
in a "hard" market due to higher than expected underwriting losses, and that
many P&C insurance carriers are reducing their customer acquisition spending
until they can increase their premium rates, the timing of which is difficult to
predict.
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Regulations


Our revenue and earnings may fluctuate from time to time as a result of federal,
state, international and industry-based laws, directives and regulations and
developing standards with respect to the enforcement of those regulations. Our
business is affected directly because we operate websites, conduct telemarketing
and email marketing and collect, process, store, share, disclose, transfer and
use consumer information and other data. Our business is affected indirectly as
our clients adjust their operations as a result of regulatory changes and
enforcement activity within their industries. For example, the California
Consumer Privacy Act ("CCPA"), became effective on January 1, 2020 and will be
amended by the California Privacy Rights Act ("CPRA"), which becomes effective
January 1, 2023, and number of other states, including Colorado, Connecticut,
Utah, and Virginia, have enacted or are considering similar laws, all of which
may affect our business. While it is unclear how this new legislation may be
modified or how certain provisions will be interpreted, the effects of this
legislation are potentially significant, and may require us to modify our data
processing practices and policies and incur substantial compliance-related costs
and expenses. In addition, we are licensed as an insurance broker in all 50
states and the District of Columbia, making us subject to certain insurance laws
and regulations. For a description of laws and regulations to which we are
generally subject, see Item 1 "Business" and Item 1A "Risk Factors." in our 2021
Annual Report on Form 10-K.

In addition, we are impacted by the regulation of the insurance carriers with
whom we do business. In most states, insurance carriers are required to obtain
approval of their premium rates from the regulatory authority in such states.
The timing of such approval process, as well as the willingness of insurance
regulators to approve rate increases, can impact the profitability of new
policies and the level of customer acquisition spending by carriers in a given
period, which in turn can cause fluctuations in our revenue and earnings.

COVID-19


While the COVID-19 pandemic has changed the physical working environment of the
substantial majority of our workforce to working primarily from home, it has
otherwise caused only minor disruptions to our business operations with a
limited impact on our operating results. Our Travel vertical is largely driven
by consumer spending on airfare, hotels, rentals and other travel products. As a
result of COVID-19, we have experienced a dramatic decline in revenue from the
Travel vertical and expect this trend to continue for the foreseeable future.
For the three and nine months ended September 30, 2022, revenue from the Travel
vertical comprised approximately 4.5% and 3.5%,respectively, of our total
revenue as compared with pre-pandemic revenue of 11.1% and 12.3% for the three
and nine months ended September 30, 2019, respectively, of our total revenue for
2019. While we have sought to maintain our commercial relationships in the
Travel vertical and remain positioned to capitalize on transactions in the
Travel vertical when travel activity resumes, we do not expect that revenue from
the Travel vertical will match our historical results or have any material
impact on our overall revenue or profitability for the foreseeable future. In
addition, supply chain disruptions and cost increases caused by the pandemic,
global inflationary pressures, and geopolitical conditions have contributed to
higher-than-expected property and casualty insurance claims costs, which has led
many carriers to continue to reduce their customer acquisition spending to
preserve their profitability. These reductions continue to impact revenue from
our P&C insurance vertical, and the duration and extent of this impact are
difficult to estimate beyond the fourth quarter of 2022.

Key components of our results of operations

Revenue

We operate primarily in the P&C insurance, health insurance and life insurance
verticals and generate revenue through the purchase and sale of Consumer
Referrals.


The price and amount of Consumer Referrals purchased and sold on our platform
vary based on a number of market conditions and consumer attributes, including
(i) geographic location of consumers, (ii) demographic attributes of consumers,
(iii) the source of Consumer Referrals and quality of conversion by source,
(iv) buyer bids and (v) buyer demand and budget.

In our Open Marketplace transactions, we have control over the Consumer
Referrals that are sold to our demand partners. In these arrangements, we have
separate agreements with suppliers and demand partners. Suppliers are not a
party to the contractual arrangements with our demand partners, nor are the
suppliers the beneficiaries of our demand partner agreements. We generate
revenue from the sale of consumer referrals from our demand partners and
separately pay (i) a revenue share to suppliers and (ii) a fee to internet
search companies to drive consumers to our proprietary websites. We are the
principal in the Open Marketplace transactions. As a result, the fees paid by
demand partners for Consumer Referrals are recognized as revenue and the fees
paid to suppliers are included in cost of revenue.
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With respect to our Private Marketplace transactions, buyers and suppliers
contract with one another directly and leverage our platform to facilitate
transparent, real-time transactions utilizing the reporting and analytical tools
available to them from use of our platform. We charge the supplier a platform
fee on the Consumer Referrals transacted. We act as an agent in the Private
Marketplace transactions and recognize revenue for the platform fee received,
which is a negotiated percentage of the Transaction Value of such transactions.
There are no other payments made by us to suppliers in our Private Marketplace.

Costs and operating expenses

Costs and operating expenses consist primarily of cost of revenue, sales and
marketing expenses, product expenses and general and administrative expenses.

Cost of revenue

Our cost of revenue is comprised primarily of revenue share payments to
suppliers and traffic acquisition costs paid to top tier search engines and
social media platforms, as well as telephony infrastructure costs, internet and
hosting costs, and merchant fees, and include salaries, wages and benefits,
including non-cash equity-based compensation, and other expenses including
allocated portion of rent and facilities expenses.

Sales and marketing


Sales and marketing expenses consist primarily of an allocation of personnel
expenses for employees engaged in demand side and supply side business
development, marketing and media acquisition activities, and include salaries,
wages and benefits, including non-cash equity-based compensation. Sales and
marketing expenses also include costs related to attracting partners to our
platform, including marketing and promotions, tradeshows and related travel and
entertainment expenses. Sales and marketing expenses also include an allocated
portion of rent and facilities expenses and depreciation and amortization
expense.

Product development

Product development expenses consist primarily of an allocation of personnel
expenses for employees engaged in technology, engineering and product
development and include salaries, wages and benefits, including non-cash
equity-based compensation. Product development expenses also include an
allocated portion of rent and facilities expenses and depreciation and
amortization expense.

General and administrative


General and administrative expenses consist primarily of an allocation of
personnel expenses for executive, finance, legal, human resources, and business
analytics employees, and include salaries, wages and benefits, including
non-cash equity-based compensation. General and administrative expenses also
include professional services and an allocated portion of rent and facilities
expenses and depreciation and amortization expense and any change in fair value
of contingent consideration.

Interest expense

Interest expense consists primarily of interest expense associated with
outstanding borrowings under our loan and security agreements and the
amortization of deferred financing costs associated with these arrangements.

Provision for income taxes


MediaAlpha, Inc. is taxed as a corporation and pays corporate federal, state and
local taxes on income allocated to it from QLH based upon MediaAlpha, Inc.'s
economic interest held in QLH. QLH is treated as a pass-through partnership for
income tax reporting purposes and is not subject to federal income tax. Instead,
QLH's taxable income or loss is passed through to its members, including
MediaAlpha, Inc, pro-rata to their ownership interest in QLH. Accordingly, as
our ownership interest in QLH increases, our share of the taxable income (loss)
of QLH also increases. As of September 30, 2022, our ownership interest in QLH
was 69.1%.

Net income (loss) attributable to Non-controlling interest
Net income (loss) is attributed to non-controlling interests in accordance with
QLH's limited liability company agreement. We allocate a share of the net income
(loss) incurred subsequent to the Reorganization Transactions to the non-
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controlling interest holders pro-rata to their ownership interest in QLH. The
non-controlling interests balance represents the Class B-1 units, substantially
all of which are held by Insignia and the Senior Executives.

Operating results for the three months ended September 30, 2022 and 2021


The following table sets forth our operating results in absolute dollars and as
a percentage of revenue for the three months ended September 30, 2022 and 2021:

                                                                                Three months ended
                                                                                   September 30,
(in thousands)                                                    2022                                       2021
Revenue                                           $     89,017                100.0  %       $    152,749                100.0  %
Costs and operating expenses
Cost of revenue                                         76,343                 85.8  %            128,081                 83.9  %
Sales and marketing                                      6,853                  7.7  %              5,624                  3.7  %
Product development                                      5,291                  5.9  %              3,757                  2.5  %
General and administrative                              11,105                 12.5  %             15,352                 10.1  %
Total costs and operating expenses                      99,592                111.9  %            152,814                100.0  %
(Loss) from operations                                 (10,575)               (11.9) %                (65)                 0.0  %
Other expenses, net                                      8,602                  9.7  %                316                  0.2  %
Interest expense                                         2,593                  2.9  %              1,765                  1.2  %
Total other expense, net                                11,195                 12.6  %              2,081                  1.4  %
(Loss) before income taxes                             (21,770)               (24.5) %             (2,146)                (1.4) %
Income tax (benefit) expense                              (544)                (0.6) %              2,125                  1.4  %
Net (loss)                                        $    (21,226)               (23.8) %       $     (4,271)                (2.8) %
Net (loss) attributable to non-controlling
interest                                                (6,740)                (7.6) %               (737)                (0.5) %
Net (loss) attributable to MediaAlpha, Inc.       $    (14,486)               (16.3) %       $     (3,534)                (2.3) %
Net (loss) per share of Class A common
stock
-Basic                                            $      (0.34)$      (0.09)
-Diluted                                          $      (0.34)$      (0.10)
Weighted average shares of Class A common
stock outstanding
-Basic                                              42,210,186                                 38,416,723
-Diluted                                            42,210,186                                 61,190,185


Revenue

The following table presents our revenue, disaggregated by vertical, for the
three months ended September 30, 2022 and 2021, and the dollar and percentage
changes between the two periods:

                                                 Three Months                                                Three Months
                                                    Ended                                                        Ended
                                                September 30,                                                September 30,
(dollars in thousands)                               2022                 $                   %                  2021
Property & Casualty insurance                   $   43,844$ (61,260)               (58.3) %       $  105,104
Percentage of total revenue                           49.3   %                                                     68.8  %
Health insurance                                    33,393                (660)                (1.9) %       $   34,053
Percentage of total revenue                           37.5   %                                                     22.3  %
Life insurance                                       6,977                (512)                (6.8) %       $    7,489
Percentage of total revenue                            7.8   %                                                      4.9  %
Other                                                4,803              (1,300)               (21.3) %       $    6,103
Percentage of total revenue                            5.4   %                                                      4.0  %
Revenue                                         $   89,017             (63,732)               (41.7) %       $  152,749


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The decrease in P&C insurance revenue for the three months ended September 30,
2022, compared with the three months ended September 30, 2021, was due to a
decrease in customer acquisition spending by certain insurance carriers to
address profitability concerns caused by higher-than-expected automobile repair
and replacement costs and overall inflationary pressures and certain carriers
and supply partners shifting their transactions with each other from our Open
Marketplace to our Private Marketplace due to lower platform fees for our
Private Marketplace, which are recognized on a net revenue basis. The auto
insurance industry began to experience a cyclical downturn in the second half of
2021, with many P&C insurance carriers experiencing lower than expected
underwriting profitability, leading them to reduce marketing budget allocations
to our channel. We are currently unable to predict the duration of this cyclical
downturn or its impact on our revenue from the P&C insurance vertical, or our
profitability, beyond the fourth quarter of 2022.

The decrease in health insurance revenue for the three months ended September
30, 2022, compared with the three months ended September 30, 2021, was driven by
reduced customer acquisition spending in our marketplaces by Medicare insurance
partners due to weakened demand, offset in part by additional revenue of $2.2
million during the three months ended September 30, 2022 as a result of the CHT
acquisition. In addition, revenue from this vertical during the three months
ended September 30, 2021 was positively impacted by a special extended
enrollment period during such period, which did not repeat in the current
quarter.

The decrease in life insurance revenue for the three months ended September 30,
2022, compared with the three months ended September 30, 2021, was driven by a
continued reduction in customer shopping for life insurance as concerns related
to COVID-19 eased.

The decrease in other revenue for the three months ended September 30, 2022,
compared with the three months ended September 30, 2021, was driven primarily by
lower revenue from our consumer finance vertical due to a reduction in mortgage
and refinancing activity caused by rising interest rates. In addition, revenue
from our education vertical decreased to $0.0 million during the three months
ended September 30, 2022 from $0.5 million during the three months ended
September 30, 2021. Revenue from the education vertical is not material to our
operations, and we have fully exited the vertical during the third quarter of
2022.

Cost of revenue

The following table presents our cost of revenue for the three months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                               Three Months Ended                                  Three Months Ended
(dollars in thousands)         September 30, 2022          $             %         September 30, 2021
Cost of revenue               $         76,343        $ (51,738)      (40.4) %    $         128,081
Percentage of revenue                     85.8   %                                             83.9  %


The decrease in cost of revenue for the three months ended September 30, 2022,
compared with the three months ended September 30, 2021, was driven primarily by
lower revenue share payments to suppliers due to the overall decrease in
revenue, offset in part by an increase in equity-based compensation expense and
an increase in personnel-related costs due to the employees added as a result of
the CHT acquisition.

Sales and marketing

The following table presents our sales and marketing expenses for the three
months ended September 30, 2022 and 2021, and the dollar and percentage changes
between the two periods:

                               Three Months Ended                                Three Months Ended
(dollars in thousands)         September 30, 2022         $            %         September 30, 2021
Sales and marketing           $           6,853       $ 1,229        21.9  %    $           5,624
Percentage of revenue                       7.7  %                                            3.7  %

The increase in sales and marketing expenses for the three months ended
September 30, 2022, compared with the three months ended September 30, 2021, was
due primarily to an increase in equity-based compensation expense of $0.5
million
and an increase in amortization expense of $0.8 million related to
intangible assets arising from our acquisition of CHT.

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Product development


The following table presents our product development expenses for the three
months ended September 30, 2022 and 2021, and the dollar and percentage changes
between the two periods:

                               Three Months Ended                                Three Months Ended
(dollars in thousands)         September 30, 2022         $            %         September 30, 2021
Product development           $           5,291       $ 1,534        40.8  %    $           3,757
Percentage of revenue                       5.9  %                                            2.5  %

The increase in product development expenses for the three months ended
September 30, 2022, compared with the three months ended September 30, 2021, was
due primarily to an increase in equity-based compensation expense of
$0.8 million and an increase in personnel-related costs of $0.6 million
resulting from planned headcount additions to continue to enhance our
technology.

General and administrative


The following table presents our general and administrative expenses for the
three months ended September 30, 2022 and 2021, and the dollar and percentage
changes between the two periods:

                                 Three Months Ended                                 Three Months Ended
(dollars in thousands)           September 30, 2022         $             %         September 30, 2021
General and administrative      $         11,105        $ (4,247)      (27.7) %    $         15,352
Percentage of revenue                       12.5   %                                           10.1   %


The decrease in general and administrative expenses for the three months ended
September 30, 2022, compared with the three months ended September 30, 2021, was
due primarily to a gain of $3.7 million recorded on remeasurement of the
contingent consideration related to CHT in the three months ended September 30,
2022 as the fair value declined due to lower projected revenue and gross profit
targets for CHT, and to professional and accounting fees as we incurred higher
costs during the three months ended September 30, 2021 offset in part by an
increase in equity-based compensation expense of $1.5 million.

Equity-based compensation


The following table presents our equity-based compensation expense that was
included in costs and operating expenses for the three months ended September
30, 2022 and 2021, and the dollar and percentage changes between the two
periods:

                                 Three Months Ended                                 Three Months Ended
(dollars in thousands)           September 30, 2022          $            %         September 30, 2021
Cost of revenue                 $               999      $   552       123.5  %    $               447
Sales and marketing                           2,477          521        26.6  %                  1,956
Product development                           2,426          824        51.4  %                  1,602
General and administrative                    8,698        1,505        20.9  %                  7,193
Total                           $            14,600      $ 3,402        30.4  %    $            11,198


The increase in equity-based compensation expense for the three months ended
September 30, 2022, compared with the three months ended September 30, 2021, was
driven primarily by expenses related to additional restricted stock units
granted to employees as part of the annual incentive process and to restricted
stock units granted to the employees added in connection with our acquisition of
CHT.

Amortization

The following table presents our amortization of intangible asset expense that
was included in costs and operating expenses for the three months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:
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                                 Three Months Ended                               Three Months Ended
(dollars in thousands)           September 30, 2022         $           %         September 30, 2021

Sales and Marketing             $             1,550      $ 804       107.8  %    $               746

General and administrative                      154        154       100.0  %                      -
Total                           $             1,704      $ 958       128.4  %    $               746


The increase in amortization expense for the three months ended September 30,
2022, compared with the three months ended September 30, 2021 was driven by the
amortization of intangible assets arising from our acquisition of CHT.

Other expenses, net


The following table presents our other expenses for the three months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                               Three Months Ended                                  Three Months Ended
(dollars in thousands)         September 30, 2022         $             %          September 30, 2021
Other expenses, net           $           8,602       $ 8,286       2,622.2  %    $           316
Percentage of revenue                       9.7  %                                            0.2    %


The increase in other expenses for the three months ended September 30, 2022,
compared with the three months ended September 30, 2021, was driven primarily by
an impairment charge of $8.6 million during the three months ended September 30,
2022 related to a cost method investment, offset in part by $0.8 million of
expense incurred during the three months ended September 30, 2021 to settle
certain claims made by the Attorney General's Office of the State of Washington.

Interest expense


The following table presents our interest expense for the three months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                               Three Months Ended                              Three Months Ended
(dollars in thousands)         September 30, 2022        $           %         September 30, 2021
Interest expense              $           2,593       $ 828        46.9  %    $           1,765
Percentage of revenue                       2.9  %                                          1.2  %



The increase in interest expense for the three months ended September 30, 2022,
compared with the three months ended September 30, 2021, was driven by an
increase in the interest rate payable on amounts borrowed under the 2021 Credit
Facility and the interest on amounts drawn on our 2021 Revolving Credit Facility
to fund a portion of the consideration for our acquisition of CHT, offset in
part by by the impact of a lower outstanding balance on the 2021 Term Loan
Facility.

Income tax (benefit) expense


The following table presents our income tax (benefit) expense for the three
months ended September 30, 2022 and 2021, and the dollar and percentage changes
between the two periods:

                                                                                                                          Three Months
                                                                                                                             Ended
                                                     Three Months Ended                                                  September 30,
(dollars in thousands)                               September 30, 2022              $                    %                   2021
Income tax (benefit) expense                        $           (544)           $  (2,669)               (125.6) %       $     2,125
Percentage of revenue                                           (0.6)   %                                                        1.4  %


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For the three months ended September 30, 2022, we recorded an income tax benefit
of $0.5 million resulting from our effective tax rate of 2.5%, which differed
from the U.S. federal statutory rate of 21%, due primarily to nondeductible
equity-based compensation, losses associated with non-controlling interests not
taxable to us, state taxes, and other nondeductible permanent items. For the
three months ended September 30, 2021, we recorded an income tax expense of $2.1
million resulting from our effective tax rate of (99.0)%, which differed from
the U.S. federal statutory rate of 21%, due primarily to nondeductible
equity-based compensation, state taxes, income not taxable to us associated with
the non-controlling interest, and the impact of tax benefits associated with
equity-based awards.

Operating results for the nine months ended September 30, 2022 and 2021


The following table sets forth our operating results in absolute dollars and as
a percentage of revenue for the nine months ended September 30, 2022 and 2021:

                                                                                 Nine Months Ended
                                                                                   September 30,
(in thousands)                                                    2022                                       2021
Revenue                                           $    335,065                100.0  %       $    483,690                100.0  %
Costs and operating expenses
Cost of revenue                                        285,149                 85.1  %            407,566                 84.3  %
Sales and marketing                                     22,034                  6.6  %             16,739                  3.5  %
Product development                                     16,168                  4.8  %             10,917                  2.3  %
General and administrative                              40,569                 12.1  %             44,686                  9.2  %
Total costs and operating expenses                     363,920                108.6  %            479,908                 99.2  %
(Loss) income from operations                          (28,855)                (8.6) %              3,782                  0.8  %
Other expenses, net                                      8,123                  2.4  %                337                  0.1  %
Interest expense                                         5,908                  1.8  %              6,303                  1.3  %
Total other expense, net                                14,031                  4.2  %              6,640                  1.4  %
(Loss) before income taxes                             (42,886)               (12.8) %             (2,858)                (0.6) %
Income tax expense                                       1,210                  0.4  %              1,636                  0.3  %
Net (loss)                                        $    (44,096)               (13.2) %       $     (4,494)                (0.9) %
Net (loss) attributable to non-controlling
interest                                               (13,395)                (4.0) %             (1,038)                (0.2) %
Net (loss) attributable to MediaAlpha, Inc.       $    (30,701)                (9.2) %       $     (3,456)                (0.7) %
Net (loss) per share of Class A common
stock
-Basic and diluted                                $      (0.74)$      (0.09)

Weighted average shares of Class A common
stock outstanding
-Basic and diluted                                  41,592,783                                 36,426,270


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Revenue


The following table presents our revenue, disaggregated by vertical, for the
nine months ended September 30, 2022 and 2021, and the dollar and percentage
changes between the two periods:

                                                Nine months ended                                                 Nine months ended
(dollars in thousands)                          September 30, 2022             $                   %              September 30, 2021
Property & Casualty insurance                   $    188,869$ (151,112)               (44.4) %       $    339,981
Percentage of total revenue                             56.4     %                                                        70.3     %
Health insurance                                     108,665                  5,028                  4.9  %       $    103,637
Percentage of total revenue                             32.4     %                                                        21.4     %
Life insurance                                        21,049                 (1,872)                (8.2) %       $     22,921
Percentage of total revenue                              6.3     %                                                         4.7     %
Other                                                 16,482                   (669)                (3.9) %       $     17,151
Percentage of total revenue                              4.9     %                                                         3.5     %
Revenue                                         $    335,065               (148,625)               (30.7) %       $    483,690


The decrease in P&C insurance revenue for the nine months ended September 30,
2022, compared with the nine months ended September 30, 2021, was due to a
decrease in customer acquisition spending by certain insurance carriers to
address profitability concerns caused by higher-than-expected automobile repair
and replacement costs and overall inflationary pressures and certain carriers
and supply partners shifting their transactions with each other from our Open
Marketplace to our Private Marketplace due to lower platform fees for our
Private Marketplace, which are recognized on a net revenue basis. The auto
insurance industry began to experience a cyclical downturn in the second half of
2021, with many P&C insurance carriers experiencing lower than expected
underwriting profitability, leading them to reduce marketing budget allocations
to our channel. We are currently unable to predict the duration of this cyclical
downturn or its impact on our revenue from the P&C insurance vertical, or our
profitability, beyond the fourth quarter of 2022.

The increase in health insurance revenue for the nine months ended September 30,
2022, compared with the nine months ended September 30, 2021, was driven by
increased customer acquisition spending in our marketplaces by health insurance
carriers and brokers, and an increased supply of customer referrals to our
marketplaces by our supply partners and our proprietary websites due to the
increased demand including increased revenue from our health insurance vertical
during the first quarter of 2022 due to extended Open and Annual Enrollment
periods for fiscal 2021, which typically end by December 15th, were extended
until January 15, 2022, as well as by the addition of $3.8 million of revenue
during the nine months ended September 30, 2022 as a result of the CHT
acquisition. These increases were offset in part by reduced customer acquisition
spending in our marketplaces by Medicare insurance partners in the second and
third quarters of 2022.

The decrease in life insurance revenue for the nine months ended September 30,
2022, compared with the nine months ended September 30, 2021, was driven by a
decrease in customers shopping for life insurance as concerns related to
COVID-19 eased.

The decrease in other revenue for the nine months ended September 30, 2022,
compared with the nine months ended September 30, 2021, was driven primarily by
our exit of the education vertical during the third quarter of 2022 as well as a
decline in revenue from our consumer finance vertical due to a reduction in
mortgage and refinancing activity caused by rising interest rates. These
declines were offset in part by an increase in our travel vertical, due to the
easing of concerns related to COVID-19, and to the addition of revenue generated
from the credit vertical of CHT, which the Company exited during the second
quarter of 2022. Revenue from our education vertical decreased to $0.9 million
during the nine months ended September 30, 2022 from $1.5 million during the
nine months ended September 30, 2021. Revenue from the education vertical is not
material to our operations, and we have fully exited the vertical during the
third quarter of 2022.
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Cost of revenue


The following table presents our cost of revenue for the nine months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                                                       Nine months ended                                                 Nine months ended
(dollars in thousands)                                 September 30, 2022             $                   %              September 30, 2021
Cost of revenue                                        $    285,149$ (122,417)               (30.0) %       $    407,566
Percentage of revenue                                          85.1     %                                                        84.3     %


The decrease in cost of revenue for the nine months ended September 30, 2022,
compared with the nine months ended September 30, 2021, was driven by lower
revenue share payments to suppliers due to the overall decrease in revenue and a
higher proportion of transactions in our Private Marketplace, which are recorded
on a net revenue basis, offset in part by an increase in equity-based
compensation expense and an increase in personnel-related costs due to the
employees added as a result of the CHT acquisition.

Sales and marketing


The following table presents our sales and marketing expenses for the nine
months ended September 30, 2022 and 2021, and the dollar and percentage changes
between the two periods:

                                                        Nine months ended                                                Nine months ended
(dollars in thousands)                                  September 30, 2022            $                   %              September 30, 2021
Sales and marketing                                     $     22,034$   5,295                 31.6  %       $     16,739
Percentage of revenue                                            6.6     %                                                        3.5     %


The increase in sales and marketing expenses for the nine months ended September
30, 2022, compared with the nine months ended September 30, 2021, was due
primarily to an increase in equity-based compensation expense of $2.3 million,
an increase in personnel-related costs of $1.5 million resulting from planned
headcount additions, and an increase in amortization expense of $1.5 million
related to the amortization of intangible assets arising from our acquisition of
CHT.

Product development

The following table presents our product development expenses for the nine
months ended September 30, 2022 and 2021, and the dollar and percentage changes
between the two periods:

                                                        Nine months ended                                                Nine months ended
(dollars in thousands)                                  September 30, 2022            $                   %              September 30, 2021
Product development                                     $     16,168$   5,251                 48.1  %       $     10,917
Percentage of revenue                                            4.8     %                                                        2.3     %


The increase in product development expenses for the nine months ended September
30, 2022, compared with the nine months ended September 30, 2021, was due
primarily to an increase in equity-based compensation expense of $2.7 million
and an increase in personnel-related costs of $2.1 million resulting from
planned headcount additions to continue to enhance our technology.

General and administrative


The following table presents our general and administrative expenses for the
nine months ended September 30, 2022 and 2021, and the dollar and percentage
changes between the two periods:

                                                         Nine months ended                                                Nine months ended
(dollars in thousands)                                   September 30, 2022            $                   %              September 30, 2021
General and administrative                               $     40,569$  (4,117)                (9.2) %       $     44,686
Percentage of revenue                                            12.1     %                                                        9.2     %


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The decrease in general and administrative expenses for the nine months ended
September 30, 2022, compared with the nine months ended September 30, 2021, was
due primarily to gain of $6.6 million recorded on remeasurement of the
contingent consideration related to CHT as the fair value declined due to lower
projected revenue and gross profit targets for CHT and to legal, professional
and accounting fees as we incurred higher costs during the nine months ended
September 30, 2021, offset in part by an increase in equity-based compensation
expense of $4.5 million and an increase in personnel-related costs of $1.0
million resulting from planned headcount additions.

Equity-based compensation


The following table presents our equity-based compensation expense that was
included in costs and operating expenses for the nine months ended September 30,
2022 and 2021, and the dollar and percentage changes between the two periods:

                                                           Nine months                                                    Nine months
                                                         ended September                                                ended September
(dollars in thousands)                                       30, 2022                $                   %                  30, 2021
Cost of revenue                                          $       2,637$   1,348                104.6  %       $       1,289
Sales and marketing                                              7,951              2,312                 41.0  %               5,639
Product development                                              7,321              2,722                 59.2  %               4,599
General and administrative                                      26,307              4,513                 20.7  %              21,794
Total                                                    $      44,216$  10,895                 32.7  %       $      33,321


The increase in equity-based compensation expense for the nine months ended
September 30, 2022, compared with the nine months ended September 30, 2021, was
driven primarily by expenses related to additional restricted stock units
granted to employees as part of the annual incentive process and restricted
stock units granted to the employees added in connection with our acquisition of
CHT.

Amortization

The following table presents our amortization of intangible asset expense that
was included in costs and operating expenses for the nine months ended September
30, 2022 and 2021, and the dollar and percentage changes between the two
periods:

                                                         Nine months ended                                               Nine months ended
                                                           September 30,                                                   September 30,
(dollars in thousands)                                         2022                   $                   %                    2021

Sales and Marketing                                      $        3,758$   1,520                 67.9  %       $        2,238

General and administrative                                          306                306                100.0  %                    -
Total                                                    $        4,064$   1,826                 81.6  %       $        2,238


The increase in amortization expense for the nine months ended September 30,
2022, compared with the nine months ended September 30, 2021, was related to
intangible assets arising from our acquisition of CHT.

Other expenses, net


The following table presents our other expenses for the nine months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                                                         Nine months ended                                                    Nine months ended
(dollars in thousands)                                   September 30, 2022             $                    %                September 30, 2021
Other expenses, net                                     $       8,123$   7,786               2,310.4  %       $          337
Percentage of revenue                                             2.4      %                                                           0.1       %


The increase in other expenses, net for the nine months ended September 30,
2022, compared with the nine months ended September 30, 2021, was driven
primarily by an impairment charge of $8.6 million during the nine months ended
September 30, 2022 related to a cost method investment, offset in part by
$0.8 million of expense incurred during the nine months ended September 30, 2021
to settle certain claims made by the Attorney General's Office of the State of
Washington.
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Interest expense


The following table presents our interest expense for the nine months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                                                         Nine months ended                                                  Nine months ended
(dollars in thousands)                                   September 30, 2022             $                   %               September 30, 2021
Interest expense                                        $       5,908$    (395)                (6.3) %       $       6,303
Percentage of revenue                                             1.8      %                                                         1.3      %


The decrease in interest expense for the nine months ended September 30, 2022,
compared with the nine months ended September 30, 2021, was driven by a lower
interest rate on the 2021 Credit Facility resulting from the refinancing of our
2020 Credit Facilities offset by the interest on amounts drawn on our 2021
Revolving Credit Facility to fund a portion of the consideration for our
acquisition of CHT.

Income tax expense


The following table presents our income tax expense for the nine months ended
September 30, 2022 and 2021, and the dollar and percentage changes between the
two periods:

                                                         Nine months ended                                                  Nine months ended
(dollars in thousands)                                   September 30, 2022             $                   %               September 30, 2021
Income tax expense                                      $       1,210$    (426)               (26.0) %       $       1,636
Percentage of revenue                                             0.4      %                                                         0.3      %


For the nine months ended September 30, 2022, we recorded an income tax expense
of $1.2 million resulting from our effective tax rate of (2.8)%, which differed
from the U.S. federal statutory rate of 21%, due primarily to nondeductible
equity-based compensation, losses associated with non-controlling interests not
taxable to us, state taxes, and other nondeductible permanent items. For the
nine months ended September 30, 2021, we recorded an income tax expense of $1.6
million resulting from our effective tax rate of (57.2)% which differed from the
U.S. federal statutory rate of 21%, due primarily to nondeductible equity-based
compensation, state taxes, income not taxable to us associated with the
non-controlling interest, nondeductible transaction costs associated with the
Secondary Offering and the impact of tax benefits associated with equity-based
awards.

Key business and operating metrics


In addition to traditional financial metrics, we rely upon certain business and
operating metrics that are not presented in accordance with GAAP to estimate the
volume of spending on our platform, estimate and recognize revenue, evaluate our
business performance and facilitate our operations. Such business and operating
metrics should not be considered in isolation from, or as an alternative to,
measures presented in accordance with GAAP and should be considered together
with other operating and financial performance measures presented in accordance
with GAAP. Also, such business and operating metrics may not necessarily be
comparable to similarly titled measures presented by other companies.

Adjusted EBITDA


We define "Adjusted EBITDA" as net income excluding interest expense, income tax
benefit (expense), depreciation expense on property and equipment, amortization
of intangible assets, as well as equity-based compensation expense and certain
other adjustments as listed in the table below. Adjusted EBITDA is a non-GAAP
financial measure that we present 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 to understand and evaluate our operating
performance, to establish budgets and to develop operational goals for managing
our business. We believe that 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 calculations 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. In addition,
presenting Adjusted EBITDA provides investors with a metric to evaluate the
capital efficiency of our business.

Adjusted EBITDA is not presented in accordance with GAAP and should not be
considered in isolation of, or as an alternative to, measures presented in
accordance with GAAP. There are a number of limitations related to the use of
Adjusted

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EBITDA rather than net income, which is the most directly comparable financial
measure calculated and presented in accordance with GAAP. These limitations
include the fact that Adjusted EBITDA excludes interest expense on debt, income
tax benefit (expense), equity-based compensation expense, depreciation and
amortization, and certain other adjustments that we consider useful information
to investors and others in understanding and evaluating our operating results.
In addition, other companies may use other measures to evaluate their
performance, including different definitions of "Adjusted EBITDA," which could
reduce the usefulness of our Adjusted EBITDA as a tool for comparison.

The following table reconciles Adjusted EBITDA with net (loss), the most
directly comparable financial measure calculated and presented in accordance
with GAAP, for the three and nine months ended September 30, 2022 and 2021.


                                                         Three months ended                     Nine months ended
                                                           September 30,                          September 30,
(in thousands)                                        2022                2021               2022               2021
Net (loss)                                        $  (21,226)$  (4,271)$ (44,096)$  (4,494)
Equity-based compensation expense                     14,600             11,198             44,216             33,321
Interest expense                                       2,593              1,765              5,908              6,303
Income tax (benefit) expense                            (544)             2,125              1,210              1,636
Depreciation expense on property and
equipment                                                 98                 99                295                272
Amortization of intangible assets                      1,704                746              4,064              2,238
Transaction expenses(1)                                  106              1,152                636              3,883
Employee-related costs(2)                                  -                270                  -                619
SOX implementation costs(3)                                -                348                110                797
Fair value adjustment to contingent
consideration(4)                                      (3,746)                 -             (6,591)                 -
Impairment of cost method investment                   8,594                  -              8,594                  -
Settlement costs(5)                                        -                800                  -                800
Changes in TRA related liability(6)                       13               (448)              (577)              (604)
Changes in Tax Indemnification
Receivable(7)                                            (15)                 -                (44)               147
Settlement of federal and state income tax
refunds(8)                                                 -                  -                 92                  -
Adjusted EBITDA                                   $    2,177$  13,784$  13,817$  44,918

(1)Transaction expenses consist of $0.1 million and $0.6 million of legal,
accounting and other consulting fees incurred by us for the three and nine
months ended September 30, 2022, respectively, in connection with the
acquisition of CHT. For the three and nine months ended September 30, 2021,
transaction expenses consist of $1.2 million and $3.9 million for legal,
accounting, and other consulting fees in connection with the Secondary Offering
and other registration statements, and the refinancing of our 2020 Credit
Facilities, respectively.

(2)Employee-related costs include $0.3 million and $0.5 million of expenses
incurred by us for the three and nine months ended September 30, 2021,
respectively, for amounts payable to recruiting firms in connection with the
hiring of certain executive officers to support our operation as a
publicly-reporting company.


(3)SOX implementation costs consist of $0 and $0.1 million of expenses incurred
by us for the three and nine months ended September 30, 2022, respectively, and
$0.3 million and $0.8 million of expenses for the three and nine months ended
September 30, 2021, respectively, for third-party consultants to assist us with
the development, implementation, and documentation of new and enhanced internal
controls and processes for compliance with SOX Section 404(b) for 2021.

(4)Fair value adjustment to contingent consideration consists of $3.7 million
and $6.6 million of gain for the three and nine months ended September 30, 2022,
respectively, in connection with the remeasurement of the contingent
consideration for the acquisition of CHT as of September 30, 2022.

(5)Settlement costs include $0.8 million of expenses incurred by us for the
three and nine months ended September 30, 2021, to settle certain claims made by
the Attorney General’s Office of the State of Washington.

(6)Changes in TRA related liability consist of immaterial expenses and
$0.6 million of income for the three and nine months ended September 30, 2022,
respectively, and $0.4 million and $0.6 million of income for the three and

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nine months ended September 30, 2021, respectively, due to a change in the
estimated future state tax benefits and other changes in the estimate resulting
in reductions of the TRA liability.


(7)Changes in Tax Indemnification Receivable consists of immaterial income
incurred by us for the three and nine months ended September 30, 2022, and
$0.1 million of expenses incurred by us for the nine months ended September 30,
2021, related to a reduction in the tax indemnification receivable recorded in
connection with the Reorganization Transactions. The reduction also resulted in
a benefit of the same amount which has been recorded within income tax (benefit)
expense.

(8)Settlement of federal and state tax refunds consist of $0 and $0.1 million of
expense incurred by us for the three and nine months ended September 30, 2022,
respectively, related to a payment to White Mountains for state tax refunds for
the period prior to the Reorganization Transaction related to 2020 tax returns.
The settlement also resulted in a benefit of the same amount which has been
recorded within income tax (benefit) expense.

Contribution and Contribution Margin


We define "Contribution" as revenue less revenue share payments and online
advertising costs, or, as reported in our consolidated statements of operations,
revenue less cost of revenue (i.e., gross profit), as adjusted to exclude the
following items from cost of revenue: equity-based compensation; salaries,
wages, and related costs; internet and hosting costs; amortization;
depreciation; other services; and merchant-related fees. We define "Contribution
Margin" as Contribution expressed as a percentage of revenue for the same
period. Contribution and Contribution Margin are non-GAAP financial measures
that we present to supplement the financial information we present on a GAAP
basis. We use Contribution and Contribution Margin to measure the return on our
relationships with our supply partners (excluding certain fixed costs), the
financial return on and efficacy of our online advertising costs to drive
consumers to our proprietary websites, and our operating leverage. We do not use
Contribution and Contribution Margin as measures of overall profitability. We
present Contribution and Contribution Margin because they are used by our
management and board of directors to manage our operating performance, including
evaluating our operational performance against budget and assessing our overall
operating efficiency and operating leverage. For example, if Contribution
increases and our headcount costs and other operating expenses remain steady,
our Adjusted EBITDA and operating leverage increase. If Contribution Margin
decreases, we may choose to re-evaluate and re-negotiate our revenue share
agreements with our supply partners, to make optimization and pricing changes
with respect to our bids for keywords from primary traffic acquisition sources,
or to change our overall cost structure with respect to headcount, fixed costs
and other costs. Other companies may calculate Contribution and Contribution
Margin differently than we do. Contribution and Contribution Margin have their
limitations as analytical tools, and you should not consider them in isolation
or as substitutes for analysis of our results presented in accordance with GAAP.

The following table reconciles Contribution with gross profit, the most directly
comparable financial measure calculated and presented in accordance with GAAP,
for the three and nine months ended September 30, 2022 and 2021:

                                                        Three months ended                     Nine months ended
                                                           September 30,                         September 30,
(in thousands)                                        2022               2021               2022               2021
Revenue                                           $  89,017$ 152,749$ 335,065$ 483,690
Less cost of revenue                                (76,343)          (128,081)          (285,149)          (407,566)
Gross profit                                         12,674             24,668             49,916             76,124
Adjusted to exclude the following (as
related to cost of revenue):
Equity-based compensation                               999                447              2,637              1,289
Salaries, wages, and related                            989                501              2,679              1,523
Internet and hosting                                    126                105                349                315
Other expenses                                          189                104                531                323
Depreciation                                             12                  7                 30                 22
Other services                                          492                300              1,598                847
Merchant-related fees                                    40                 56                 99                286
Contribution                                         15,521             26,188             57,839             80,729
Gross margin                                           14.2  %            16.1  %            14.9  %            15.7  %
Contribution Margin                                    17.4  %            17.1  %            17.3  %            16.7  %


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Transaction Value


We define "Transaction Value" as the total gross dollars transacted by our
partners on our platform. Transaction Value is a driver of revenue, with
differing revenue recognition based on the economic relationship we have with
our partners. Our partners use our platform to transact via Open and Private
Marketplace transactions. In our Open Marketplace model, Transaction Value is
equal to revenue recognized and revenue share payments to our supply partners
represent costs of revenue. In our Private Marketplace model, revenue recognized
represents a platform fee billed to the demand partner or supply partner based
on an agreed-upon percentage of the Transaction Value for the Consumer Referrals
transacted, and accordingly there are no associated costs of revenue. We utilize
Transaction Value to assess revenue and to assess the overall level of
transaction activity through our platform. We believe it is useful to investors
to assess the overall level of activity on our platform and to better understand
the sources of our revenue across our different transaction models and
verticals.

The following table presents Transaction Value by platform model for the three
and nine months ended September 30, 2022 and 2021:

                                                  Three months ended              Nine months ended
                                                    September 30,                   September 30,
(dollars in thousands)                           2022            2021            2022            2021
Open Marketplace transactions                $  86,279$ 147,800$ 324,008$ 469,670
Percentage of total Transaction Value             58.8  %         57.9  %         57.0  %         60.7  %
Private Marketplace transactions                60,438         107,290         244,592         304,410
Percentage of total Transaction Value             41.2  %         42.1  %         43.0  %         39.3  %
Total Transaction Value                      $ 146,717$ 255,090$ 568,600$ 774,080

The following table presents Transaction Value by vertical for the three and
nine months ended September 30, 2022 and 2021:

                                                  Three months ended              Nine months ended
                                                    September 30,                   September 30,
(dollars in thousands)                           2022            2021            2022            2021
Property & Casualty insurance                $  83,165$ 175,375$ 343,179$ 535,448
Percentage of total Transaction Value             56.7  %         68.8  %         60.4  %         69.2  %
Health insurance                                46,190          48,692         152,839         146,275
Percentage of total Transaction Value             31.5  %         19.1  %         26.9  %         18.9  %
Life insurance                                  11,580          13,361          36,438          41,736
Percentage of total Transaction Value              7.9  %          5.2  %          6.4  %          5.4  %
Other                                            5,782          17,662          36,144          50,621
Percentage of total Transaction Value              3.9  %          6.9  %          6.4  %          6.5  %
Total Transaction Value                      $ 146,717$ 255,090$ 568,600$ 774,080


Consumer Referrals

We define "Consumer Referral" as any consumer click, call or lead purchased by a
buyer on our platform. Click revenue is recognized on a pay-per-click basis and
revenue is earned and recognized when a consumer clicks on a listed buyer's
advertisement that is presented subsequent to the consumer's search (e.g., auto
insurance quote search or health insurance quote search). Call revenue is earned
and recognized when a consumer transfers to a buyer and remains engaged for a
requisite duration of time, as specified by each buyer. Lead revenue is
recognized when we deliver data leads to buyers. Data leads are generated either
through insurance carriers, insurance-focused research destination websites or
other financial websites that make the data leads available for purchase through
our platform, or when consumers complete a full quote request on our proprietary
websites. Delivery occurs at the time of lead transfer. The data we generate
from each Consumer Referral feeds into our analytics model to generate
conversion probabilities for each unique consumer, enabling discovery of
predicted return and cost per sale across the platform and helping us to improve
our platform technology. We monitor the number of Consumer Referrals on our
platform in order to measure Transaction Value, revenue and overall business
performance across our verticals and platform models.
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The following table presents the percentages of total Transaction Value
generated from clicks, calls and leads for the three and nine months ended
September 30, 2022 and 2021:

                  Three months ended                 Nine months ended
                     September 30,                     September 30,
                   2022              2021             2022             2021
Clicks                  76.7  %     80.1  %               77.9  %     81.4  %
Calls                   15.1  %      8.4  %               12.7  %      7.7  %
Leads                    8.2  %     11.6  %                9.4  %     10.9  %


Segment information

We operate in the United States and in a single operating segment. Operating
segments are defined as components of an enterprise about which separate
financial information is available that is evaluated regularly by the chief
operating decision maker, or decision-making group, in deciding how to allocate
resources and in assessing performance. Our chief operating decision maker is
our chief executive officer, who reviews financial information presented on a
consolidated basis for purposes of allocating resources and evaluating financial
performance. No expense or operating income is evaluated at a segment level. Our
acquisition of CHT did not create any additional segments as our chief executive
officer continues to review financial information and allocate resources on a
consolidated basis. Since we operate in one operating segment and reportable
segment, all required financial segment information can be found in the
consolidated financial statements.

Liquidity and capital resources

Overview


Our principal sources of liquidity are our cash flows generated from operations.
Our principal uses of cash include funding of our operations, interest payments,
and mandatory principal payments on our long-term debt. As of September 30, 2022
and December 31, 2021, our cash and cash equivalents totaled $30.2 million and
$50.6 million, respectively.

We believe that our current sources of liquidity, which include cash flow
generated from operations, cash and funds available under the 2021 Credit
Facilities, will be sufficient to meet our projected operating and debt service
requirements, and to continue to comply with our financial covenants under the
2021 Credit Facilities, for at least the next 12 months. To the extent that our
current liquidity is insufficient to fund future activities or we do not remain
in compliance with our financial covenants under the 2021 Credit Facilities, we
may need to negotiate amendments to or waivers of the terms of such credit
facilities, refinance our debt, or raise additional capital. Our business is
seasonal and cyclical in nature and these trends, if continued for a long period
of time, could impact the cash flows generated from operations, requiring us to
draw on our available borrowing capacity under the 2021 Revolving Credit
Facility or raise additional funds in the short term. During the second half of
2021, the auto insurance industry began to experience a cyclical downturn, as
supply chain disruptions and cost increases caused by the pandemic and overall
inflationary pressures contributed to higher-than-expected P&C insurance claims
costs, which led many carriers to reduce their customer acquisition spending to
preserve their profitability. These reductions continue to impact revenue from
our P&C insurance vertical and we are currently unable to estimate their impact
beyond the fourth quarter of 2022. We have historically not used funds available
under our credit facilities to fund our operations and payments under the credit
facilities.

On April 1, 2022, we closed the acquisition of substantially all of the assets
of Customer Helper Team, LLC ("CHT") for cash consideration of $49.7 million at
closing, plus contingent consideration of up to $20.0 million based on CHT's
achievement of revenue and profitability targets for the two successive 12-month
periods following the closing. We funded the transaction in part by drawing
$25.0 million under the 2021 Revolving Credit Facility and the balance from cash
on hand as of the closing. We expect to be able to pay the contingent
consideration, if any, from our cash balances. During the three months ended
September 30, 2022 we repaid $15.0 million under the 2021 Revolving Credit
Facility.

On March 14, 2022, our Board of Directors approved the repurchase of shares of
our Class A common stock having an aggregate value of up to $5.0 million from
time to time in open market transactions at prevailing market prices or by other
means in accordance with federal securities laws. The Company completed the
repurchase program during the three months ended September 30, 2022. The
repurchases were financed from our cash balances. During the three and nine
months ended September 30, 2022, we repurchased 134,147 shares and 455,297
shares of Class A common stock for aggregate consideration of $1.6 million and
$5.0 million, respectively.
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We may in the future engage in additional merger and acquisition or other
activities, including share repurchases, that could require us to draw on our
existing credit facilities or may need to raise additional capital through the
sale of equity securities or through debt financing arrangements. If we raise
additional funds by issuing equity securities, the ownership of our existing
stockholders will be diluted. The incurrence of additional debt financing would
result in debt service obligations, and any future instruments governing such
debt could provide for operating and financing covenants that could restrict our
operations. Our material cash requirements include our long-term debt, operating
lease obligations, liabilities under the TRA, and any contingent consideration
payable in connection with our acquisition of CHT.

Cash Flows


The following table presents a summary of our cash flows for the nine months
ended September 30, 2022 and 2021, and the dollar and percentage changes between
the periods:

                                                  Nine months                                                  Nine months ended
                                                ended September                                                  September 30,
(dollars in thousands)                             30, 2022                $                    %                    2021

Net cash provided by operating activities $ 34,738$ 28,062

                 420.3  %       $        6,676

Net cash (used in) investing activities $ (49,770)$ (49,202)

              8,662.3  %       $         (568)

Net cash (used in) financing activities $ (5,324)$ (4,963)

              1,374.8  %       $         (361)


Operating activities


Cash flows provided by operating activities were $34.7 million for the nine
months ended September 30, 2022, compared with $6.7 million for the nine months
ended September 30, 2021. The increase resulted from lower working capital usage
due primarily to the timing of our payables and higher working capital usage in
2020 and 2021 driven primarily by growth in our business and non-recurring
transactions, offset in part by the higher net loss during the nine months ended
September 30, 2022.

Investing activities

Cash flows used in investing activities were $49.8 million for the nine months
ended September 30, 2022, compared with $0.6 million for the nine months ended
September 30, 2021. The increase resulted primarily from the payment of cash
consideration for our acquisition of CHT, which closed on April 1, 2022.

Financing activities


Cash flows used in financing activities were $5.3 million for the nine months
ended September 30, 2022, compared with $0.4 million for the nine months ended
September 30, 2021. The increase was due to principal payments on the 2021 Term
Loan Facility and payments made under the share repurchase program, offset in
part by the net amounts drawn on the 2021 Revolving Credit Facility to fund a
portion of the consideration for the CHT acquisition.

Senior secured credit facilities

2021 Credit Facilities


On July 29, 2021, we entered into an amendment (the "First Amendment") to the
2020 Credit Agreement (as amended by the First Amendment, the "Amended Credit
Agreement"). The Amended Credit Agreement provides for a new senior secured term
loan facility in an aggregate principal amount of $190.0 million (the "2021 Term
Loan Facility"), the proceeds of which were used to refinance all of the
$186.4 million of the existing 2020 Term Loan Facility outstanding and the
unpaid interest thereof as of the date of the First Amendment, to pay fees
related to these transactions, and to provide cash for general corporate
purposes, and a new senior secured revolving credit facility with commitments in
an aggregate amount of $50.0 million (the "2021 Revolving Credit Facility" and,
together with the 2021 Term Loan Facility, the "2021 Credit Facilities"), which
replaced the 2020 Revolving Credit Facility. Our obligations under the 2021
Credit Facilities are guaranteed by QLH and secured by substantially all assets
of QLH and QuoteLab, LLC.

Borrowings under the 2021 Credit Facilities bear interest at a rate equal to, at
our option, the London Interbank Offered Rate plus an applicable margin, with a
floor of 0.00%, or base rate plus an applicable margin. The applicable margins
will be based on our consolidated total net leverage ratio as calculated under
the terms of the Amended Credit Agreement (the
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"Leverage Ratio") for the prior fiscal quarter and range from 2.00% to 2.75%
with respect to the London interbank offered rate and from 1.00% to 1.75% with
respect to the base rate.

Loans under the 2021 Credit Facilities will mature on July 29, 2026. Loans under
the 2021 Term Loan Facility will amortize quarterly, beginning with the first
business day after December 31, 2021 and ending with June 30, 2026, by an amount
equal to 1.25% of the aggregate outstanding principal amount of the term loans
initially made. The 2021 Revolving Credit Facility does not require amortization
of principal and will mature on July 29, 2026.

As of September 30, 2022, we had $180.3 million of outstanding borrowings, net
of deferred debt issuance costs of $2.6 million, and $10.0 million under the
2021 Term Loan Facility and 2021 Revolving Credit Facility, respectively.

Tax receivables agreement


Our purchases (through Intermediate Holdco) of Class B-1 units from certain
unitholders in connection with the IPO, as well as exchanges of Class B-1 units
subsequent to the IPO (together with an equal number of shares of our Class B
common stock) for shares of our Class A common stock (or, at our election, cash
of an equivalent value) ("Exchange"), and the Pre-IPO Leveraged Distribution and
other actual or deemed distributions by QLH to its members pursuant to the
Exchange Agreement, have resulted and are expected to continue to result in
increases in our allocable tax basis in the assets of QLH. These increases in
tax basis are expected to increase (for tax purposes) depreciation and
amortization deductions allocable to us and, therefore, reduce the amount of tax
that we otherwise would be required to pay in the future. This increase in tax
basis may also decrease gain (or increase loss) on future dispositions of
certain assets to the extent tax basis is allocated to those assets.

In connection with the IPO, we entered into the TRA with Insignia, the Senior
Executives, and White Mountains related to the tax basis step-up of the assets
of QLH and certain net operating losses of Intermediate Holdco. The agreement
requires us to pay Insignia and the Senior Executives or any assignees 85% of
the cash savings, if any, in U.S. federal, state and local income tax we realize
(or are deemed to realize) as a result of (i) any increases in tax basis of
assets of QLH resulting from any Exchange, and (ii) certain other tax benefits
related to making our payments under the TRA. The TRA also requires us to pay
White Mountains 85% of the amount of the cash savings, if any, in U.S. federal,
state and local income tax that we realize (or are deemed to realize) as a
result of the utilization of the net operating losses of Intermediate Holdco
attributable to periods prior to the IPO and the deduction of any imputed
interest attributable to our payment obligations under the TRA.

In addition to tax expenses, we will also make payments under the TRA, which we
expect to be significant. We account for the income tax effects and
corresponding TRA effects resulting from any Exchange by recognizing an increase
in our deferred tax assets, based on enacted tax rates at the date of the
Exchange. Further, we evaluate the likelihood that we will realize the benefit
represented by the deferred tax asset and, to the extent that we estimate that
it is more likely than not that we will not realize the benefit, we will reduce
the carrying amount of the deferred tax asset with a valuation allowance. The
amounts to be recorded for both the deferred tax assets and the liability for
our obligations under the TRA are estimated at the time of any purchase or
exchange as a reduction to stockholders' equity, and the effects of changes in
any of our estimates after this date will be included in net income (loss).
Similarly, the effect of subsequent changes in the enacted tax rates will be
included in net income (loss). Judgment is required in assessing the future tax
consequences of events that have been recognized in our consolidated financial
statements. A change in our assessment of such consequences, such as realization
of deferred tax assets, changes in blended tax rates, changes in tax laws or
interpretations thereof could materially impact our results.

Recent accounting pronouncements


For a discussion of new accounting pronouncements recently adopted and not yet
adopted, see Note 1 to the consolidated financial statements appearing in Part
I, Item 1 of this Quarterly Report on Form 10-Q.

Critical accounting policies and estimates


Our critical accounting policies and estimates are included in our 2021 Annual
Report on Form 10-K and did not materially change during the nine months ended
September 30, 2022.

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