Biggest changeThe following tables set forth our results of operations in U.S. dollars and as a percentage of revenue for the periods indicated: Year ended December 31, 2022 2021 (in thousands) Revenue $ 337,366 $ 297,662 Cost of revenue 65,948 51,723 Gross profit 271,418 245,939 Operating expenses: Research and development 92,563 79,298 Sales and marketing 174,599 159,365 General and administrative 51,161 52,616 Impairment of intangible assets 27,629 — Total operating expenses 345,952 291,279 Operating loss (74,534 ) (45,340 ) Financial income (expense), net 3,624 (19,513 ) Loss before income taxes (70,910 ) (64,853 ) Income taxes (577 ) (159 ) Net loss $ (71,487 ) $ (65,012 ) Year ended December 31, 2022 2021 (as a% of revenue) Revenue 100.0 % 100.0 % Cost of revenue 19.5 17.4 Gross profit 80.5 82.6 Operating expenses: Research and development 27.4 26.6 Sales and marketing 51.8 53.5 General and administrative 15.2 17.7 Impairment of intangible assets 8.2 — Total operating expenses 102.5 97.9 Operating loss (22.1 ) (15.2 ) Financial income (expense), net 1.1 (6.6 ) Loss before income taxes (21.0 ) (21.8 ) Income taxes * * Net loss (21.2 )% (21.8 )% * Represents amounts of less than 0.5% 51 Year ended December 31, 2022 compared to year ended December 31, 2021 Revenue Revenue increased by $39.7 million, or 13.3%, to $337.4 million for the year ended December 31, 2022 from $297.7 million for the year ended December 31, 2021.
Biggest changeThe following tables set forth our results of operations in U.S. dollars and as a percentage of revenue for the periods indicated: Year ended December 31, 2023 2022 (in thousands ) Revenue $ 361,375 $ 337,366 Cost of revenue 61,846 65,948 Gross profit 299,529 271,418 Operating expenses: Research and development 90,720 92,563 Sales and marketing 161,208 174,599 General and administrative 62,710 51,161 Impairment of intangible assets - 27,629 Total operating expenses 314,638 345,952 Operating loss (15,109 ) (74,534 ) Financial income, net 20,163 3,624 Income (loss) before income taxes 5,054 (70,910 ) Income taxes (1,373 ) (577 ) Net Income (loss) $ 3,681 $ (71,487 ) Year ended December 31, 2023 2022 (as a% of revenue ) Revenue 100.0 % 100.0 % Cost of revenue 17.1 19.5 Gross profit 82.9 80.5 Operating expenses: Research and development 25.1 27.4 Sales and marketing 44.6 51.8 General and administrative 17.4 15.2 Impairment of intangible assets - 8.2 Total operating expenses 87.1 102.5 Operating loss (4.2 ) (22.1 ) Financial income, net 5.6 1.1 Income (Loss) before income taxes 1.4 (21.0 ) Income taxes (0.4 ) (0.2 ) Net income (loss) 1.0 % (21.2 )% 60 Year ended December 31, 2023 compared to year ended December 31, 2022 Revenue Revenue increased by $24.0 million, or 7.1%, to $361.4 million for the year ended December 31, 2023 from $337.4 million for the year ended December 31, 2022.
As we expand our platform to include additional languages, we expect to deepen our penetration into Western Europe, Asia Pacific and Latin America, and the geographic mix of our revenue could therefore change over time. We do not hire freelancers directly or provide digital services to our buyers as a principal.
As we expand our platform to include additional languages, we expect to deepen our penetration into Western Europe, Asia Pacific and Latin America, and the geographic mix of our revenue could therefore change over time. Generally, we do not hire freelancers directly or provide digital services to our buyers as a principal.
Category expansion continues to be a key strategy for our business. Geographically, the substantial majority of our revenue is generated from buyers in English speaking countries.
Category expansion continues to be a key strategy for our business. 55 Geographically, the substantial majority of our revenue is generated from buyers in English speaking countries.
These spend per buyer growth trends demonstrate our success in moving upmarket by offering a broader set of digital services, increasing engagement and lifetime value of our buyers, and growing the number of higher value Gigs and higher quality sellers on our platform through targeted marketing efforts and a number of product initiatives such as Fiverr Business, Fiverr’s Choice, Subscriptions and Milestones.
These spend per buyer growth trends demonstrate our success in moving upmarket by offering a broader set of digital services, increasing engagement and lifetime value of our buyers, and growing the number of higher value Gigs and higher quality sellers on our platform through targeted marketing efforts and a number of product initiatives such as Fiverr Pro, Fiverr’s Choice, Subscriptions and Milestones.
Certain contractual obligations are reflected on the consolidated balance sheet as of December 31, 2022, while others are considered future commitments. Our contractual obligations primarily consist of purchase obligations, lease payments and convertible notes. For information regarding our other contractual obligations, refer to Note 9, 10 and 12 within our audited consolidated financial statements included elsewhere in this Annual Report.
Certain contractual obligations are reflected on the consolidated balance sheet as of December 31, 2023, while others are considered future commitments. Our contractual obligations primarily consist of purchase obligations, lease payments and convertible notes. For information regarding our other contractual obligations, refer to Note 9, 10 and 12 within our audited consolidated financial statements included elsewhere in this Annual Report.
We recognize revenue from unused user accounts balances once the likelihood of the users exercising their unused accounts balances becomes remote and we are not required to remit such unused account balance to a third party in accordance with applicable unclaimed property laws. The amounts recognized for the years ended December 31, 2022 and 2021 were immaterial.
We recognize revenue from unused user accounts balances once the likelihood of the users exercising their unused accounts balances becomes remote and we are not required to remit such unused account balance to a third party in accordance with applicable unclaimed property laws. The amounts recognized for the years ended December 31, 2023 and 2022 were immaterial.
Our capital expenditures consist primarily of internal-use software costs, computers and peripheral equipment and leasehold improvements. As part of the lease of our Israeli headquarters, the lessor financed an amount of $4.0 million out of the total cost of leasehold improvements in the office space. The remaining loan of $2.9 million was repaid on January 1, 2022.
Our capital expenditures consist primarily of computers and peripheral equipment, leasehold improvement and internal-use software costs. As part of the lease of our Israeli headquarters, the lessor financed an amount of $4.0 million out of the total cost of leasehold improvements in the office space. The remaining loan of $2.9 million was fully repaid on January 1, 2022.
These forward-looking statements are subject to numerous risks and uncertainties, including, but not limited to, the risks and uncertainties described in “Risk factors” and “Special note regarding forward-looking statements.” Our actual results may differ materially from those contained in or implied by any forward-looking statements. Overview Our mission is to revolutionize how the world works together.
These forward-looking statements are subject to numerous risks and uncertainties, including, but not limited to, the risks and uncertainties described in “Risk factors” and “Special note regarding forward-looking statements.” Our actual results may differ materially from those contained in or implied by any forward-looking statements. Overview Our mission is to change how the world works together.
The majority of our new buyers in both 2022 and 2021 came from organic and direct sources, meaning buyers who reach our platform via non-paid search results, referrals by existing users, word-of-mouth, direct visits to our website by typing our URL into their browser, or our mobile app.
The majority of our new buyers in both 2023 and 2022 came from organic and direct sources, meaning buyers who reach our platform via non-paid search results, referrals by existing users, word-of-mouth, direct visits to our website by typing our URL into their browser, or our mobile app.
Certain fixed costs are excluded from performance marketing investments and related tROl calculations because performance marketing investments represent our direct variable costs related to buyer acquisition and its corresponding revenue generation. tROl measures the efficiency of such variable marketing investments and is an indicator actively used by management to make day-to-day operational decisions. 48 Growth in spend per buyer We view the acquisition of a new buyer as a starting point for building a long-term relationship between the buyer and our marketplace.
Certain fixed costs are excluded from performance marketing investments and related tROI calculations because performance marketing investments represent our direct variable costs related to buyer acquisition and its corresponding revenue generation. tROI measures the efficiency of such variable marketing investments and is an indicator actively used by management to make day-to-day operational decisions. 57 Growth in spend per buyer We view the acquisition of a new buyer as a starting point for building a long-term relationship between the buyer and our marketplace.
We aim to achieve quarterly tROI of one year or less. Historically, over the eight quarters ending December 31, 2022, we have been able to consistently achieve tROI of less than six months. The second measure for our paid marketing efficiency is the cumulative revenue to performance marketing investment ratio.
We aim to achieve quarterly tROI of one year or less. Historically, over the past eight quarters ending December 31, 2023, we have been able to consistently achieve tROI of less than six months. The second measure for our paid marketing efficiency is the cumulative revenue to performance marketing investment ratio.
Operating Results For a discussion of our results of operations for the year ended December 31, 2020, including a year-to-year comparison between 2021 and 2020, and a discussion of our liquidity and capital resources for the year ended December 31, 2020, refer to Item 5.
Operating Results For a discussion of our results of operations for the year ended December 31, 2021, including a year-to-year comparison between 2022 and 2021, and a discussion of our liquidity and capital resources for the year ended December 31, 2021, refer to Item 5.
We expect cost of revenue to increase in absolute dollars in future periods due to higher payment processing companies’ fees, server hosting fees and employee-related costs in order to support additional transaction volume on our platform. The level and timing of all of these items could fluctuate and affect our cost of revenue in the future.
We expect cost of revenue to increase in absolute dollars in future periods due to higher payment processing companies’ fees, server hosting fees and employee-related costs that are required to support additional transaction volume on our platform. The level and timing of all of these items could fluctuate and affect our cost of revenue in the future.
“Operating and Financial Review and Prospects” in our Annual Report on Form 20-F for the year ended December 31, 2021.
“Operating and Financial Review and Prospects” in our Annual Report on Form 20-F for the year ended December 31, 2022.
Spend per buyer 2019-2022 Key financial and operating metrics We monitor the following key financial and operating metrics to evaluate the growth of our business, measure our performance, identify trends affecting our business, formulate business plans and make strategic decisions. • “ Active buyers ” means buyers who have ordered a Gig or other services on Fiverr within the last 12-month period, irrespective of cancellations.
Key financial and operating metrics We monitor the following key financial and operating metrics to evaluate the growth of our business, measure our performance, identify trends affecting our business, formulate business plans and make strategic decisions. • “ Active buyers ” means buyers who have ordered a Gig or other services on Fiverr within the last 12-month period, irrespective of cancellations.
During the second quarter of 2022 due to an adverse change in macro-economic conditions we recorded an impairment of intangible assets in the amount of $27.6 million mainly in connection with the asset group related to Stoke acquisition, asset group reated to CreativeLive acquisition and internal use software capitalization.
During the second quarter of 2022 due to an adverse change in macroeconomic conditions we recorded an impairment of intangible assets in the amount of $27.6 million mainly in connection with the asset group related to Stoke acquisition, asset group related to CreativeLive acquisition and internal use software capitalization.
Our platform includes over 600 categories across ten verticals, including Graphics & Design, Digital Marketing, Writing & Translation, Video & Animation, Music & Audio, Programming & Tech, Business, Data, Lifestyle, and Photography. For the years ended December 31, 2022, 2021 and 2020, no single category accounted for more than 15% of our core marketplace revenue.
Our platform includes over 700 categories across ten verticals, including Graphics & Design, Digital Marketing, Writing & Translation, Video & Animation, Music & Audio, Programming & Tech, Business, Data, Lifestyle, and Photography. For the years ended December 31, 2023, 2022 and 2021, no single category accounted for more than 15% of our core platform revenue.
Our research and development activities are primarily located in Israel, with additional employees and contractors engaged in research and development activities for us in the US and Ukraine. Research and development expenses are primarily comprised of costs of our research and development personnel and other development-related expenses.
Research and Development, Patents and Licenses, Etc. Our research and development activities are primarily located in Israel, with additional employees and contractors engaged in research and development activities for us in the US and Ukraine. Research and development expenses are primarily comprised of costs of our research and development personnel and other development-related expenses.
Our development strategy is focused on identifying updates and enhanced features for our existing offerings, developing new offerings that are tailored to our registered users’ needs and often arise out of their suggestions, and improving the performance of our platform. In 2022, research and development costs accounted for approximately 27.4% of our total revenue.
Our development strategy is focused on identifying updates and enhanced features for our existing offerings, developing new offerings that are tailored to our registered users’ needs and often arise out of their suggestions, and improving the performance of our platform. In 2023, research and development costs accounted for approximately 25.1% of our total revenue.
See also “Item 3.D. – Risk Factors – Adverse economic conditions can materially adversely affect the Company’s business, results of operations and financial condition, due to impacts on consumer and business spending and demand for our services.” E.
See also Item 3.D. “Risk Factors” – Adverse economic conditions can materially adversely affect the Company’s business, results of operations and financial condition, due to impacts on consumer and business spending and demand for our services.” E.
Cost of revenue is mainly comprised of expenses related to payment processing companies’ fees, server hosting fees, costs of customer support personnel, amortization of capitalized internal-use software and developed technology and courses.
Cost of revenue primarily consists of expenses related to payment processing companies’ fees, server hosting fees, costs of customer support personnel, amortization of capitalized internal-use software and developed technology and courses.
The following table sets forth our key performance indicators as of December 31, 2022 and 2021: As of December 31, 2022 2021 Active buyers (in thousands) 4,275 4,217 Spend per buyer $ 262 $ 242 49 Components of our results of operations Revenue. Our revenue is primarily comprised of transaction fees and service fees.
The following table sets forth our key performance indicators as of December 31, 2023 and 2022: As of December 31, 2023 2022 Active buyers (in thousands) 4,077 4,275 Spend per buyer $ 278 $ 262 58 Components of our results of operations Revenue. Our revenue is primarily comprised of transaction fees and service fees.
The critical accounting estimates that we believe have the most significant impact on our consolidated financial statements are discussed below.
The critical accounting estimates that we believe have the most significant impact on our consolidated financial statements are discussed below. Revenue recognition Our customers are the users on our platform.
Research and development expenses are primarily comprised of costs of our research and development personnel and other development-related expenses. Research and development costs are expensed as incurred, except to the extent that such costs are associated with internal-use software that qualifies for capitalization.
Research and development expenses are primarily comprised of costs of our research and development personnel, related overhead costs, including share-based compensation, development related activities expenses including new initiatives and other. Research and development costs are expensed as incurred, except to the extent that such costs are associated with internal-use software that qualifies for capitalization.
To track our growth and the underlying dynamics of our business, we closely monitor and analyze the behavior of our annual buyer cohorts. We define an annual buyer cohort based on the year when the buyer’s first purchase on our platform was made. Historically, we have observed consistency across our annual buyer cohorts.
Consistent cohort behavior Our business has historically benefited from strong cohort revenue consistency. To track our growth and the underlying dynamics of our business, we closely monitor and analyze the behavior of our annual buyer cohorts. We define an annual buyer cohort based on the year when the buyer’s first purchase on our platform was made.
Our take rate is sustainable and has grown moderately over time as we provide more value to buyers and sellers through products and offerings such as Promoted Gigs, Seller Plus, ClearVoice, CreativeLive, Fiverr Learn, Fiverr Workspace, WorkingNotWorking and Stoke Talent. 45 Our revenue is diversified and generated from a broad mix of digital services.
Our take rate is sustainable and has grown moderately over time as we provide more value to buyers and sellers through products and offerings such as Promoted Gigs, Seller Plus, and other value-added services. Our revenue is diversified and generated from a broad mix of digital services.
In addition, certain information relied upon by us in preparing such estimates includes internally generated financial and operating information, external market information, when available, and when necessary, information obtained from consultations with third-parties. Actual results may differ from these estimates. See Item 3.D. “Risk Factors” for a discussion of the possible risks that may affect these estimates.
In addition, certain information relied upon by us in preparing such estimates includes internally generated financial and operating information, external market information, when available, and when necessary, information obtained from consultations with third-parties. Actual results may differ from these estimates. See Item 3.D.
We believe that our cash generated from operating activities, along with existing cash, cash equivalents, marketable securities and bank deposits will be sufficient to fund our working capital and capital expenditures for at least the next 12 months. We also expect our sources of liquidity will be sufficient to fund our long-term contractual obligations and capital needs.
We believe that our cash generated from operating activities, along with existing cash, cash equivalents, marketable securities and bank deposits will be sufficient to fund our working capital and capital expenditures for at least the next 12 months.
On or after November 5, 2023 and from time to time prior to the 42nd scheduled trading day immediately preceding the maturity date, we may redeem, for cash, all or part of the Convertible Notes, at our option, if the last reported sale price of our ordinary shares has been at least 130% of the conversion price then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading day period (including the last trading day of such period) ending on, and including, the trading day immediately preceding the date on which we provide notice of the redemption at a redemption price equal to 100% of the principal amount of the Convertible Notes to be redeemed, plus accrued and unpaid special interest, if any, to, but excluding, the redemption date.
Upon conversion, the Company will pay or deliver, as the case may be, cash, ordinary shares or a combination of cash and ordinary shares, at the Company’s election. 63 We may redeem, for cash, all or part of the Convertible Notes, at our option, if the last reported sale price of our ordinary shares has been at least 130% of the conversion price then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading day period (including the last trading day of such period) ending on, and including, the trading day immediately preceding the date on which we provide notice of the redemption at a redemption price equal to 100% of the principal amount of the Convertible Notes to be redeemed, plus accrued and unpaid special interest, if any, to, but excluding, the redemption date.
We intend to continue to invest in our sales and marketing capabilities in the future to continue to increase our brand awareness and grow our business.
We intend to continue to invest in our sales and marketing capabilities in the future to drive revenue growth and to continue to increase our brand awareness.
As of December 31, 2022, we had net operating loss carryforwards for U.S. tax purposes in the amount of approximately $75,695 million, which is expected to be subject to certain limitations under Internal Revenue Code, or IRC, Section 382 following changes in control that occurred upon acquisition of both Clear Voice, Working Not Working and CreativeLive. 50 A.
“Taxation . ” As of December 31, 2023, we had net operating loss carryforwards for U.S. tax purposes in the amount of approximately $34.5 million, which are expected to be subject to certain limitations under Internal Revenue Code, or IRC, Section 382 following changes in control that occurred upon acquisition of both ClearVoice, Working Not Working and CreativeLive. 59 A.
In the year ended December 31, 2022, we had 4.3 million active buyers on our platform. We were founded in 2010 by entrepreneurs who have extensive experience working with freelancers and who have witnessed firsthand how challenging the process can be.
In the year ended December 31, 2023, we had 4.1 million active buyers on our platform. We were founded in 2010 by entrepreneurs who have extensive experience working with freelancers and who have witnessed firsthand how challenging the process can be. Our platform has simplified and streamlined this process for both buyers and sellers.
We believe that the accounting estimates discussed below are critical to our financial results and to the understanding of our past and future performance, as these policies relate to the more significant areas involving management’s estimates and assumptions.
“Risk Factors” for a discussion of the possible risks that may affect these estimates. 64 We believe that the accounting estimates discussed below are critical to our financial results and to the understanding of our past and future performance, as these policies relate to the more significant areas involving management’s estimates and assumptions.
For the years ended December 31, 2022 and 2021, we derived approximately 74.4% and 72.9% of our revenue from transaction fees, respectively, and approximately 25.6% and 27.1% of our revenue from service fees, respectively.
For the years ended December 31, 2023 and 2022, we derived approximately 74.8% and 74.4% of our revenue from transaction fees, respectively, and approximately 25.2% and 25.6% of our revenue from service fees, respectively.
For example, as of December 31, 2022, revenue from the Q4’22 cohort had already amounted to 0.9x of our performance marketing investments during that quarter and the cumulative revenue from the Q4’19 cohort has reached 4.2x of our performance marketing investments during that quarter.
For example, as of December 31, 2023, revenue from the Q4’23 cohort had already amounted to 0.9x of our performance marketing investments during that quarter and the cumulative revenue from the Q4’20 cohort has reached 3.6x of our performance marketing investments during that quarter.
In determining the estimated fair value of the the asset group, we utilized a discounted cash flow model. The key assumptions within the model related to forecasting of future revenue, appropriate discount rate and appropriate terminal value based on the nature of the asset group.
In determining the estimated fair value of the asset group, we utilized a discounted cash flow model. The key assumptions within the model related to forecasting of future revenue, appropriate discount rate and appropriate terminal value based on the nature of the asset group. No impairment of intangible assets was recorded for the year ended December 31, 2023. 66
Bank National Association, as trustee. The Convertible Notes are convertible based upon an initial conversion rate of 4.6823 of our ordinary shares, per $1,000 principal amount of Convertible Notes (equivalent to a conversion price of approximately $213.57 per ordinary share).
The Convertible Notes were issued pursuant to an indenture, dated October 13, 2020, or the Indenture, between us and U.S. Bank National Association, as trustee. The Convertible Notes are convertible based upon an initial conversion rate of 4.6823 of our ordinary shares, per $1,000 principal amount of Convertible Notes (equivalent to a conversion price of approximately $213.57 per ordinary share).
Our platform has simplified and streamlined this process for both buyers and sellers and, as a result, we have experienced significant growth and reached a meaningful scale. Our GMV for the years ended December 31, 2022, 2021 and 2020 was $1,118.3 million, $1,018.7 million and $699.3 million, respectively.
As a result, we have experienced significant growth and reached a meaningful scale. Our GMV for the years ended December 31, 2023, 2022 and 2021 was $1,134.7 million, $1,118.3 million, and $1,018.7 million, respectively.
As of December 31, 2022 and 2021 we had $651.9 million and $641.0 million, respectively, of cash, cash equivalents, bank deposits and marketable securities . In addition, we had restricted cash and restricted deposits related to the loan to finance leasehold improvements in our office space of $1.2 million and $3.0 million as of December 31, 2022 and 2021, respectively.
In addition, we had restricted cash and restricted deposits related to the loan to finance leasehold improvements and our office space lease agreement of $1.3 million and $1.2 million as of December 31, 2023 and 2022, respectively. Our marketable securities amounted to $476.1 million and $431.1 million as of December 31, 2023 and 2022.
No Goodwill impairment was recorded for the years ended December 31, 2022 and 2021. Intangible assets that are considered to have definite useful life are amortized using the straight-line basis over their estimated useful lives, which ranges from 2 to 10 years.
Intangible assets that are considered to have definite useful life are amortized using the straight-line basis over their estimated useful lives, which ranges from 2 to 10 years.
The following table sets forth the geographic breakdown of revenues for the periods indicated: 2022 2021 2020 (in thousands) U.S. $ 172,704 $ 154,360 $ 100,706 Europe 84,484 77,019 48,331 Asia Pacific 48,585 38,437 22,814 Rest of the world 28,153 24,991 15,715 Israel 3,440 2,855 1,944 Total $ 337,366 $ 297,662 $ 189,510 Cost of revenue .
The following table sets forth the geographic breakdown of revenues for the periods indicated: 2023 2022 2021 (in thousands ) U.S. $ 178,450 $ 172,704 $ 154,360 Europe 95,593 84,484 77,019 Asia Pacific 54,400 48,585 38,437 Rest of the world 29,664 28,153 24,991 Israel 3,268 3,440 2,855 Total $ 361,375 $ 337,366 $ 297,662 Cost of revenue .
Our spend per buyer as of December 31, 2022, was $262, up 8% from $242 as of December 31, 2021. For the years ended December 31, 2022, and 2021 buyers who spent over $500 accounted for 63% of our core marketplace revenue.
Our spend per buyer as of December 31, 2023, was $278, up 6% from $262 as of December 31, 2022. For the year ended December 31, 2023, buyers who spent over $500 accounted for 64% of our core platform revenue, up from 63% for the year ended December 31, 2022.
We expect that our general and administrative expenses will grow over time as we grow our business, as well as to cover the additional cost and expenses associated with maintaining a publicly listed company. Impairment of intangible assets. Impairment of intangible assets and internal use software capitalization as a result of adverse change in macroeconomic conditions. Financial expenses, net.
General and administrative expenses are expensed as incurred. We expect that our general and administrative expenses will grow over time as we grow our business, as well as to cover the additional cost and expenses associated with maintaining a publicly listed company. Impairment of intangible assets.
Financial expenses , net primarily include amortization of discount and issuance costs of Convertible Notes, interest earned on cash and cash equivalents and marketable securities, exchange rate gains (losses) due to foreign exchange fluctuations and other financial expenses in connection with bank charges and long-term loan. Income taxes.
In addition, amortization of discount and issuance costs of our Convertible Notes, exchange rate gains (losses) due to foreign exchange fluctuations and other financial expenses in connection with bank charges and long-term loan. Income taxes. Income taxes primarily include reserves for uncertain tax positions.
Sales and marketing Sales and marketing expenses increased by $15.2 million, or 9.6%, to $174.6 million for the year ended December 31, 2022 from $159.4 million for the year ended December 31, 2021.
Sales and marketing Sales and marketing expenses decreased by $13.4 million, or 7.7%, to $161.2 million for the year ended December 31, 2023 from $174.6 million for the year ended December 31, 2022.
The estimated fair values and useful lives of identifiable intangible assets are based on many factors, including estimates and assumptions of future operating performance and cash flows of the acquired business, the nature of the business acquired and the specific characteristics of the identified intangible assets.
The excess of the purchase price over the amount allocated to the identifiable assets and liabilities, if any, is recorded as goodwill. 65 The estimated fair values and useful lives of identifiable intangible assets are based on many factors, including estimates and assumptions of future operating performance and cash flows of the acquired business, the nature of the business acquired and the specific characteristics of the identified intangible assets.
On that basis, we set out to design a digital marketplace that is built with a comprehensive SKU-like services catalog and an efficient search, find and order process that mirrors a typical e-commerce transaction. We believe our model reduces friction and uncertainties for both buyers and sellers.
On that basis, we set out to design a digital services marketplace that is built with a comprehensive SKU-like services catalog and an efficient search, find and order process that mirrors a typical e-commerce transaction. We call this the Service-as-a-Product, or the SaaP model.
General and administrative General and administrative expenses decreased by $1.5 million, or 2.8%, to $51.2 million for the year ended December 31, 2022 from $52.6 million for the year ended December 31, 2021.
General and administrative General and administrative expenses increased by $11.5 million, or 22.6%, to $62.7 million for the year ended December 31, 2023 from $51.2 million for the year ended December 31, 2022.
At the same time, this buyer may recommend our platform to a colleague in another department who may use our platform for video editing services. Repeat buyers generally increase spend on our platform over time.
For example, a buyer can purchase design content for a brochure and later return to our platform for market research, an entirely different service category. At the same time, this buyer may recommend our platform to a colleague in another department who may use our platform for video editing services. Repeat buyers generally increase spend on our platform over time.
Impairment of intangible assets A $27.6 million impairment of intangible assets and internal use software capitalization for the year ended December 31, 2022, resulted from an adverse change in macroeconomic conditions.
This was partially offset by a decrease of $1.4 million in employee-related costs. Impairment of intangible assets No impairment was recorded for the year ended December 31, 2023 with respect to intangible assets. A $27.6 million impairment of intangible assets and internal use software capitalization for the year ended December 31, 2022 resulted from an adverse change in macroeconomic conditions.
Our contract liabilities mainly consist of deferred revenues from transaction and service fees received in advance for services for which control has not been yet obtained by the customers. Internal-use software Costs incurred to develop internal-use software are capitalized and amortized over the estimated useful life of the software, which is generally three years.
Our contract liabilities mainly consist of deferred revenues from transaction and service fees received in advance for services for which control has not been yet obtained by the customers.
Sales and marketing expenses are primarily comprised of costs of our marketing personnel, performance marketing investments, branding costs, amortization of customer relationships, creative relationships and trade name and other advertising costs. Sales and marketing expenses are expensed as incurred.
A significant component is performance marketing investments such as user acquisition costs, branding costs, marketing campaigns and other media advertisements, and amortization of customer relationships, creative relationships and trade name and other advertising costs. Sales and marketing expenses are expensed as incurred.
If the qualitative assessment does not result in a more likely than not indication of impairment, no further impairment testing is required. If it does result in a more likely than not indication of impairment, the two-step impairment test is performed.
ASC 350 allows an entity to first assess qualitative factors to determine whether it is necessary to perform the two-step quantitative goodwill impairment test. If the qualitative assessment does not result in a more likely than not indication of impairment, no further impairment testing is required.
Research and development Research and development costs increased by $13.3 million, or 16.7%, to $92.6 million for the year ended December 31, 2022 from $79.3 million for the year ended December 31, 2021.
Research and development Research and development costs decreased by $1.8 million, or 2.0%, to $90.7 million for the year ended December 31, 2023 from $92.6 million for the year ended December 31, 2022.
For the years ended December 31, 2022, 2021 and 2020, our revenue was $337.4 million, $297.7 million and $189.5 million, respectively, most of which was driven by repeat buyers whose collective spend on our platform continues to increase. These favorable dynamics provide us with revenue visibility and predictability.
Our revenue growth has been driven by a combination of active buyers, spend per buyer and take rate growth. For the years ended December 31, 2023, 2022 and 2021, our revenue was $361.4 million, $337.4 million, and $297.7 million, respectively, most of which was driven by repeat buyers whose collective spend on our platform continues to increase.
“Risk Factors—Risks related to our indebtedness and capital structure—The Capped Call Transaction may affect the value of our ordinary shares, and we may be subject to counterparty risk with respect to the Capped Call Transactions.” 54 C. Research and Development, Patents and Licenses, Etc.
In connection with the issuance of the Convertible Notes, we entered into privately negotiated capped call transactions with certain financial institutions. See Item 3.D. “Risk Factors—Risks related to our indebtedness and capital structure—The Capped Call Transaction may affect the value of our ordinary shares, and we may be subject to counterparty risk with respect to the Capped Call Transactions.” C.
Our business model We operate a marketplace model where we derive our revenue from transaction fees and service fees that are based on the total value of transactions ordered through our platform. Our revenue growth has been driven primarily by the growth of active buyers and spend per buyer.
Our business model We operate a marketplace model where we derive the majority of our revenue from transaction fees and service fees that are based on the total value of transactions ordered through our platform. Additionally, we drive certain revenues from value-added services provided to our buyer and seller community.
Cost of revenue Cost of revenue increased by $14.2 million, or 27.5%, to $65.9 million for the year ended December 31, 2022 from $51.7 million for the year ended December 31, 2021.
Cost of revenue Cost of revenue decreased by $4.1 million, or 6.2%, to $61.8 million for the year ended December 31, 2023 from $65.9 million for the year ended December 31, 2022.
The estimates and assumptions used to determine the fair values and useful lives of identified intangible assets could change due to numerous factors, including market conditions, technological developments, economic conditions and competition. 55 Contingent consideration incurred in a business combination is included as part of the acquisition price and recorded at a probability weighted assessment of the fair value as of the acquisition date.
The estimates and assumptions used to determine the fair values and useful lives of identified intangible assets could change due to numerous factors, including market conditions, technological developments, economic conditions and competition.
The consistent behavior of our cohorts is driven first by repeat spending by our buyers as well as by the overall size of our buyer base, which normalizes the fluctuation of individual buyer behavior.
The consistent behavior of our cohorts is driven first by repeat spending by our buyers as well as by the overall size of our buyer base, which normalizes the fluctuation of individual buyer behavior. We experienced elevated spending levels across our cohorts in 2020 and 2021, as COVID-19 led to more usage of remote and freelancer workforce.
The fair value of the contingent consideration is re-measured at each reporting period, with any adjustments in fair value recognized in earnings under general and administrative expenses. Acquisition related costs incurred by us are not included as a component of consideration transferred but are accounted for as an expense in the period in which the costs are incurred.
Contingent consideration incurred in a business combination is included as part of the acquisition price and recorded at a probability weighted assessment of the fair value as of the acquisition date. The fair value of the contingent consideration is re-measured at each reporting period, with any adjustments in fair value recognized in earnings under general and administrative expenses.
We believe we are able to command our take rate because of the value we provide to our buyers and sellers in an otherwise fragmented, unstandardized and high-friction industry.
Our take rate, or revenue as a percentage of GMV, was 31.8%, 30.2%, and 29.2% for the years ended December 31, 2023, 2022 and 2021, respectively. We believe we are able to command our take rate because of the value we provide to our buyers and sellers in an otherwise fragmented, unstandardized and high-friction industry.
Description of Convertible Notes and Capped Call Transaction Financing On October 13, 2020, we closed a private offering of $460.0 million principal amount of 0% coupon rate Convertible Senior Notes due 2025, or the Convertible Notes. The Convertible Notes were issued pursuant to an indenture, dated October 13, 2020, or the Indenture, between us and U.S.
This was partially offset by a decrease of $1.0 million in proceeds from exercise of share options. Description of Convertible Notes and Capped Call Transaction Financing On October 13, 2020, we closed a private offering of $460.0 million principal amount of 0% coupon rate Convertible Senior Notes due 2025, or the Convertible Notes.
Alternatively, ASC 350 permits an entity to bypass the qualitative assessment for any reporting unit and proceed directly to performing the first step of the goodwill impairment test. We operate in one reporting segment, and this segment comprises our only reporting unit.
If it does result in a more likely than not indication of impairment, the two-step impairment test is performed. Alternatively, ASC 350 permits an entity to bypass the qualitative assessment for any reporting unit and proceed directly to performing the first step of the goodwill impairment test.
This increase was primarily due to an increase of $2.9 million in payment processing fees driven by increase in revenue, an increase of $5.3 million due to employee-related costs and subcontractors costs, an increase of $3.2 million in amortization of capitalized internal-use software and developed technology, an increase of $1.1 million in share-based compensation, an increase of $0.9 million in hosting fees and an increase of $0.5 million in IT and production services.
This was primarily due to a decrease of $2.8 million in amortization of capitalized internal-use software and developed technology and a decrease of $1.7 million due to saving of talent and contractors services. The decrease was partially offset by an increase of $0.2 million in hosting costs and an increase of $0.2 million in employee-related costs and subcontractors costs.
This decrease primarily resulted from a $7.0 million decrease in tax withholding in connection with exercises of employees’ share options and vested RSU’s. This was partially offset by a decrease of $4.5 million in proceeds from exercise of share options and a decrease of $1.7 million in repayment of long-term loan.
This increase primarily resulted from a $2.3 million related to prior year repayment of long-term loan, a decrease of $2.1 million in tax withholding in connection with exercises of employees’ share options and vested RSU’s and $1.1 million due to prior year payment of contingent consideration.
This decrease was partially offset by an increase of $63.1 due to proceeds from maturities of marketable securities. 53 Net cash used in financing activities Net cash used in financing activities was $1.6 million for the year ended December 31, 2022, a decrease of $0.8 million compared to $2.4 million cash used in for the year ended December 31, 2021.
Net cash provided by (used in) financing activities Net cash provided by financing activities was $2.9 million for the year ended December 31, 2023, an increase of $4.5 million from ($1.6) million cash used in for the year ended December 31, 2022.
The increase was mainly due to a 1% increase in the number of active buyers and a 8% increase in spend per buyer over the same time period and an increase of 100 basis points in our take rate, as we continue to grow our core platform including continued expansion of freelancer tools such as Promoted Gigs and Seller Plus, as well as the additional revenue from back-office software subscriptions, e-learning courses, content marketing subscriptions, creative talent platform, and freelancer management platform.
We continue to grow our core platform and continued expansion of freelancer tools such as Promoted Gigs and Seller Plus, as well as the additional revenue e-learning courses, content marketing subscriptions, creative talent platform and freelancer management platform.
This increase was primarily driven by increases of $10.2 million in performance marketing investments and other marketing campaigns and brand activities, an increase of $3.1 million in share-based compensation and an increase of $2.2 million in employee-related and subcontractors costs.
This decrease was primarily driven by a lower investment of $6.4 million in marketing campaigns and brand activities, a decrease of $3.9 million in share-based compensation, a decrease of $1.5 million in employee-related and subcontractors costs, a decrease of $1.3 million in intangible assets amortization and a decrease of $0.3 million in hedging expenses.
We do not rely on a direct sales force, further enhancing the scalability of our business model. Our revenue is well diversified across our buyers, with no buyer contributing more than 1% of core marketplace revenue in the years ended December 31, 2022, 2021 or 2020.
Our revenue is well diversified across our buyers, with no buyer contributing more than 1% of core platform revenue in the years ended December 31, 2023, 2022 or 2021. We drive a majority of our buyer acquisition through organic channels, supplemented by efficient performance marketing investments.
As shown in the figure below, the aggregate spend of each cohort stabilizes after the first year and continues to contribute to a consistent stream of revenue for future years.
Historically, we have observed consistency across our annual buyer cohorts. As shown in the figure below, the biggest fluctuation in spend of each cohort happens in the first two years and then starts to stabilize and contribute to a consistent stream of revenue for future years.
This increase was primarily driven by an increase of $7.4 million in employee-related and subcontractors costs, an increase of $3.9 million in share-based compensation and an increase of $1.7 million in IT subscriptions and other.
This was primarily driven by a decrease of $1.0 million in employee-related and subcontractors costs, a decrease of $0.7 million in facilities maintenance and related operational costs and a decrease of $0.5 million in hedging activity. This was partially offset by an increase of $0.4 million in IT & hosting services.
The number of active buyers on our platform has reached 4.3 million as of December 31, 2022, up from 4.2 million as of December 31, 2021. The key drivers of our active buyer base growth are continued buyer engagement and our buyer acquisition strategy. We are focused on increasing this strong base of active buyers, which we continue to monetize.
The key drivers of our active buyer base growth are continued buyer engagement and our buyer acquisition strategy. We are focused on increasing this strong base of active buyers, which we continue to monetize. We experience significant repeat business because buyers return to our platform as we offer a variety of freelance digital services that address different businesses’ needs.
We elected to perform an annual impairment test of goodwill as of October 1st of each year, or more frequently if impairment indicators are present. Due to the adverse change in macro-economic conditions mentioned in note 2h we preformed additional goodwill impairment test as of June 30, 2022.
We operate in one reporting segment, and this segment comprises our only reporting unit. We elected to perform an annual impairment test of goodwill as of October 1st of each year, or more frequently if impairment indicators are present.
We believe the repeat purchase activity from existing buyers reflects the underlying strength of our business and provides us with revenue visibility and predictability. 46 Consistent cohort behavior Our business has historically benefited from strong cohort revenue consistency.
For the year ended December 31, 2023, repeat buyers contributed 66% of our revenue on our core platform, up from 63% in the year ended December 31, 2022. We believe the repeat purchase activity from existing buyers reflects the underlying strength of our business and provides us with revenue visibility and predictability.
General and administrative expenses primarily include costs of our executive, finance, legal and other administrative personnel, costs associated with fraud risk reduction and others. General and administrative expenses are expensed as incurred.
General and administrative expenses primarily include overhead related costs, including share-based compensation of the Company’s executive, finance, legal, human resources and other administrative personnel. General and administrative expenses also include legal, accounting and other professional service fees, other corporate expenses, as well as chargeback expenses and costs associated with fraud risk reduction and others.
Net cash used in investing activities Net cash used in investing activities was $14.6 million for the year ended December 31, 2022, a decrease of $214.8 million compared to $229.5 million for the year ended December 31, 2021.
Net cash provided by (used in) investing activities Net cash provided by investing activities was $9.8 million for the year ended December 31, 2023, an increase of $24.4 million from ($14.6) million cash used in for the year ended December 31, 2022. The increase primarily resulted from $167.5 million of investments in marketable securities.
In 2025, our Convertible Notes (as defined below) will mature, and, depending on the price of our ordinary shares, we may need to pay the principal amount in cash, which as of December 31, 2022 is up to $460 million. Our primary requirements for liquidity and capital resources are to finance working capital, capital expenditures and general corporate purposes.
We also expect our sources of liquidity will be sufficient to fund our office lease long-term contractual obligations and the capital needs for our Convertible Notes (as defined below) that will mature in 2025, and, depending on the price of our ordinary shares, we may need to pay the principal amount in cash.
This was partially offset by an increase of $0.9 million due to financial expenses related to hedging transactions and a $0.6 million increase in bank charges and commissions. Income taxes Income taxes increased by $0.4 million for the year ended December 31, 2022 mainly due to uncertain tax provision. 52 B.
Income taxes Income taxes increased by $0.8 million for the year ended December 31, 2023 mainly due to uncertain tax provision and income taxes in the US. B.
However, this is subject, to a certain extent, to general economic, financial, competitive, regulatory and other factors that are beyond our control. Our future financing requirements will depend on many factors including our growth rate, the timing and extent of spending to support development of our platform and the expansion of marketing activities.
Our future financing requirements will depend on many factors including our growth rate, the timing and extent of spending to support development of our platform and the expansion of marketing activities. Our capital expenditures for fiscal years 2023, 2022 and 2021 amounted to $1.1 million, $2.2 million and $2.6 million, respectively.