Biggest changeThis increase was primarily due to $42.1 million in stock-based compensation expense (which reflects the increase related to the cumulative stock-based compensation expense in connection with our IPO, net of the absence in the current period of stock-based compensation expense of $27.4 million recognized in connection with the 2020 Equity Transactions as described above), $11.9 million in personnel-related costs due to annual compensation adjustments and higher headcount, $4.5 million in professional services fees, comprised primarily of legal, accounting, and consulting fees, $3.9 million related to a legal settlement, $1.9 million in directors and officers insurance, $0.5 million in software license fees, $0.5 million in other taxes and licenses, and $0.7 million in other individually immaterial costs.
Biggest changeThis increase was primarily due to increases of $6.0 million in personnel-related costs due to compensation adjustments, $4.9 million in professional services fees, comprised primarily of legal, accounting, and consulting fees, $2.7 million in tax reserves in accordance with ASC 450, partially offset by a decrease of $3.3 million in directors and officers insurance.
Key business metrics and our financial performance are impacted by various factors discussed below, including fluctuations in the value of foreign currencies relative to the U.S. dollar. We also review customer data used for calculating these key business metrics on an ongoing basis and make the necessary modifications resulting from such review.
Key business metrics and our financial performance are impacted by various factors discussed below, including fluctuations in the value of foreign currencies relative to the U.S. dollar. We also review customer data used for calculating these key business metrics on an ongoing basis and make necessary modifications resulting from such review.
To calculate net dollar retention rate as of a particular date, we first determine "Entering ARR," which is ARR from the population of our customers as of 12 months prior to the end of the reporting period. We then calculate the "Ending ARR" from the same set of customers as of the end of the reporting period.
To calculate net dollar retention rate as of a particular date, we first determine "Entering ARR," which is ARR from the population of our customers as of 12 months prior to the end of the reporting period. We then calculate the "Ending ARR" which is ARR from the same set of customers as of the end of the reporting period.
We exclude the following items from one or more of our non-GAAP financial measures, including the related income tax effect of these adjustments: • Stock-based compensation expense. We exclude stock-based compensation expense, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this expense provides meaningful supplemental information regarding operational performance.
We exclude the following items from one or more of our non-GAAP financial measures, including the related income tax effect of these adjustments: • Stock-based compensation expense. We exclude stock-based compensation, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this expense provides meaningful supplemental information regarding operational performance.
However, our gross profit and gross margin may fluctuate from period to period due to the timing and extent of our investments in third-party hosting capacity, expansion of our cloud-based infrastructure, and customer support, and professional services organizations, as well as the amortization of costs associated with capitalized internal-use software.
However, our gross profit and gross margin may fluctuate from period to period due to the timing and extent of our investments in third-party hosting capacity, expansion of our cloud-based infrastructure, customer support, and professional services organizations, as well as the amortization of costs associated with capitalized internal-use software.
Investing Activities Net cash used in investing activities of $284.8 million for the year ended December 31, 2022 consisted of $272.7 million in purchases, net of maturities and sales, of marketable securities, $7.0 million in purchases, net of proceeds from sale of property and equipment, and $5.1 million related to the capitalization of internal-use software.
Net cash used in investing activities of $284.8 million for the year ended December 31, 2022 consisted of $272.7 million in purchases, net of maturities and sales of marketable securities, $7.0 million in purchases, net of proceeds from sale of property and equipment and $5.1 million related to the capitalization of internal-use software.
Financing Activities Net cash used in financing activities of $156.4 million for the year ended December 31, 2022 consisted primarily of $167.2 million in payment of withholding taxes on net share settlement of equity awards, partially offset by $10.9 million in proceeds from issuance of common stock under employee stock purchase plan, net.
Net cash used in financing activities of $156.4 million for the year ended December 31, 2022 consisted primarily of $167.2 million in payment of withholding taxes on net share settlement of equity awards, partially offset by $10.9 million in proceeds from issuance of common stock under our employee stock purchase plan, net.
For the years ended December 31, 2022 and 2021, we recorded a provision for income taxes of $11.3 million, and $10.5 million, respectively, on loss before taxes of $220.8 million and $181.5 million, respectively. The effective tax rates for the years ended December 31, 2022 and 2021 were (5.1)% and (5.8)% respectively.
For the years ended December 31, 2022 and 2021, we recorded provision for income taxes of $11.3 million and $10.5 million, respectively, on loss before taxes of $220.8 million and $181.5 million, respectively. The effective tax rates for the years ended December 31, 2022 and 2021 were (5.1)% and (5.8)% respectively.
As of December 31, 2022, we have two primary products with over $100 million in ARR, Freshdesk and Freshservice. We intend to invest in growing our research and development team to extend the functionality of our solutions and continue to bring new solutions to market. Our investments in our Neo platform have helped us accelerate the pace of innovation.
As of December 31, 2023, we have two primary products with over $100 million in ARR, Freshdesk and Freshservice. We intend to invest in growing our research and development team to extend the functionality of our solutions and continue to bring new solutions to market. Our investments in our Neo platform have helped us accelerate the pace of innovation.
Net cash provided by operating activities of $11.5 million for the year ended December 31, 2021 reflects our net loss of $192.0 million, adjusted for non-cash items such as stock-based compensation of $173.4 million, gain realized on sale of non-marketable equity investment of $23.8 million, depreciation and amortization of $13.3 million, amortization of deferred contract acquisition costs of $12.8 million, deferred income taxes of $1.9 million, premium amortization on marketable securities of $1.8 million, and net cash inflows of $28.0 million from changes in operating assets and liabilities.
Net cash provided by operating activities of $11.5 million for the year ended December 31, 2021 reflects our net loss of $192.0 million, adjusted for non-cash items such as stock-based compensation of $173.4 million, gain realized on sale of non-marketable equity investment of $23.8 million, depreciation and amortization of $13.3 million, amortization of deferred contract acquisition costs of $12.8 million, deferred income taxes of $1.9 million, discount amortization on marketable 64 Table of Contents securities of $1.8 million and net cash inflows of $28.0 million from changes in operating assets and liabilities.
We believe that our market remains largely underserved. We intend to invest aggressively in our direct and indirect sales and marketing capabilities, including investments in our outbound sales motion. We have been global from our earliest product sales and our global footprint continues to expand, with customers in more than 170 countries.
We believe that our market remains largely underserved. We intend to invest aggressively in our direct and indirect sales and marketing capabilities, including investments in our outbound sales motion. We have been global from our earliest product sales and our global footprint continues to expand, with customers in approximately 170 countries.
We plan to support more languages, recruit partners, hire sales and customer experience personnel in additional countries as needed, and expand our presence in countries where we already operate.
We plan to support more languages, recruit partners, hire sales and customer service personnel in additional countries as needed, and expand our presence in countries where we already operate.
We evaluate our estimates, assumptions, and judgments on an ongoing basis. Our significant accounting policies are discussed in detail in Note 2, Summary of Significant Accounting Policies, to the consolidated financial statements included in Item 8 of Part II of this 10-K.
We evaluate our estimates, assumptions, and judgments on an ongoing basis. 53 Table of Contents Our significant accounting policies are discussed in detail in Note 2, Summary of Significant Accounting Policies, to the consolidated financial statements included in Item 8 of Part II of this 10-K.
We believe that the number of customers that contribute more than $5,000 in ARR is an indicator of our success in expanding upmarket to larger businesses. We also run focused programs to acquire startup and incubator customers.
We believe that 51 Table of Contents the number of customers that contribute more than $5,000 in ARR is an indicator of our success in expanding upmarket to larger businesses. We also run focused programs to acquire startup and incubator customers.
We define non-GAAP net loss as GAAP net loss, excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, acquisition-related expenses, and gain on sale of non-marketable equity investments, net of their related tax effects.
We define non-GAAP net income (loss) as GAAP net loss, excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, and gain on sale of non-marketable equity investments, net of their related tax effects.
Since inception, we have funded our operations primarily with financing through the issuance of redeemable convertible preferred and common stock to investors, and in September 2021, we completed our IPO that generated net proceeds of approximately $1.1 billion. As of December 31, 2022, we had an accumulated deficit of $3.5 billion.
Since inception, we have funded our operations primarily with financing through the issuance of redeemable convertible preferred and common stock to investors, and in September 2021, we completed our IPO that generated net proceeds of approximately $1.1 billion. As of December 31, 2023, we had an accumulated deficit of $3.6 billion.
The preparation of these consolidated financial statements requires our management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods.
The preparation of these consolidated financial statements requires our management to make estimates, assumptions, and judgments that affect the reported amounts of assets, liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue, costs and expenses and related disclosures during the applicable periods.
These customers represented 48% of total ARR as of December 31, 2022, illustrating the large opportunity we have to sell additional products to our current customer base and drive growth. We continue to increase the number of customers that have entered into larger subscriptions with us.
These customers represented 47% of total ARR as of December 31, 2023, illustrating the large opportunity we have to sell additional products to our current customer base and drive growth. We continue to increase the number of customers that have entered into larger subscriptions with us.
The net cash outflows from changes in operating assets and liabilities were due to increases of operating assets of $28.6 million in deferred contract acquisition costs, $18.9 million in accounts receivable, $8.1 million in 59 Table o f Contents prepaid expenses and other assets and a decrease of $8.8 million in operating lease liabilities; partially offset by increases in operating liabilities of $45.5 million in deferred revenue and $7.7 million in accrued and other liabilities.
The net cash outflows from changes in operating assets and liabilities were due to increases of operating assets of $28.6 million in deferred contract acquisition costs, $18.9 million in accounts receivable, $8.1 million in prepaid expenses and other assets and a decrease of $8.8 million in operating lease liabilities; partially offset by increases in operating liabilities of $45.5 million in deferred revenue and $7.7 million in accrued and other liabilities.
Lease liabilities are measured based on the present 62 Table o f Contents value of the total lease payments not yet paid, discounted based on either the rate implicit in the lease or the Company's incremental borrowing rate (the estimated rate the Company would be required to pay for a collateralized borrowing equal to the total lease payments over the term of the lease), whichever is more readily determinable.
Lease liabilities are measured based on the present value of the total lease payments not yet paid, discounted based on either the rate implicit in the lease or the Company's incremental borrowing rate (the estimated rate the Company would be required to pay for a collateralized borrowing equal to the total lease payments over the term of the lease), whichever is more readily determinable.
In particular, stock-based compensation expense is not comparable across companies due to the variety of valuation methodologies and assumptions. • Employer payroll taxes on employee stock transactions.
In particular, stock-based compensation expense is not comparable across companies given the variety of valuation methodologies and assumptions. • Employer payroll taxes on employee stock transactions.
For the year ended December 31, 2022, we had approximately 26% of revenue exposure related to the Euro and British Pound Sterling. If these conditions persist, they could have a material adverse impact on our results and our ability to accurately predict our future results and earnings.
For the years ended December 31, 2023 and 2022, we had approximately 27% and 26%, respectively, of revenue exposure related to the Euro and British Pound Sterling. If these conditions persist, they could have a material adverse impact on our results and our ability to accurately predict our future results and earnings.
Monthly subscriptions represented 20%, 24%, and 28% of ARR as of December 31, 2022, 2021 and 2020 respectively. The net dollar retention rate for customers on monthly contracts has generally been lower than our overall net dollar retention rate.
Monthly subscriptions represented 17%, 20%, and 24% of ARR as of December 31, 2023, 2022 and 2021 respectively. The net dollar retention rate for customers on monthly contracts has generally been lower than our overall net dollar retention rate.
See the section titled “Risk Factors” for further discussion of the challenges and risks we have encountered and could encounter related to these macroeconomic events. 47 Table o f Contents Key Factors Affecting Our Performance The growth and future success of our business depends on many factors.
See the section titled “Risk Factors” for further discussion of the challenges and risks we have encountered and could encounter related to these macroeconomic events. Key Factors Affecting Our Performance The growth and future success of our business depends on many factors.
Our approach to acquiring new customers allows us to benefit from user-driven, organic adoption of our products across organizations of all sizes, as well as enable our customers to standardize on our products across the organization. As of December 31, 2022 and 2021, we had more than 63,400 and 56,000 paying customers, respectively.
Our approach to acquiring new customers allows us to benefit from user-driven, organic adoption of our products across organizations of all sizes, as well as enable our customers to standardize on our products across the organization. As of December 31, 2023 and 2022, we had more than 67,100 and 63,400 paying customers, respectively.
December 31, 2022 2021 2020 Number of customers contributing more than $5,000 in ARR 17,722 14,814 11,570 ARR from customers contributing more than $5,000 in ARR as a percent of total ARR 87 % 85 % 82 % Net dollar retention rate 108 % 114 % 111 % Number of Customers Contributing More Than $5,000 in ARR We define our total customers contributing more than $5,000 in annual recurring revenue (ARR) as of a particular date as the number of business entities or individuals, represented by a unique domain or a unique email address, with one or more paid subscriptions to one or more of our products that contributed more than $5,000 in ARR.
December 31, 2023 2022 2021 Number of customers contributing more than $5,000 in ARR 20,261 17,722 14,814 ARR from customers contributing more than $5,000 in ARR as a percent of total ARR 89 % 87 % 85 % Net dollar retention rate 108 % 108 % 114 % Number of Customers Contributing More Than $5,000 in ARR We define our total customers contributing more than $5,000 in annual recurring revenue (ARR) as of a particular date as the number of business entities or individuals, represented by a unique domain or a unique email address, with one or more paid subscriptions to one or more of our products that contributed more than $5,000 in ARR.
Macroeconomic and Other Factors Current macroeconomic uncertainties, including inflationary pressures, significant volatility in global markets, geopolitical developments, and the ongoing impacts of the COVID-19 pandemic have impacted and may continue to impact business spending and the overall economy, and in turn our business. These macroeconomic events could adversely affect demand for our products and services.
Macroeconomic and Other Factors Current macroeconomic uncertainties, including inflationary pressures, significant volatility in global markets, and geopolitical developments have impacted and may continue to impact business spending and the overall economy, and in turn our business. These macroeconomic events could adversely affect demand for our products and services.
Subscription Revenue Subscription revenue is primarily comprised of fees paid by our customers for accessing our cloud-based software during the term of the arrangement. Our cloud-based services allow customers to use the multi-tenant software without requiring them 61 Table o f Contents to take possession of the software.
Subscription Revenue Subscription revenue is primarily comprised of fees paid by our customers for accessing our cloud-based software during the term of the arrangement. Our cloud-based services allow customers to use the multi-tenant software without requiring them to take possession of the software.
Our operating activities resulted in cash outflows of $2.5 million for the year ended December 31, 2022. Our other material cash requirements are related to the settlement of future contractual obligations associated with operating leases and other service subscription agreements (as described in Contractual Obligations below).
Our operating activities resulted in cash inflows of $86.2 million for the year ended December 31, 2023. Our other material cash requirements are related to the settlement of future contractual obligations associated with operating leases and other service subscription agreements (as described in Contractual Obligations below).
Our net dollar retention rate of 114% for the year ended December 31, 2021 reflects the expansion within existing customers and the sale of additional products to these customers.
Our net dollar retention rate of 108% for the year ended December 31, 2023 reflects the expansion within existing customers and the sale of additional products to these customers.
In addition, as part of our regular review of customer data that includes reviewing customers purchasing our products via resellers so we can properly attribute them as end customers, we may make adjustments that could impact the calculation of net dollar retention.
In addition, as part of our regular review of customer data that includes reviewing customers purchasing our products via resellers so we can properly attribute them as end customers, we may make adjustments that could impact the calculation of net dollar retention. Our net dollar retention rate was 108% as of December 31, 2023 and 2022.
No single customer 48 Table o f Contents accounted for more than 1% of ARR and our top 10 customers represented less than 5% of ARR as of December 31, 2022, and we have no significant concentration in a specific industry vertical.
No single customer accounted for more than 1% of ARR and our top 10 customers represented less than 5% of ARR as of December 31, 2023, and we have no significant concentration in a specific industry vertical.
Our other contractual obligations have commitments outstanding through December 2025. Off-Balance Sheet Arrangements As of December 31, 2022, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Off-Balance Sheet Arrangements As of December 31, 2023, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
During the year ended December 31, 2022, 43%, 39%, and 18% of our revenue was derived from customers in North America; Europe, Middle East and Africa; and the rest of the world, respectively. We have a significant opportunity to further expand globally.
During the year ended December 31, 2023, 45%, 38%, and 17% of our revenue was derived from customers in North America; Europe, Middle East and Africa; and the rest of the world, respectively. We have a significant opportunity to further expand globally.
As of December 31, 2022 and 2021, 17,722 and 14,814 of our customers contributed more than $5,000 in ARR, respectively, demonstrating the broad appeal of our products to customers of all sizes and geographies, and as of December 31, 2022 and 2021, customers contributing more than $5,000 in ARR represented 87% and 85% of total ARR, respectively.
As of December 31, 2023 and 2022, 20,261 and 17,722 of our customers contributed more than $5,000 in ARR, respectively, demonstrating the broad appeal of our products to customers of all sizes and geographies, and as of December 31, 2023 and 2022, customers contributing more than $5,000 in ARR represented 89% and 87% of total ARR, respectively.
We had 1,908 customers each contributing $50,000 or more in ARR as of December 31, 2022, representing an increase of 35% year-over-year from 1,416 customers as of December 31, 2021. As of December 31, 2022 and December 31, 2021, customers contributing more than $50,000 in ARR represented approximately 44% and 41% of total ARR, respectively.
We had 2,497 customers each contributing $50,000 or more in ARR as of December 31, 2023, representing an increase of 31% year-over-year from 1,908 customers as of December 31, 2022. As of December 31, 2023 and December 31, 2022, customers contributing more than $50,000 in ARR represented approximately 48% and 44% of total ARR, respectively.
Prior to our IPO, the fair value of our common stock on the date of the grant was determined based on independent third-party valuations as there was no public market, and there was no stock-based compensation expense recognized from the RSUs as the liquidity event-related performance condition was not probable.
Forfeitures are accounted for when they occur. 54 Table of Contents Prior to our IPO, the fair value of our common stock on the date of the grant was determined based on independent third-party valuations as there was no public market, and there was no stock-based compensation expense recognized from the RSUs as the liquidity event-related performance condition was not probable.
Free cash flow is a measure to determine, among other things, cash available for further investments in our business and potential acquisitions of businesses. 51 Table o f Contents The following table presents a reconciliation of free cash flow to net cash provided by (used in) operating activities, the most directly comparable measure calculated in accordance with GAAP for each of the periods presented (in thousands): Year Ended December 31, 2022 2021 2020 Net cash provided by (used in) operating activities $ (2,525) $ 11,460 $ 32,530 Less: Purchases of property and equipment (7,129) (5,565) (4,383) Capitalized internal-use software (5,116) (3,552) (4,631) Free cash flow $ (14,770) $ 2,343 $ 23,516 Net cash used in investing activities $ (284,827) $ (420,296) $ (11,425) Net cash provided by (used in) financing activities $ (156,354) $ 1,058,369 $ (1,909) Components of Our Results of Operations Revenue Substantially all of our revenue is derived from subscriptions, which is comprised of fees paid by customers for accessing our cloud-based software products during the term of the subscription.
Free cash flow is a measure to determine, among other things, cash available for strategic initiatives, including further investments in our business and potential acquisitions of businesses. 56 Table of Contents The following table presents a reconciliation of free cash flow to net cash provided by (used in) operating activities, the most directly comparable measure calculated in accordance with GAAP for each of the periods presented (in thousands): Year Ended December 31, 2023 2022 2021 Net cash provided by (used in) operating activities $ 86,178 $ (2,525) $ 11,460 Less: Purchases of property and equipment (2,069) (7,129) (5,565) Capitalized internal-use software (6,271) (5,116) (3,552) Free cash flow $ 77,838 $ (14,770) $ 2,343 Net cash provided by (used in) investing activities $ 158,499 $ (284,827) $ (420,296) Net cash provided by (used in) financing activities $ (60,619) $ (156,354) $ 1,058,369 Components of Our Results of Operations Revenue Substantially all of our revenue is derived from subscriptions, which is comprised of fees paid by customers for accessing our cloud-based software products during the term of the subscription.
We incurred operating losses of $233.4 million, $204.8 million and $56.1 million in the years ended December 31, 2022, 2021 and 2020, respectively, and our net losses were $232.1 million, $192.0 million and $57.3 million in the years ended December 31, 2022, 2021 and 2020, respectively.
We incurred operating losses of $170.2 million, $233.4 million and $204.8 million in the years ended December 31, 2023, 2022 and 2021, respectively, and our net losses were $137.4 million, $232.1 million and $192.0 million in the years ended December 31, 2023, 2022 and 2021, respectively.
The following tables present a reconciliation of our GAAP loss from operations to our non-GAAP loss from operations and our GAAP net loss to our non-GAAP net loss for each of the periods presented (in thousands): Non-GAAP Loss from Operations Year Ended December 31, 2022 2021 2020 Loss from operations $ (233,372) $ (204,782) $ (56,112) Non-GAAP adjustments: Stock-based compensation expense 207,696 173,443 43,280 Employer payroll taxes on employee stock transactions 1,827 8,754 — Amortization of acquired intangibles 1,591 4,329 4,268 Acquisition-related expenses — — 304 Non-GAAP loss from operations $ (22,258) $ (18,256) $ (8,260) Non-GAAP Net Loss Year Ended December 31, 2022 2021 2020 Net loss $ (232,132) $ (191,995) $ (57,294) Non-GAAP adjustments: Stock-based compensation expense 207,696 173,443 43,280 Employer payroll taxes on employee stock transactions 1,827 8,754 — Amortization of acquired intangibles 1,591 4,329 4,268 Acquisition-related expenses — — 304 Gain on sale of non-marketable equity investments — (23,830) — Income tax adjustments 1,978 1,802 — Non-GAAP net loss $ (19,040) $ (27,497) $ (9,442) Free Cash Flow We define free cash flow as net cash provided by (used in) operating activities, less purchases of property and equipment and capitalized internal-use software costs.
The following tables present a reconciliation of our GAAP loss from operations to our non-GAAP income (loss) from operations and our GAAP net loss to our non-GAAP net income (loss) for each of the periods presented (in thousands): Non-GAAP Income (Loss) from Operations Year Ended December 31, 2023 2022 2021 Loss from operations $ (170,172) $ (233,372) $ (204,782) Non-GAAP adjustments: Stock-based compensation expense 210,707 207,696 173,443 Employer payroll taxes on employee stock transactions 3,711 1,827 8,754 Amortization of acquired intangibles 303 1,591 4,329 Non-GAAP income (loss) from operations $ 44,549 $ (22,258) $ (18,256) Non-GAAP Net Income (Loss) Year Ended December 31, 2023 2022 2021 Net loss $ (137,436) $ (232,132) $ (191,995) Non-GAAP adjustments: Stock-based compensation expense 210,707 207,696 173,443 Employer payroll taxes on employee stock transactions 3,711 1,827 8,754 Amortization of acquired intangibles 303 1,591 4,329 Gain on sale of non-marketable equity investments — — (23,830) Income tax adjustments 1,398 1,978 1,802 Non-GAAP net income (loss) $ 78,683 $ (19,040) $ (27,497) Free Cash Flow We define free cash flow as net cash provided by (used in) operating activities, less purchases of property and equipment and capitalized internal-use software costs.
Our gross margin increased to 81% from 79% as we increased revenue and realized benefits from economies of scale primarily related to our third party hosting costs. 55 Table o f Contents Operating Expenses Year Ended December 31, Change 2022 2021 $ % (dollars in thousands) Research and development $ 135,543 $ 120,407 $ 15,136 13 % Sales and marketing 343,207 260,345 82,862 32 % General and administrative 156,849 117,022 39,827 34 % Total operating expenses $ 635,599 $ 497,774 $ 137,825 The increases in our operating expenses in the year ended December 31, 2022 compared to the year ended December 31, 2021 were primarily driven by personnel-related costs due to higher headcount to support the growth of our business, compensation adjustments and changes in stock-based compensation expense.
Operating Expenses Year Ended December 31, Change 2022 2021 $ % (dollars in thousands) Research and development $ 135,543 $ 120,407 $ 15,136 13 % Sales and marketing 343,207 260,345 82,862 32 % General and administrative 156,849 117,022 39,827 34 % Total operating expenses $ 635,599 $ 497,774 $ 137,825 The increases in our operating expenses in the year ended December 31, 2022 compared to the year ended December 31, 2021 were primarily driven by personnel-related costs due to higher headcount to support the growth of our business, compensation adjustments, and changes in stock-based compensation expense. 62 Table of Contents Research and Development Research and development expense increased by $15.1 million, or 13%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Our total revenue was $498.0 million, $371.0 million and $249.7 million in the years ended December 31, 2022, 2021 and 2020, respectively, representing year-over-year growth rates of 34% and 49%, respectively.
Our total revenue was $596.4 million, $498.0 million and $371.0 million in the years ended December 31, 2023, 2022 and 2021, respectively, representing year-over-year growth rates of 20% and 34%, respectively.
We measure the rate of expansion within our customer base using net dollar retention rate (as defined under Key Business Metrics ), and we believe that our net dollar retention rate demonstrates a significant rate of expansion within our existing customer base. As of December 31, 2022 and 2021, our net dollar retention rate was 108% and 114%, respectively.
We measure the rate of expansion within our customer base using net dollar retention rate (as defined under Key Business Metrics ), and we believe that our net dollar retention rate demonstrates our rate of expansion within our existing customer base. As of December 31, 2023 and 2022, our net dollar retention rate remained flat at 108%.
All other research and development costs are expensed as incurred. 52 Table o f Contents We believe that continued investment in our products is important for our growth, and as such, we expect that our research and development expenses will continue to increase in dollar amount for the foreseeable future, however, we expect it to decline as a percentage of revenue over the longer term.
All other research and development costs are expensed as incurred. 57 Table of Contents We believe that continued investment in our products is important for our growth, and as such, we expect that our research and development expenses will continue to increase in dollar amount for the foreseeable future.
Research and Development Research and development expense increased by $15.1 million, or 13%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Research and Development Research and development expense increased by $2.2 million, or 2%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Cash Flows The following table summarizes our cash flows for the periods presented (in thousands): Year Ended December 31, 2022 2021 2020 Net cash provided by (used in) operating activities $ (2,525) $ 11,460 $ 32,530 Net cash used in investing activities $ (284,827) $ (420,296) $ (11,425) Net cash provided by (used in) financing activities $ (156,354) $ 1,058,369 $ (1,909) Operating Activities Net cash used in operating activities of $2.5 million for the year ended December 31, 2022 reflects our net loss of $232.1 million, adjusted for non-cash items such as stock-based compensation of $207.7 million, depreciation and amortization of $11.5 million, amortization of deferred contract acquisition costs of $18.5 million, non-cash lease expense of $6.2 million, premium amortization on marketable securities of $1.6 million, and net cash outflows of $11.1 million from changes in operating assets and liabilities.
Cash Flows The following table summarizes our cash flows for the periods presented (in thousands): Year Ended December 31, 2023 2022 2021 Net cash provided by (used in) operating activities $ 86,178 $ (2,525) $ 11,460 Net cash provided by (used in) investing activities $ 158,499 $ (284,827) $ (420,296) Net cash provided by (used in) financing activities $ (60,619) $ (156,354) $ 1,058,369 Operating Activities Net cash provided by operating activities of $86.2 million for the year ended December 31, 2023 reflects our net loss of $137.4 million, adjusted for non-cash items such as stock-based compensation of $210.7 million, depreciation and amortization of $12.1 million, amortization of deferred contract acquisition costs of $24.0 million, non-cash lease expense of $7.7 million, premium amortization on marketable securities of $15.7 million, and net cash outflows of $14.1 million from changes in operating assets and liabilities.
Of the total increase in revenue, approximately $35.4 million was attributable to revenue from new customers acquired during the year ended December 31, 2021, net of contraction and churn, and approximately $86.0 million was attributable to revenue from existing customers as of December 31, 2020, net of contraction and churn.
Of the total increase in revenue, approximately $62.2 million was attributable to revenue from existing customers as of December 31, 2023, net of contraction and churn, and approximately $36.2 million was attributable to revenue from new customers acquired during the year ended December 31, 2023, net of contraction and churn.
We recognize stock-based compensation expense over the requisite service period, which is the vesting period of the respective awards. Forfeitures are accounted for when they occur.
We recognize stock-based compensation expense over the requisite service period, which is the vesting period of the respective awards.
The net cash inflows from changes in operating assets and liabilities were due to increases in operating liabilities of $36.4 million in deferred revenue and $24.9 million in accrued and other liabilities, partially offset by increases in assets of $14.3 million in deferred contract acquisition costs, $9.9 million in accounts receivable, and $8.2 million in prepaid expenses and other assets.
The net cash outflows from changes in operating assets and liabilities were due to increases of operating assets of $27.0 million in deferred contract acquisition costs, $27.0 million in accounts receivable, $7.4 million in prepaid expenses and other assets and decreases of $12.9 million in operating lease liabilities and $2.4 million in accounts payable; partially offset by increases in operating liabilities of $60.8 million in deferred revenue and $1.8 million in accrued and other liabilities.
The $0.8 million increase in tax expense was due to a $1.7 million increase in foreign taxes due to higher pre-tax earnings and foreign sales, partially offset by a decrease in unrecognized tax benefit of $0.9 million for the year ended December 31, 2022.
The $0.8 million increase in tax expense was due to a $1.7 million increase in foreign taxes due to higher pre-tax earnings and foreign sales, partially offset by a decrease in unrecognized tax benefit of $0.9 million for the year ended December 31, 2022. 63 Table of Contents Liquidity and Capital Resources As of December 31, 2023 we had cash and cash equivalents of $488.1 million and marketable securities of $699.5 million.
Other income (expense), net decreased primarily due to a $23.8 million gain from the sale of non-marketable equity investments and $0.9 million of benefit from the release of interest and penalties accrued for indirect taxes recorded during fiscal 2021 that did not recur in fiscal 2022, partially offset by $1.3 million in decrease in foreign exchange loss during fiscal 2022. 56 Table o f Contents Provision for Income Taxes Year Ended December 31, Change 2022 2021 $ % (dollars in thousands) Provision for income taxes $ 11,342 $ 10,516 $ 826 8 % We are subject to federal and state income taxes in the United States and taxes in foreign jurisdictions.
Other income (expense), net decreased primarily due to a $23.8 million gain from the sale of non-marketable equity investments and $0.9 million of benefit from the release of interest and penalties accrued for indirect taxes recorded during fiscal 2021 that did not recur in fiscal 2022, partially offset by $1.3 million in decrease in foreign exchange loss during fiscal 2022.
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States of America (GAAP).
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with GAAP.
Professional services revenue is recognized as services are performed. Our subscription arrangements are available in monthly, quarterly, semi-annual, and annual plans, and we typically invoice for the full term in advance. Our payment terms generally require the customers to pay the invoiced amount in advance or within 30 days from the invoice date.
Professional services revenue is recognized as services are performed. We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. Our payment terms generally require the customers to pay the invoiced amount in advance or within 30 days from the invoice date.
For the years ended December 31, 2021 and 2020, we recorded provision for income taxes of $10.5 million and $4.0 million, respectively, on loss before taxes of $181.5 million and $53.3 million, respectively. The effective tax rates for the years ended December 31, 2021 and 2020 were (5.8)% and (7.6)% respectively.
For the years ended December 31, 2023 and 2022, we recorded a provision for income taxes of $13.7 million, and $11.3 million, respectively, on loss before taxes of $123.8 million and $220.8 million, respectively. The effective tax rates for the years ended December 31, 2023 and 2022 were (11.0)% and (5.1)% respectively.
Our effective tax rate is affected by tax rates in foreign jurisdictions and the relative amounts of income we earn in those jurisdictions, as well as non-deductible expenses, such as stock-based compensation, and changes in our valuation allowance. 53 Table o f Contents Results of Operations The following tables sets forth our consolidated statements of operations data for the periods presented (in thousands): Year Ended December 31, 2022 2021 2020 Revenue $ 497,999 $ 371,022 $ 249,659 Cost of revenue (1) 95,772 78,030 52,492 Gross profit 402,227 292,992 197,167 Operating expenses: Research and development (1) 135,543 120,407 69,210 Sales and marketing (1) 343,207 260,345 133,277 General and administrative (1) 156,849 117,022 50,792 Total operating expenses 635,599 497,774 253,279 Loss from operations (233,372) (204,782) (56,112) Interest and other income, net 12,582 23,303 2,833 Loss before income taxes (220,790) (181,479) (53,279) Provision for income taxes 11,342 10,516 4,015 Net loss $ (232,132) $ (191,995) $ (57,294) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2022 2021 2020 Cost of revenue $ 7,039 $ 5,604 $ — Research and development 36,413 45,162 15,890 Sales and marketing 64,328 53,169 7 General and administration 99,916 69,508 27,383 Total stock-based compensation expense $ 207,696 $ 173,443 $ 43,280 Recognition of Stock-Based Compensation Prior to our initial public offering (IPO), there was no stock-based compensation expense recognized from our equity awards as the liquidity event-related performance condition was not probable.
Our effective tax rate is affected by tax rates in foreign jurisdictions and the relative amounts of income we earn in those jurisdictions, as well as non-deductible expenses, such as stock-based compensation, and changes in our valuation allowance. 58 Table of Contents Results of Operations The following tables sets forth our consolidated statements of operations data for the periods presented (in thousands): Year Ended December 31, 2023 2022 2021 Revenue $ 596,432 $ 497,999 $ 371,022 Cost of revenue (1) 103,369 95,772 78,030 Gross profit 493,063 402,227 292,992 Operating expenses: Research and development (1) 137,756 135,543 120,407 Sales and marketing (1) 357,781 343,207 260,345 General and administrative (1) 167,698 156,849 117,022 Total operating expenses 663,235 635,599 497,774 Loss from operations (170,172) (233,372) (204,782) Interest and other income, net 46,403 12,582 23,303 Loss before income taxes (123,769) (220,790) (181,479) Provision for income taxes 13,667 11,342 10,516 Net loss $ (137,436) $ (232,132) $ (191,995) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2023 2022 2021 Cost of revenue $ 6,774 $ 7,039 $ 5,604 Research and development (1) 37,524 36,413 45,162 Sales and marketing (2) 66,755 64,328 53,169 General and administration (3) 99,654 99,916 69,508 Total stock-based compensation expense $ 210,707 $ 207,696 $ 173,443 (1) Stock-based compensation expense recorded to research and development in the consolidated statements of operations excludes amounts that were capitalized for internal-use software.
Net cash used in investing activities of $11.4 million for the year ended December 31, 2020 consisted of $5.1 million net payment for acquisitions, $4.6 million related to the capitalization of internal-use software, $4.4 million in purchases of property and equipment, $1.8 million acquisition of intangibles, offset by $4.4 million proceeds, net of purchases, from maturities and sales of marketable securities.
Investing Activities Net cash provided by investing activities of $158.5 million for the year ended December 31, 2023 consisted of $166.7 million in proceeds from maturities and sales, net of purchases of marketable securities; partially offset by $2.0 million in purchases, net of proceeds from sale of property and equipment, and $6.3 million related to the capitalization of internal-use software.
As disclosed in Notes 8 and 9 to the consolidated financial statements included elsewhere in this report, our operating leases included short-term and long-term commitments of $6.8 million and $28.2 million, respectively. Our other contractual obligations included short-term and long-term commitments of $46.2 million and $58.9 million respectively. Our operating leases expire on varying dates through 2031.
As disclosed in Notes 7 and 8 to the consolidated financial statements included elsewhere in this report, our operating leases included short-term and long- 65 Table of Contents term commitments of $2.7 million and $26.8 million, respectively. Our other contractual obligations included short-term and long-term commitments of $63.7 million and $273.8 million respectively.
Sales commissions are considered incremental costs incurred to obtain contracts with customers, and these costs are deferred and amortized over the expected benefit period of three years. Marketing activities include online lead generation, advertising, and promotional events.
Sales commissions that are considered incremental costs incurred to obtain contracts with customers, are deferred and amortized over the expected benefit period of three years. Marketing activities include online lead generation, advertising, and promotional events. We expect to continue to make significant investments as we expand our customer acquisition, retention efforts and in-person marketing events and associated business travel.
Sales and Marketing Sales and marketing expense increased by $127.1 million, or 95%, for the year ended December 31, 2021 compared to the year ended December 31, 2020.
Sales and Marketing Sales and marketing expense increased by $14.6 million, or 4%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
General and Administrative General and administrative expense increased by $66.2 million, or 130%, for the year ended December 31, 2021 compared to the year ended December 31, 2020.
General and Administrative General and administrative expense increased by $10.8 million, or 7%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
We exclude these amortization expenses because we do not believe these expenses have a direct correlation to the operation of our business. • Acquisition-related expenses.
We exclude these amortization expenses because we do not believe these expenses have a direct correlation to the operation of our business. 55 Table of Contents • Gain on sale of non-marketable equity investments.
Interest and Other (expense) Income, Net Interest and other income, net primarily consists of interest income from our investment portfolios, amortization of premium or discount on marketable securities, and foreign currency gains and losses.
Interest and Other Income, Net Interest and other income, net primarily consists of interest income from our investment portfolios, amortization of premium or discount on marketable securities, and foreign currency gains and losses. Provision for Income Taxes Provision for income taxes consists primarily of income taxes related to U.S. states and foreign jurisdictions in which we conduct business.
We also sell professional services that include product configuration, data migration, systems integration, and training. Professional services revenue is recognized as services are performed. Our customer base and operations have scaled over time.
We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. We also sell professional services that include product configuration, data migration, systems integration, and training. Professional services revenue is recognized as services are performed. Our customer base and operations have scaled over time.
Net cash provided by operating activities of $32.5 million for the year ended December 31, 2020 reflects our net loss of $57.3 million, adjusted for non-cash items such as stock-based compensation of $43.3 million, depreciation and amortization of $11.2 million, amortization of deferred contract acquisition costs of $7.7 million, deferred income taxes of $2.4 million and net cash inflows of $28.9 million from changes in operating assets and liabilities.
Net cash used in operating activities of $2.5 million for the year ended December 31, 2022 reflects our net loss of $232.1 million, adjusted for non-cash items such as stock-based compensation of $207.7 million, depreciation and amortization of $11.5 million, amortization of deferred contract acquisition costs of $18.5 million, non-cash lease expense of $6.2 million, premium amortization on marketable securities of $1.6 million, and net cash outflows of $11.1 million from changes in operating assets and liabilities.
We exclude gains on the sale of non-marketable equity investments from certain of our non-GAAP financial measures because we believe they are unrelated to our ongoing operating performance and are not expected to recur in our continuing operating results. 50 Table o f Contents Non-GAAP Loss From Operations and Non-GAAP Net Loss We define non-GAAP loss from operations as GAAP loss from operations excluding stock-based compensation expense, employer payroll taxes on employee stock transactions, amortization of acquired intangibles, and acquisition-related expenses.
We exclude gains on the sale of non-marketable equity investments from certain of our non-GAAP financial measures because we believe they are unrelated to our ongoing operating performance and are not expected to recur in our continuing operating results.
During the year ended December 31, 2020, as described in Note 10 to our consolidated financial statements included elsewhere in this report, we facilitated certain secondary equity transactions from which we recognized stock-based compensation expense for shares that were repurchased at excess value. 54 Table o f Contents The following table sets forth our consolidated statements of operations data for the periods presented, as a percentage of revenue: Year Ended December 31, 2022 2021 2020 Revenue 100 % 100 % 100 % Cost of revenue 19 21 21 Gross profit 81 79 79 Operating expense: Research and development 27 32 28 Sales and marketing 69 70 53 General administrative 32 32 20 Total operating expenses 128 134 101 Loss from operations (47) (55) (22) Interest and other income, net 2 6 1 Loss before income taxes (45) (49) (21) Provision for income taxes 2 3 2 Net loss (47) % (52) % (23) % Comparison of Fiscal Years Ended December 31, 2022 and 2021 Revenue Year Ended December 31, Change 2022 2021 $ % (dollars in thousands) Subscription services $ 485,322 $ 360,506 $ 124,816 35 % Professional services $ 12,677 $ 10,516 $ 2,161 21 % Total revenue $ 497,999 $ 371,022 $ 126,977 34 % Revenue increased by $127.0 million, or 34%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
During the year ended December 31, 2021, stock-based compensation expense recognized included a cumulative charge associated with certain RSUs for which the service-based vesting condition had been satisfied upon the completion of the liquidity event. 59 Table of Contents The following table sets forth our consolidated statements of operations data for the periods presented, as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Revenue 100 % 100 % 100 % Cost of revenue 17 19 21 Gross profit 83 81 79 Operating expense: Research and development 23 27 32 Sales and marketing 60 69 70 General administrative 29 32 32 Total operating expenses 112 128 134 Loss from operations (29) (47) (55) Interest and other income, net 8 2 6 Loss before income taxes (21) (45) (49) Provision for income taxes 2 2 3 Net loss (23) % (47) % (52) % Comparison of Fiscal Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, Change 2023 2022 $ % (dollars in thousands) Subscription services $ 582,868 $ 485,322 $ 97,546 20 % Professional services $ 13,564 $ 12,677 $ 887 7 % Total revenue $ 596,432 $ 497,999 $ 98,433 20 % Revenue increased by $98.4 million, or 20%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Key Business Metrics We monitor and review a number of metrics, including the following key metrics, to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections, and make strategic decisions.
Our culture is a critical part of our success, and attracting and retaining the best available talent will help us make customer delight easy and continue our growth trajectory. 52 Table of Contents Key Business Metrics We monitor and review a number of metrics, including the following key metrics, to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections, and make strategic decisions.
This increase was primarily due to increases of $53.2 million in stock-based compensation expense, $41.9 million in personnel-related costs due to annual compensation adjustments and higher headcount, $22.8 million in higher advertising, branding and event costs, $5.3 million in reseller commissions, and $4.3 million in software license fees.
This increase was primarily due to increases of $22.7 million in personnel-related costs due to compensation adjustments, $2.4 million in stock-based compensation expense, $1.2 million in travel related expenses for sales and marketing events, partially offset by decreases of $7.3 million in advertising, branding and event costs, $3.6 million in reseller commissions, and $2.1 million in professional services fees.
Ending ARR includes upsells, cross-sells, and renewals during the measurement period and is net of any contraction or attrition over this period. 49 Table o f Contents For monthly subscriptions, we take the recurring revenue run-rate of such subscriptions for the last month of the period and multiply it by 12 to get to ARR.
For monthly subscriptions, we take the recurring revenue run-rate of such subscriptions for the last month of the period and multiply it by 12 to get to ARR.
We have a significant opportunity to expand within our existing customer base and substantially increase the number of customers that purchase multiple Freshworks products. As of December 31, 2022, approximately 24% of our customers purchased two or more Freshworks products, which includes customers on our Freshdesk Omnichannel Suite and Freshsales Suite subscription plans counting as customers who purchased multiple products.
As of December 31, 2023, approximately 26% of our customers purchased two or more Freshworks products, which includes customers on our Freshworks Customer Service Suite and Freshsales Suite subscription plans counting as customers who purchased multiple products.
We currently have more than 63,400 businesses using our software to delight their customers and employees. We generate revenue primarily from the sale of subscriptions for accessing our cloud-based software products over the contract term. Our subscription arrangements are available in monthly, quarterly, semi-annual, and annual plans, and we typically invoice for the full term in advance.
We currently have more than 67,100 businesses using our software to make engaging customers and employees more efficient and enjoyable. 50 Table of Contents We generate revenue primarily from the sale of subscriptions for accessing our cloud-based software products over the contract term.
Cost of Revenue and Gross Margin Year Ended December 31, Change 2021 2020 $ % (dollars in thousands) Cost of revenue $ 78,030 $ 52,492 $ 25,538 49 % Gross Margin 79 % 79 % Cost of revenue increased by $25.5 million, or 49%, for the year ended December 31, 2021 compared to the year ended December 31, 2020.
Cost of Revenue and Gross Margin Year Ended December 31, Change 2023 2022 $ % (dollars in thousands) Cost of revenue $ 103,369 $ 95,772 $ 7,597 8 % Gross margin 83 % 81 % Cost of revenue increased by $7.6 million, or 8%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Comparison of Fiscal Years Ended December 31, 2021 and 2020 Revenue Year Ended December 31, Change 2021 2020 $ % (dollars in thousands) Subscription services $ 360,506 $ 242,879 $ 117,627 48 % Professional services $ 10,516 $ 6,780 $ 3,736 55 % Total revenue $ 371,022 $ 249,659 $ 121,363 49 % Revenue increased by $121.4 million, or 49%, for the year ended December 31, 2021 compared to the year ended December 31, 2020.
Comparison of Fiscal Years Ended December 31, 2022 and 2021 Revenue Year Ended December 31, Change 2022 2021 $ % (dollars in thousands) Subscription services $ 485,322 $ 360,506 $ 124,816 35 % Professional services $ 12,677 $ 10,516 $ 2,161 21 % Total revenue $ 497,999 $ 371,022 $ 126,977 34 % Revenue increased by $127.0 million, or 34%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
We then divide the Ending ARR by the Entering ARR to arrive at our net dollar retention rate.
We then divide the Ending ARR by the Entering ARR to arrive at our net dollar retention rate. Ending ARR includes upsells, cross-sells, and renewals during the measurement period and is net of any contraction or attrition over this period.
We expect that the value of the remaining performance obligations will change from one period to another for several reasons, including new contracts, timing of renewals, cancellations, contract modifications and foreign currency fluctuations. 60 Table o f Contents We believe that fluctuations in remaining performance obligations are not necessarily a reliable indicator of future revenue and we do not utilize it as a key management metric internally.
As of December 31, 2023, remaining performance obligations totaled $418.9 million, which comprised $266.4 million of deferred revenue and $152.5 million of unbilled revenue. We expect that the value of the remaining performance obligations will change from one period to another for several reasons, including new contracts, timing of renewals, cancellations, contract modifications and foreign currency fluctuations.
This increase was primarily due to increases of $5.6 million in stock-based compensation expense, $6.9 million in third-party hosting costs, $5.7 million in personnel-related costs due to annual compensation adjustments and higher headcount, $1.9 million in software license fees, $1.6 million increase in professional fees including legal costs, $1.5 million in cloud voice service costs, $1.4 million in payment gateway fees, and approximately $1.1 million in amortization of capitalized internal-use software.
This increase was primarily due to increases of $4.0 million in third-party hosting costs, $3.4 million in software license fees, $1.9 million in amortization of internally capitalized software, partially offset by decreases of $1.0 million in amortization of developed technology and $0.8 million in professional fees including legal costs.
Contractual Obligations and Commitments Our principal commitments consist of operating lease obligations for office space and contractual obligations under third-party cloud infrastructure agreements and service subscription agreements. As of December 31, 2022, our estimated future contractual obligations totaled $140.0 million, of which $34.9 million and $105.1 million were operating lease commitments and other contractual obligations, respectively.
As of December 31, 2023, our estimated future contractual obligations totaled $367.0 million, of which $29.5 million and $337.5 million were operating lease commitments and other contractual obligations, respectively.
Net cash used in financing activities of $1.9 million for the year ended December 31, 2020 consisted primarily of $2.2 million in payments for acquisition-related liabilities. Remaining Performance Obligations on Customer Contracts We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments.
Remaining Performance Obligations on Customer Contracts We generally enter into subscription agreements with our customers on monthly, annual, or multi-year terms and invoice customers in advance in either monthly or annual installments. A small portion of our annual contracts may have billing terms that are different from their subscription terms, and most of our multi-year contracts are invoiced annually.
The performance condition was satisfied upon the completion of the IPO in September 2021, and we began to recognize stock-based compensation expense. During the year ended December 31, 2021, stock-based compensation expense recognized included a cumulative charge associated with certain RSUs for which the service-based vesting condition had been satisfied upon the completion of the liquidity event.
Recognition of Stock-Based Compensation Prior to our initial public offering (IPO), there was no stock-based compensation expense recognized from our equity awards as the liquidity event-related performance condition was not probable. The performance condition was satisfied upon the completion of the IPO in September 2021, and we began to recognize stock-based compensation expense.
Additionally, foreign currency exchange rate fluctuations have negatively impacted our revenue growth in 2022. Recently, the U.S. dollar has strengthened significantly against certain foreign currencies in the markets in which we operate, particularly against the Euro and British Pound Sterling.
Foreign currency exchange rate fluctuations negatively impacted our revenue growth in 2022, but in 2023, the United States Dollar weakened against the Euro and British Pound contributing to positive impacts in our revenue. However the volatility in the foreign currency market still exists, and could impact our results of operations.