The following discussion of our financial condition and results of operations should be read together with our condensed financial statements and related notes thereto included elsewhere in this Quarterly Report on Form 10-Q and our audited financial statements and related notes and our Annual Report on Form 10-K filed with the SEC on March 30, 2022. The following discussion contains forward-looking statements that reflect our plans, estimates and beliefs. See the discussion under "Note Regarding Forward-Looking Statements" elsewhere in this Quarterly Report on Form 10-Q for more information. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and particularly in the section titled "Risk Factors" and elsewhere in this Quarterly Report on Form 10-Q, as well as in our other filings with the SEC. Our historical results are not necessarily indicative of the results that may be expected for any period in the future, and our interim results are not necessarily indicative of the results we expect for the full calendar year or any other period. The unaudited condensed consolidated interim financial statements for the quarter ended March 30, 2021 have been revised to correct prior period errors as discussed in Note 3 "Revision of Prior Periods' Financial Statement" to our unaudited condensed consolidated financial statements included in this Quarterly Report on Form 10-Q. Accordingly, this Management's Discussion and Analysis of Financial Condition and Results of Operations reflects the effects of the revisions.

Overview

We are a social marketplace that combines the human connection of a physical shopping experience with the scale, reach, ease, and selection benefits of eCommerce. In doing so, we bring the power of community to buying and selling online. We created Poshmark in 2011 to make buying and selling simple, social, and fun. Pairing technology with the inherent human desire to socialize, our marketplace creates passion and personal connections among users. We dynamically curate our marketplace into lifestyle categories that our users love, including apparel, accessories, footwear, home, beauty, and pets. Powered by our proprietary technology, our social marketplace is purpose-built to enable simple transactions, seamless logistics, and an engaging experience at scale. As of March 31, 2022, we had 7.8 million Active Buyers.

We empower people to sell a few items or to become successful entrepreneurs by providing them with end-to-end seller tools. We refer to this as "making selling a superpower." Our comprehensive infrastructure makes it easy for sellers to build their businesses with seamless listing, merchandising, promotion, pricing, and shipping. Sellers use content, inventory selection, and social interactions to monetize their listings and drive growth. Our transparent fee structure aligns our success with the success of our sellers. Our fee is 20% of the final price for sales $15 and over, or a flat rate of $2.95 for sales under $15. We attract, engage, and retain sellers by offering the community the benefits of social connection with the ability to combine personal passion and economic empowerment. We do not own or manage inventory as products are listed, managed, sold, and shipped by our sellers, utilizing our transaction tool that makes the selling process seamless and easy. This asset-light model creates scalability and favorable working capital dynamics.

Our social features make the discovery and purchase process simple and enticing for buyers, fostering high engagement and retention. The engagement of our community has fueled strong growth in our business, supported by attractive unit economics and efficient user acquisition. We enable buyers to discover, connect, and curate their network and news feed with that of other users who share similar styles and personal preferences, creating a fun shopping experience. Our marketplace is vast, with sellers listing millions of secondhand and new items across multiple categories. We use data-driven personalization to customize each user's feed to feature the most relevant listings and make it easy to quickly search for and find products of interest. Furthermore, sellers list a variety of items across all price points, with the added benefit of being able to negotiate offers directly with buyers seeking to optimize their budget, allowing sellers to manage their listings to achieve their individual objectives. Because our marketplace features a massive selection of secondhand items, buyers are also able to support their personal style while minimizing their environmental impact.

As of March 31, 2022, our community has generated over $6.7 billion in GMV since 2011 with $493.4 million in the three months ended March 31, 2022 and $441.0 million in the three months ended March 31, 2021, representing a 12% growth rate. In the three months ended March 31, 2022 and 2021, we had revenue of $90.9 million and $80.7 million, respectively, representing a 13% growth rate. In the three months ended March 31, 2022, we generated a net loss of $14.0 million and Adjusted EBITDA of $(4.7) million compared to a net loss of $74.1 million and Adjusted EBITDA of $4.8 million in the three months ended March 31, 2021.

Key Operating and Non-GAAP Financial Metrics

We collect and analyze operating and financial data to evaluate the health of our community, allocate our resources (such as capital, time, and technology investments), and assess the performance of our business. In addition to revenue, net (loss) income, and other results under GAAP, the key operating and financial metrics we use are GMV, Active Buyers, and Adjusted EBITDA.



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Gross Merchandise Value. Our gross merchandise value, or GMV, is the total dollar value of transactions on our platform in a given period, prior to returns and cancellations, and excluding shipping and sales taxes. GMV is a measure of the total economic activity generated by our marketplace, and an indicator of the scale and growth of our marketplace and the health of our marketplace ecosystem.



                                      GMV
                                ($ in millions)
                     [[Image Removed: img222473912_0.jpg]]

Our GMV grew 12% from $441.0 million in the three months ended March 31, 2021 to $493.4 million in the three months ended March 31, 2022. Our quarterly GMV has increased year-over-year for the past seventeen quarters. We have continued to add users and enhance our social marketplace with various initiatives and product updates, including the redesign of our Feed and Shop tabs to modernize our UX, the launch of Trends, a curated daily trends feed, the relaunch of Posh N Coffee in-person in the U.S., and the rollout of Post Order Buyer-Seller Messaging to empower sellers and buyers to independently and privately resolve order related issues.

Active Buyers. Active Buyers are unique users who have purchased at least one item on our platform in the trailing 12 months preceding the measurement date, regardless of returns and cancellations. An Active Buyer could have more than one account if they were to use a separate unique email address to set up each account. The number of Active Buyers is a key driver of GMV and revenue, as well as a measure of the scale and growth of our buyer community. We believe it is also an important indicator of our ability to convert user activity on our marketplace into transactions. The number of Active Buyers has increased steadily every quarter as we attract and retain users. Active Buyers can be new users to our marketplace who make a purchase, existing users who convert into buyers for the first time as our marketplace strengthens with more sellers and items, or repeat buyers.



                                 Active Buyers
                                 (in thousands)
                     [[Image Removed: img222473912_1.jpg]]

5,713 6,032 6,231 5,374 4,952 4,550 4,190 3,734 3,345 2,953 2,657 Q1 Q2 Q3 Q4 Q1 Q2 Q3 Q4 Q1 Q2 Q3 2018 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 Active Buyers measured as of the last day of the quarter presented

Active Buyers measured as of the last day of the quarter presented



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Adjusted EBITDA. We define Adjusted EBITDA as net (loss) income attributable to common stockholders, excluding depreciation and amortization, stock-based compensation expense, interest income, other income (expense), net, change in accrued sales tax, provision (benefit) for income taxes, and undistributed earnings attributable to participating securities. Adjusted EBITDA is a key performance measure used by our management and board of directors to assess our operating performance and the operating leverage in our business. We believe that Adjusted EBITDA helps identify underlying trends in our business that could otherwise be masked by the effect of the income and expenses that we exclude in Adjusted EBITDA. Accordingly, we believe that Adjusted EBITDA provides useful information to investors and others in understanding and evaluating our operating results, enhances the overall understanding of our past performance and future prospects, and allows for greater transparency with respect to key financial metrics used by our management in its financial and operational decision-making. See "-Reconciliation of Non-GAAP Financial Measures" for more information and for a reconciliation of net (loss) income, the most directly comparable financial measure calculated and presented in accordance with GAAP, to Adjusted EBITDA.



                                Adjusted EBITDA
                                ($ in millions)
                     [[Image Removed: img222473912_2.jpg]]


Key Factors Affecting Our Performance

Growth and Retention of Users. We focus on attracting new users and retaining existing users. New users and the social and transactional activities they contribute help keep existing users more active, increasing their lifetime value over time. Users engage in many ways on our social marketplace: they connect, they browse, they buy, and they sell. The positive relationship between new users and existing users illustrates the network effects of our marketplace. As of March 31, 2022, we had 7.8 million Active Buyers.

User Engagement. The engagement of our community has fueled strong growth in our business, supported by attractive unit economics and efficient user acquisition. We believe that cultivating a robust network of users over the longer-term is crucial to bolstering broader community engagement, growing social interactions, and increasing GMV. Users can engage on our marketplace in a variety of activities that range from shopping and social interactions to buying and selling. The continuous increase in users, social interactions, and listings has led to steady activations of buyers and sellers across cohorts, resulting in increasing GMV for these cohorts.

Investments in Growing Our User Community. We have invested substantially in marketing to grow our user community and drive further awareness of our brand. These investments have enabled us to grow our base of new users, buyers, and sellers while continuing to retain buyers and sellers, resulting in strong growth of our GMV and revenue. Marketing expenses represented 47% and 44% of revenue in the three months ended March 31, 2022 and 2021, respectively. We intend to manage our marketing spend to balance growth and profitability. While we have seen fluctuations and uncertainty in user acquisition costs, partially due to Apple's recent policy change that limits the ability of advertisers to collect user data, we will continue to invest in user acquisition and retention while the underlying user unit economics indicate the return on investment is strong.

Investments in Platform Innovation. We invest in both the people and technology behind our platform. We also intend to continue to make significant investments in the technology and infrastructure of our platform to attract and retain buyers and sellers, expand the capabilities and scope of our platform, and enhance the user experience. We expect to continue to make significant investments to attract and retain employees, particularly engineers, data scientists, designers, product management, and operations personnel. All functions



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are important, and we intend to invest in our people to help us drive additional efficiencies across our marketplace. In addition, we may invest in new and existing businesses that may lower our margins temporarily but may enhance our platform capabilities, deliver revenue growth, and enable us to achieve and maintain long-term profitability.

International Expansion. We began operations in Canada, the first country we expanded to after the United States, in May 2019. In February 2021, we expanded our operations to Australia. In September 2021, we launched operations in India. International expansion may impact our financial performance in the short term. As we continue our global expansion, we believe international demand for our platform will develop and increase. Accordingly, we believe there is a significant opportunity to grow our international business. We have invested, and plan to continue to invest, in the adoption of our platform and solutions internationally, including localization of our platform and the addition of critical capabilities to our platform required to serve those local markets.

Impact of the COVID-19 Pandemic. The COVID-19 pandemic has impacted our business to date and may continue to impact our business in ways that remain unpredictable. In early 2020, the COVID-19 pandemic impacted our business and operations, in which we experienced lower year-over-year GMV growth for the quarter ended March 31, 2020. We have since seen our GMV growth rebound as buyer and seller activity resumed, but, such trends may not continue and could be reversed. While COVID-related restrictions have eased throughout 2021 and 2022, there remains substantial uncertainty about the pandemic's impact on the global economy, e-commerce, and global macroeconomic conditions that impact consumer spending. In particular, as federal and state governmental aid programs initiated in connection with the pandemic are reduced or terminated, and as inflationary pressures rise, consumer discretionary spending would likely decrease, which would have a negative impact on our business.

As of March 31, 2022, substantially all of our employees are working remotely, temporarily lowering our operating expenses. As the pandemic subsides, we are opening our offices in accordance with local guidelines and regulations. Future developments, such as new virus variants, actions to contain the pandemic or treat its impact, or a resurgence of offline shopping demand could adversely affect our business, results of operations, liquidity, and financial condition in future periods. The conditions caused by the pandemic are still evolving and we will continue to evaluate the potential impact of the pandemic on our business. See the sections titled "Risk Factors" in our Annual Report on Form 10-K filed with the SEC on March 30, 2022 for further discussion of the possible impact of the COVID-19 pandemic on our business, operations and financial condition.

Seasonality. Our business is seasonal in nature as it is affected by the cyclicality of the consumer as well as broader market conditions. Historically, we have often seen both stronger growth in the number of Active Users and Active Buyers and in engagement during the first quarter of the year. In addition, we have seen higher GMV in the fourth quarter of the year, followed by the third quarter, which we believe is due in part to the higher price points of seasonal apparel and footwear and the holiday season. We believe the recent growth in our business, as well as the recent effects of sales taxes and the COVID-19 pandemic, have partially masked these trends to date, and we expect the impact of seasonality to be more pronounced in our future quarterly results as our business matures.

Initial Public Offering

Our registration statement on Form S-1 related to our initial public offering (IPO) was declared effective on January 13, 2021, and our Class A common stock began trading on the Nasdaq Global Select Market on January 14, 2021. On January 19, 2021, we closed our IPO, in which we issued and sold 6,600,000 shares plus an additional 990,000 shares subject to the underwriters' over-allotment option of our Class A common stock at the public offering price of $42.00 per share. We received net proceeds of $292.3 million after deducting underwriting discounts and commissions and offering expenses.

Components of Results of Operations

Net Revenue

We generate revenue from sellers for fees earned when they sell items they have listed on our social marketplace to buyers (20% of the final price for sales $15 and over, or a flat rate of $2.95 for sales under $15). The buyer also pays a shipping label fee as part of their order. On some orders, the shipping label fee exceeds our shipping label cost, which we record as revenue. For the three months ended March 31, 2022 and 2021, this revenue was 4% and 5%, respectively, of our total net revenue. Our revenue is recognized when we satisfy our performance obligations. We report both revenue from buyers and revenue from sellers based upon the net amount earned, which is reduced by certain buyer and seller incentives.

Costs and Expenses

Cost of Net Revenue. Cost of net revenue primarily consists of costs associated with credit card processing, transaction fees for order related payments, and hosting expenses associated with operating our platform. Cost of net revenue does not include depreciation and amortization.



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We expect cost of net revenue to increase in absolute dollars in future periods and to vary from period to period as a percentage of net revenue for the foreseeable future as we grow our platform by increasing Active Buyers and generating higher GMV.

Operations and Support. Operations and support expense primarily consists of personnel-related compensation costs, including stock-based compensation, incurred in providing support to users of our platform including authentication services that we provide. This expense also includes postage and shipping costs that we incur primarily from order losses and cancellations, and credits and incentives issued to buyers for customer satisfaction purposes in excess of shipping facilitation revenue.

We expect that operations and support expenses will increase in absolute dollars for the foreseeable future as we continue to grow our operations and hire additional employees to support the scaling of our business. To the extent we are successful in becoming more efficient in supporting our users, we would expect operations and support expenses as a percentage of revenue to decrease over the long term.

Research and Development. Research and development expense consist primarily of compensation expenses for engineering, product development, and design employees, including stock-based compensation, expenses associated with ongoing improvements to and maintenance and testing of our platform offerings including website, mobile apps, and other products, and other research and development programs. Research and development expenses are expensed as incurred. We capitalize certain costs associated with website development and software for internal use.

We expect that research and development expenses will increase in absolute dollars and vary from period to period as a percentage of revenue for the foreseeable future as we continue to invest in research and development activities relating to ongoing improvements to and maintenance and testing of our platform offerings including website, mobile apps, and other products, and other research and development programs, including the hiring of engineering, product development, and design employees to support these efforts.

Marketing. Marketing expense primarily consists of expenses associated with personnel-related compensation costs, including stock-based compensation, and costs related to user acquisition, public relations, marketing events such as Posh Parties, and business development. User acquisition costs primarily consist of costs associated with acquiring new users by spend on advertising channels such as television, Google, Facebook, Instagram, Snapchat, and TikTok. These marketing expenses also include promotional credits and incentives issued to buyers to encourage buyer activity on our platform in excess of shipping facilitation revenue and cost of referral incentives for new user acquisition. We plan to continue to invest in our marketing efforts, including hiring additional employees, in order to attract new users.

We expect that marketing expenses will increase in absolute dollars and vary from period to period as a percentage of revenue for the foreseeable future as we plan to continue to invest in marketing to grow the number of Active Users and Active Buyers and increase our brand awareness. The trend and timing of our brand marketing expenses will depend in part on the timing of marketing campaigns.

General and Administrative. General and administrative expense consists primarily of employee related costs including stock-based compensation for those employees associated with administrative services such as legal, human resources, information technology, accounting, and finance, and all related costs associated with our facilities, such as rent and office administration. These expenses also include certain third-party consulting services, facilities, IT services, meals and other corporate costs not allocated to other expense categories.

We expect that general and administrative expenses will increase in absolute dollars and vary from period to period as a percentage of revenue for the foreseeable future as we continue to invest in personnel, corporate infrastructure, and systems required to support our strategic initiatives, the growth of our business, and our compliance and reporting obligations, and controls to enable our internal support functions to scale with the growth of our business. We expect to incur additional expenses as a result of operating as a public company, including expenses to comply with the rules and regulations applicable to companies listed on a national securities exchange, expenses related to compliance and reporting obligations pursuant to the rules and regulations of the SEC, and expenses for general and director and officer insurance, investor relations, and professional services. We also expect rent expense and other facilities related costs to continue to increase in the future.

Depreciation and Amortization. Depreciation and amortization expense primarily consists of depreciation of computer equipment and software, furniture and fixtures, leasehold improvements, website development and software for internal use and amortization of intangible assets.

We expect that depreciation and amortization expense will increase in absolute dollars as we continue to build out our network infrastructure, recognize amortization expense from acquired intangible assets resulting from acquisitions and establish new office locations to support our growth.



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Interest Income

Interest income primarily relates to amounts earned on our cash and cash equivalents.

Other Income (Expense), Net

Other income (expense), net mainly relates to changes in fair value of the Convertible Notes, redeemable convertible preferred stock warrants and contingent consideration relating to acquisition, and foreign exchange remeasurement gains and losses recorded from consolidating our foreign subsidiaries at each period end.

Provision for Income Taxes

Our provision for income taxes consists primarily of foreign taxes and state minimum taxes in the United States. As we expand the scale of our international business activities, any changes in the U.S. and foreign taxation of such activities may increase our overall provision for income taxes in the future. We have established a valuation allowance for our U.S. deferred tax assets, including federal and state net operating losses.

We expect to maintain this valuation allowance until it becomes more likely than not that the benefit of our federal and state deferred tax assets will be realized by way of expected future taxable income in the United States.

Results of Operations

The following tables set forth our condensed consolidated results of operations data and such data as a percentage of net revenue for the periods presented:



                                                              Three Months Ended March 31,
                                                                2022                 2021
                                                                     (in thousands)
Net revenue                                                $       90,899       $       80,727
Costs and expenses (1):
Cost of net revenue, exclusive of depreciation and
  amortization                                                     15,031               12,970
Operations and support                                             15,353               14,894
Research and development                                           16,056               18,800
Marketing                                                          42,847               35,249
General and administrative                                         15,036               18,152
Depreciation and amortization                                       1,020                  790
Total costs and expenses                                          105,343              100,855
Loss from operations                                              (14,444 )            (20,128 )
Interest income                                                        51                   86
Other income, net
Change in fair value of redeemable convertible preferred
  stock warrant liability                                               -               (2,816 )
Change in fair value of the convertible notes                           -              (49,481 )
Loss on extinguishment of the convertible notes                         -               (1,620 )
Change in fair value of contingent consideration                      437                    -
Other, net                                                             66                  (42 )
                                                                      503              (53,959 )
Loss before provision for income taxes                            (13,890 )            (74,001 )
Provision for income taxes                                            132                  140
Net loss attributable to common stockholders               $      (14,022 )     $      (74,141 )

(1)

Costs and expenses include stock-based compensation expense as follows:




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                                Three Months Ended March 31,
                                 2022                 2021
                                       (in thousands)
Operations and support       $       1,040       $         2,218
Research and development             4,506                10,641
Marketing                            1,378                 3,289
General and administrative           1,811                 7,993
Total                        $       8,735       $        24,141

Comparison of Three Months Ended March 31, 2022 and 2021



Net Revenue

                 Three Months Ended March 31,              Change
                   2022                 2021             $          %
                     (dollars in thousands, except percentages)
Net revenue   $       90,899       $       80,727     $ 10,172       13 %

Net revenue increased $10.2 million for the three months ended March 31, 2022 compared to the same period in 2021. This growth was primarily due to an increase in the volume of GMV on our marketplace to a total of $493.4 million, an increase of 12%. The increase in GMV was substantially driven by the increase in Active Buyers on the platform to 7.8 million for the trailing 12 months ended March 31, 2022, a 16% increase compared to the same period in 2021.



Cost of Net Revenue

                           Three Months Ended March 31,              Change
                             2022                 2021             $         %
                               (dollars in thousands, except percentages)
Cost of net revenue     $       15,031       $       12,970     $ 2,061       16 %
Percentage of revenue               17 %                 16 %


Cost of net revenue increased $2.1 million for three months ended March 31, 2022 compared to the same period in 2021. The increase was driven by a $1.1 million increase in data hosting costs to support the increased usage of our platform and upgrades we made to our systems which were required to support our growth, and a $1.0 million increase in costs related to overall volume increases on our marketplace, including increased credit card processing fees and associated expenses.



Operations and Support

                             Three Months Ended March 31,             Change
                               2022                  2021            $        %
                               (dollars in thousands, except percentages)
Operations and support   $         15,353       $       14,894     $ 459       3 %
Percentage of revenue                  17 %                 18 %


Operations and support expense increased $0.5 million for the three months ended
March 31, 2022 compared to the same period in 2021. The increase was primarily
driven by a $0.4 million increase in net shipping costs as a result of our
growth.

Research and Development

                              Three Months Ended March 31,               Change
                                2022                 2021             $           %
                                   (dollars in thousands, except percentages)
Research and development   $       16,056       $       18,800     $ (2,744 )     (15 )%
Percentage of revenue                  18 %                 23 %

Research and development expense decreased $2.7 million for the three months ended March 31, 2022 compared to the same period in 2021. The decrease was primarily due to a $3.2 million decrease in engineering personnel costs attributable to a one-time cumulative stock-based compensation recognized due to the satisfaction of the performance-based vesting condition for our outstanding RSUs upon the effectiveness of our IPO in January 2021, partially offset by a $0.3 million increase in development-related services.



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Marketing

                           Three Months Ended March 31,              Change
                             2022                 2021             $         %
                               (dollars in thousands, except percentages)
Marketing               $       42,847       $       35,249     $ 7,598       22 %
Percentage of revenue               47 %                 44 %

Marketing expense increased $7.6 million for the three months ended March 31, 2022 compared to the same period in 2021. The increase was primarily due to a $8.2 million in spending on marketing programs, including increased spending on television ad campaigns and digital marketing, partially offset by a $0.6 million decrease in marketing personnel costs attributable to a one-time cumulative stock-based compensation recognized due to the satisfaction of the performance-based vesting condition for our outstanding RSUs upon the effectiveness of our IPO in January 2021.

General and Administrative



                                Three Months Ended March 31,               Change
                                  2022                 2021             $           %
                                     (dollars in thousands, except percentages)

General and administrative $ 15,036 $ 18,152 $ (3,116 ) (17 )% Percentage of revenue

                    17 %                 22 %


General and administrative expense decreased $3.1 million for the three months ended March 31, 2022 compared to the same period in 2021. This decrease was primarily driven by a $4.3 million decrease in personnel costs attributable to a one-time cumulative stock-based compensation recognized due to the satisfaction of the performance-based vesting condition for our outstanding RSUs upon the effectiveness of our IPO in January 2021, partially offset by a $1.0 million increase in legal and consulting fees required to support our public company transition, increased IT services of $0.2 million to support the growth of our business, and increased insurance costs of $0.2 million required as a result of becoming a public company.

Depreciation and Amortization



                                    Three Months Ended March 31,             Change
                                      2022                  2021           $        %
                                      (dollars in thousands, except percentages)

Depreciation and amortization $ 1,020 $ 790 $ 230 29 % Percentage of revenue

                          1 %                 1 %


Depreciation and amortization expense increased $0.2 million for the three months ended March 31, 2022 compared to the same period in 2021. The increase was primarily driven by an increase in amortization of intangible assets, with no comparable activity in the same period in 2021.



Interest Income

                           Three Months Ended March 31,             Change
                            2022                   2021           $         %
                              (dollars in thousands, except percentages)
Interest income         $         51           $         86     $ (35 )     (41 )%
Percentage of revenue              0 %                    0 %


Interest income change was nominal for the three months ended March 31, 2022 compared to the same period in 2021. Interest income decreased for the three months ended March 31, 2022 compared to the same period in 2021, primarily driven by the interest earned from our marketable securities in 2021, with no comparable activity in the same period in 2022.



Other Income (Expense), Net

                                Three Months Ended March 31,               Change
                                2022                2021                $           %
                                      (dollars in thousands, except percentages)
Other income (expense), net   $     503       $         (53,959 )    $ 54,462       (101 )%
Percentage of revenue                 1 %                   (67 )%




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Other income (expense), net increased $54.5 million for the three months ended March 31, 2022 compared to the same period in 2021. The increase was primarily due to a change in fair value of the convertible notes, and the change in fair value of the redeemable convertible preferred stock warrant liability, with no comparable activity in the same period in 2022.

Provision for Income Taxes



                                 Three Months Ended March 31,             Change
                                  2022                   2021           $        %
                                   (dollars in thousands, except percentages)
Provision for income taxes   $           132         $         140     $ (8 )     (6 )%
Percentage of revenue                      0 %                   0 %


The change in our provision for income taxes was primarily attributable to pre-tax foreign earnings.

GAAP and Non-GAAP Financial Measures

We also review the following GAAP and non-GAAP financial measures to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans, and make strategic decisions.



                                Three Months Ended March 31,
                                 2022                  2021
                                       (in thousands)
Net Loss                    $      (14,022 )      $      (74,141 )
Net Loss Margin(1)                     (15 )%                (92 )%
Adjusted EBITDA             $       (4,689 )      $        4,803
Adjusted EBITDA Margin(2)               (5 )%                  6 %


(1)
Net Loss Margin is calculated by dividing Net Loss for a period by revenue for
the same period.
(2)
Adjusted EBITDA Margin is calculated by dividing Adjusted EBITDA for a period by
revenue for the same period.

Adjusted EBITDA

Adjusted EBITDA is a key performance measure that we use to assess our operating performance and the operating leverage in our business. Because Adjusted EBITDA facilitates internal comparisons of our historical operating performance on a more consistent basis, we use this measure for business planning purposes.

We calculate Adjusted EBITDA as net loss attributable to common stockholders, adjusted to exclude:

depreciation and amortization;

stock-based compensation expense;

interest income;

other income (expense), net; and

provision for income taxes.

Reconciliation of Non-GAAP Financial Measures

We use Adjusted EBITDA and Adjusted EBITDA Margin in conjunction with GAAP measures as part of our overall assessment of our performance, including the preparation of our annual operating budget and quarterly forecasts, and to evaluate the effectiveness of our business strategies. Our definition may differ from the definitions used by other companies and therefore comparability may be limited. In addition, other companies may not publish similar metrics. Furthermore, this metric has certain limitations in that it does not include the impact of certain expenses that are reflected in our condensed consolidated statements of operations that are necessary to run our business. Thus, our Adjusted EBITDA and Adjusted EBITDA Margin should be considered in addition to, not as a substitute for, or in isolation from, measures prepared in accordance with GAAP.

We compensate for these limitations by providing a reconciliation of Adjusted EBITDA and Adjusted EBITDA Margin to the related GAAP financial measure, net loss attributable to common stockholders. We encourage investors and others to review our financial information in its entirety, not to rely on any single financial measure, and to view Adjusted EBITDA and Adjusted EBITDA Margin in conjunction with their respective related GAAP financial measures.



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The following table provides a reconciliation of net loss to Adjusted EBITDA:



                                                  Three Months Ended March 31,
                                                    2022                 2021
                                                         (in thousands)
Net loss attributable to common stockholders   $      (14,022 )     $      (74,141 )
Adjusted to exclude the following:
Depreciation and amortization                           1,020                  790
Stock-based compensation                                8,735               24,141
Interest income                                           (51 )                (86 )
Other (income) expense, net                              (503 )             53,959
Provision for income taxes                                132                  140
Adjusted EBITDA                                $       (4,689 )     $        4,803

Liquidity and Capital Resources

As of March 31, 2022, our principal sources of liquidity were cash and cash equivalents of $596.6 million. Cash equivalents consisted of institutional money market funds, and cash in transit from third-party credit card providers that we receive within approximately three to five business days from the date of the underlying transaction.

As of March 31, 2022, our cash and cash equivalents held by our foreign subsidiaries were not material.

Since our inception, we have most often generated negative cash flows from operations and as of March 31, 2022, we had an accumulated deficit of $235.9 million, and we have financed our operations primarily through private sales of equity securities, payments received through our platform, and the issuance of convertible debt. Upon the closing of our IPO in January 2021, we received net proceeds of $292.3 million after deducting underwriting discounts and commissions and offering expenses. We believe our existing cash and cash equivalents will be sufficient to meet our working capital and capital expenditures needs over at least the next 12 months. However, our liquidity assumptions may prove to be incorrect, and we could exhaust our available financial resources sooner than we currently expect. We may seek to raise additional funds at any time through the issuance of debt, equity, and equity-linked arrangements.

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