Biggest changeYear Ended December 31, 2023 2022 2021 ($ in thousands) Consolidated Statements of Operations Revenue $ 698,099 $ 472,748 $ 290,640 Cost of revenue (1) 177,888 128,025 84,696 Gross profit 520,211 344,723 205,944 Operating expenses: Selling and marketing (1) 394,369 213,848 156,342 Research and development (1) 262,177 104,077 65,599 General and administrative (1) 194,287 81,834 63,236 Total operating expenses 850,833 399,759 285,177 Operating loss (330,622) (55,036) (79,233) Other income (expense): Other income (expense), net (470) 388 28 Interest income 24,051 5,538 139 Interest expense — — (8) Total other income (expense), net 23,581 5,926 159 Loss before income taxes (307,041) (49,110) (79,074) Provision for income taxes 1,192 83 319 Net loss $ (308,233) $ (49,193) $ (79,393) (1) Includes stock-based compensation expense as follows (in thousands): Year Ended December 31, 2023 2022 2021 Cost of revenue $ 24,973 $ 129 $ 960 Selling and marketing 107,954 985 29,713 Research and development 120,184 1,230 8,193 General and administrative 87,688 5,958 13,123 Stock-based compensation, net of amounts capitalized 340,799 8,302 51,989 Capitalized stock-based compensation expense 1,349 — 2 Total stock-based compensation expense $ 342,148 $ 8,302 $ 51,991 73 Table of Contents The following table sets forth our consolidated statements of operations data expressed as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Consolidated Statements of Operations Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 25.5 27.1 29.1 Gross profit 74.5 72.9 70.9 Operating expenses: Selling and marketing 56.5 45.2 53.8 Research and development 37.6 22.0 22.6 General and administrative 27.8 17.3 21.8 Total operating expenses 121.9 84.6 98.1 Operating income (loss) (47.4) (11.6) (27.3) Other income (expense): Other income (expense), net (0.1) 0.1 — Interest income 3.4 1.2 — Interest expense — — — Total other income (expense), net 3.3 1.3 0.1 Income (loss) before income taxes (44.0) (10.4) (27.2) Provision for income taxes 0.2 — 0.1 Net income (loss) (44.2) % (10.4) % (27.3) % Comparison of the Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Revenue $ 698,099 $ 472,748 $ 225,351 47.7 % Revenue for the year ended December 31, 2023 increased by $225.4 million or 47.7%, to $698.1 million compared to $472.7 million for the year ended December 31, 2022.
Biggest changeYear Ended December 31, 2024 2023 2022 ($ in thousands) Consolidated Statements of Operations Revenue $ 937,464 $ 698,099 $ 472,748 Cost of revenue (1) 221,305 177,888 128,025 Gross profit 716,159 520,211 344,723 Operating expenses: Selling and marketing (1) 404,209 394,369 213,848 Research and development (1) 238,459 262,177 104,077 General and administrative (1) 157,569 194,287 81,834 Total operating expenses 800,237 850,833 399,759 Operating loss (84,078) (330,622) (55,036) Other income (expense): Other income (expense), net 816 (470) 388 Interest income 39,582 24,051 5,538 Total other income (expense), net 40,398 23,581 5,926 Loss before income taxes (43,680) (307,041) (49,110) Provision for income taxes 2,462 1,192 83 Net loss $ (46,142) $ (308,233) $ (49,193) (1) Includes stock-based compensation expense as follows (in thousands): Year Ended December 31, 2024 2023 2022 Cost of revenue $ 8,917 $ 24,973 $ 129 Selling and marketing 40,907 107,954 985 Research and development 50,693 120,184 1,230 General and administrative 34,695 87,688 5,958 Stock-based compensation, net of amounts capitalized 135,212 340,799 8,302 Capitalized stock-based compensation expense 3,555 1,349 — Total stock-based compensation expense $ 138,767 $ 342,148 $ 8,302 70 Table of Contents The following table sets forth our consolidated statements of operations data expressed as a percentage of revenue: Year Ended December 31, 2024 2023 2022 Consolidated Statements of Operations Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 23.6 25.5 27.1 Gross profit 76.4 74.5 72.9 Operating expenses: Selling and marketing 43.1 56.5 45.2 Research and development 25.4 37.6 22.0 General and administrative 16.8 27.8 17.3 Total operating expenses 85.3 121.9 84.6 Operating income (loss) (8.9) (47.4) (11.6) Other income (expense): Other income (expense), net 0.1 (0.1) 0.1 Interest income 4.2 3.4 1.2 Total other income (expense), net 4.3 3.3 1.3 Income (loss) before income taxes (4.6) (44.0) (10.4) Provision for income taxes 0.3 0.2 — Net loss (4.9) % (44.2) % (10.4) % Comparison of the Years Ended December 31, 2024 and 2023 Revenue Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Revenue $ 937,464 $ 698,099 $ 239,365 34.3 % Revenue for the year ended December 31, 2024 increased by $239.4 million or 34.3%, to $937.5 million compared to $698.1 million for the year ended December 31, 2023.
The cash outflow was offset by cash inflows primarily from a $15.0 million increase in deferred revenue resulting from increased billings for subscriptions and a $31.2 million net increase in accrued expenses and accounts payable due to timing of vendor payments and the implementation of a company-wide sabbatical program.
The cash outflow was offset by cash inflows primarily from a $31.2 million net increase in accrued expenses and accounts payable due to timing of vendor payments and the implementation of a company-wide sabbatical program and a $15.0 million increase in deferred revenue resulting from increased billings for subscriptions.
General and Administrative Our general and administrative expenses consist of employee-related costs including payroll, benefits, bonuses, and stock-based compensation in general corporate functions; procurement, accounting and finance, tax, legal, project management, and human resources, as well as allocated overhead costs, including rent, facilities, depreciation, and costs related to information technology.
General and Administrative Our general and administrative expenses consist of employee-related costs including payroll, benefits, bonuses, and stock-based compensation in general corporate functions, such as procurement, accounting and finance, tax, legal, project management, and human resources, as well as allocated overhead costs, including rent, facilities, depreciation, and costs related to information technology.
Second, we cross-sell additional communication channels, such as SMS to customers who started on our platform with our email offering, as well as add-ons, such as reviews and our CDP offering. Finally, we sell our platform to our customers’ other brands, business units, and geographies.
Second, we cross-sell additional communication channels, such as SMS to customers who started on our platform with our email offering, as well as add-ons, such as reviews and our CDP offering. Finally, we offer our platform to our customers’ other brands, business units, and geographies.
We determined that the purchase price equals the fair market value of the instruments issued as Shopify Strategic was an outside investor at the time we entered into the stock purchase agreement and the purchase represented an arms-length transaction.
We determined that the purchase price equals the fair market value of the instruments issued as Shopify was an outside investor at the time we entered into the stock purchase agreement and the purchase represented an arms-length transaction.
During the year ended December 31, 2023, stock-based compensation awards issued were in the form of RSUs subject to both service-based and performance-based vesting conditions under the 2015 Plan and RSUs subject to only service-based vesting conditions under the 2023 Plan.
During the year ended December 31, 2023, stock-based compensation awards issued were in the form of RSUs subject to both service-based and performance-based vesting conditions under our 2015 Plan and RSUs subject to only service-based vesting conditions under our 2023 Plan.
Financing Activities Net cash provided by financing activities of $242.7 million for the year ended December 31, 2023 primarily consisted of approximately $320.1 million of IPO proceeds net of issuance costs and $4.2 million of proceeds from the exercise of stock options offset by $81.6 million used for the payment of employee tax obligations related to the net share settlement of stock-based compensation awards.
Net cash provided by financing activities of $242.7 million for the year ended December 31, 2023 primarily consisted of approximately $320.1 million of our IPO proceeds net of issuance costs and $4.2 million of proceeds from the exercise of common stock options offset by $81.6 million used for the payment of employee tax obligations related to the net share settlement of stock-based compensation awards.
We expect to continue to diversify our cash management strategy to primarily include money market funds, highly-liquid debt instruments 79 Table of Contents of the U.S. government and its agencies, senior corporate bonds, and commercial paper to reduce our global exposure on banking deposits.
We expect to continue to diversify our cash management strategy to primarily include money market funds, highly-liquid debt instruments 76 Table of Contents of the U.S. government and its agencies, senior corporate bonds, and commercial paper to reduce our global exposure on banking deposits.
In doing so, we review and analyze our primary sources and uses of liquidity to include cash balances on hand and cash flows from operations. Since our inception through December 31, 2023, we have financed our operations primarily through sales of equity securities and payments received from our customers.
In doing so, we review and analyze our primary sources and uses of liquidity to include cash balances on hand and cash flows from operations. Since our inception through December 31, 2024, we have financed our operations primarily through sales of equity securities and payments received from our customers.
We calculate our number of customers generating over $50,000 of ARR as those customers that have an average ARR of greater than $50,000 over the prior twelve months (or the entire duration of the customer’s paying relationship, if it is less than twelve months) as of the date of determination.
We calculate our number of customers generating over $50,000 of ARR (as defined below) as those customers that have an average ARR of greater than $50,000 over the prior twelve months (or the entire duration of the customer’s paying relationship, if it is less than twelve months) as of the date of determination.
Our reviews add-on allows our customers (as defined below) to collect product reviews within our platform to provide a seamless experience across the customer lifecycle, and our CDP offering gives customers user-friendly ways to track new types of data, transform and cleanse data, run more advanced reporting and predictive analysis to drive revenue growth, and sync data in to and out of Klaviyo at scale.
Our reviews add-on allows our customers to collect product reviews within our platform to provide a seamless experience across the customer lifecycle, and our CDP offering gives customers user-friendly ways to track new types of data, transform and cleanse data, run more advanced reporting and predictive analysis to drive revenue growth, and sync data in to and out of Klaviyo at scale.
In addition to service requirements, RSUs granted under the 2015 Plan prior to the Company’s IPO are subject to a liquidity-based vesting condition, which we have concluded represents a performance condition. Fair value of such awards is measured on the grant date and recognized over the vesting term when the performance condition is considered probable of being achieved.
In addition to service requirements, RSUs granted under our 2015 Plan prior to our IPO are subject to a performance-based vesting condition, which we have concluded represents a performance condition. Fair value of such awards is measured on the grant date and recognized over the vesting term when the performance condition is considered probable of being achieved.
Net cash outflows from changes in operating assets and liabilities primarily 78 Table of Contents consisted of a $26.9 million increase in deferred contract acquisition costs related to increase in sales commissions resulting from our increase in revenues, a $15.2 million decrease in operating lease liabilities due to payments related to our operating lease obligations, and a $12.9 million increase in accounts receivable due to an increase in customer billings.
Net cash outflows from changes in operating assets and liabilities primarily consisted of a $26.9 million increase in deferred contract acquisition costs related to increase in sales commissions resulting from our increase in revenues, a $15.2 million decrease in operating lease liabilities due to payments related to our operating lease obligations, and a $12.9 million increase in accounts receivable due to an increase in customer billings.
This performance condition was achieved when the Company’s registration statement on Form S-1 filed with the SEC in connection with the IPO became effective on September 19, 2023.
This performance condition was achieved when our registration statement on Form S-1 filed with the SEC in connection with our IPO became effective on September 19, 2023.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes that appear elsewhere in this Annual Report on Form 10-K.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations 63 Table of Contents The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements and related notes that appear elsewhere in this Annual Report on Form 10-K.
We have successfully grown our retail and eCommerce customer base and believe we have significant room to expand within this vertical as well as expand into other industries, including education, events and entertainment, restaurants, and travel as well as from B2B customers.
We have successfully grown our retail and eCommerce customer base and believe we have significant room to expand within this vertical as well as expand into other industries, including education, events and entertainment, restaurants, wellness, and travel as well as from B2B companies.
All other research and development costs are expensed as incurred. We believe continued investment and innovation in our platform, capabilities, and offerings are important for our growth and, as such, expect our research and development costs to continue to increase in dollar amount but remain consistent as a percentage of revenue for the foreseeable future.
We believe continued investment and innovation in our platform, capabilities, and offerings are important for our growth and, as such, expect our research and development costs to continue to increase in dollar amount but remain consistent as a percentage of revenue for the foreseeable future.
We then calculate the Annualized Recurring Revenue (“ARR”) from this customer cohort as of twelve months prior to the date of determination (the “Prior Period ARR”) and the ARR from this customer cohort as of the date of determination (the “Current Period ARR”).
We then calculate the 66 Table of Contents Annualized Recurring Revenue (“ARR”) from this customer cohort as of twelve months prior to the date of determination (the “Prior Period ARR”) and the ARR from this customer cohort as of the date of determination (the “Current Period ARR”).
This section of this Annual Report on Form 10-K discusses 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
This section of this Annual Report on Form 10-K discusses 2024 and 2023 items and year-to-year comparisons between 2024 and 2023.
The vast majority of our subscription plans today are monthly. Our land-and-expand strategy is designed to align our success with that of our customers. As our customers’ businesses grow, they utilize more active consumer profiles and send more emails and SMS messages, which naturally increases their usage of our platform.
The vast majority of our subscription plans today are monthly. Our land-and-expand strategy aligns our success with that of our customers. As our customers’ businesses grow, they utilize more active consumer profiles and send more emails and SMS messages, which naturally increases their usage of our platform.
This percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term due to increased costs in connection with our initial public offering and heightened compliance requirements associated with operating as a public company.
This percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term due to heightened compliance requirements associated with operating as a public company.
We started by serving customers in North America and, in 2019, we expanded our operations to London, England to penetrate the European region. In 2022, we opened our office in Sydney, Australia to capitalize on the opportunities in Asia Pacific.
We started by serving customers in North America and, in 2019, we expanded our operations to London, England to penetrate the European region. In 2022, we opened our office in Sydney, Australia to capitalize on the opportunities in Asia Pacific. In 2024, we expanded our presence in the European region by adding operations in Dublin, Ireland.
We expect our cost of revenue to increase in dollar amount as we continue to invest in our platform infrastructure and support, acquire new customers, and existing customers increase their usage of our platform. 70 Table of Contents Gross Profit Our gross profit represents revenue, less all cost of revenue.
We expect our cost of revenue to increase in dollar amount as we continue to invest in our platform infrastructure and support, acquire new customers, and drive existing customers to expand their usage of our platform. Gross Profit Our gross profit represents revenue, less all cost of revenue.
Summary of Significant Accounting Policies in the notes to our consolidated financial statements included elsewhere in this filing for a discussion about new accounting pronouncements adopted as of the date of this Annual Report on Form 10-K. 85 Table of Contents
Recent Accounting Pronouncements See Note 2. Summary of Significant Accounting Policies in the notes to our consolidated financial statements included elsewhere in this filing for a discussion about new accounting pronouncements adopted as of the date of this Annual Report on Form 10-K. 79 Table of Contents
We believe this is an important indicator of our ability to continue to successfully move up market. As of December 31, 2023, we had 1,958 customers generating over $50,000 of ARR, compared to 1,085 customers generating over $50,000 of ARR as of December 31, 2022, representing growth of 80% year-over-year. Dollar-Based Net Revenue Retention Rate.
We believe this is an important indicator of our ability to continue to successfully move up-market. As of December 31, 2024, we had 2,850 customers generating over $50,000 of ARR, compared to 1,958 customers generating over $50,000 of ARR as of December 31, 2023, representing growth of 46% year-over-year. Dollar-Based Net Revenue Retention Rate.
We measure dollar-based net revenue retention rate to measure this growth. 69 Table of Contents As of December 31, 2023 and 2022, our NRR was 117% and 119%, respectively. We implemented a price increase in September 2022, which positively increased revenue growth in 2022.
We measure Dollar-Based Net Revenue Retention Rate to measure this growth. As of December 31, 2024 and 2023, our NRR was 108% and 117%, respectively. We implemented a price increase in September 2022, which positively increased revenue growth in 2023.
We define a customer as a distinct paid subscription to our platform. A single organization could have multiple discrete contracting divisions or subsidiaries or brands each with paid subscriptions to our platform, which would, in general, constitute multiple distinct customers.
A single organization could have multiple discrete contracting divisions or subsidiaries or brands each with paid subscriptions to our platform, which would, in general, constitute multiple distinct customers.
This increase was primarily due to an increase in profits before taxes in our international entities. Liquidity and Capital Resources We assess our liquidity in terms of our ability to generate cash to fund our operating, investing, and financing activities.
The increase was primarily due to the increase in profits before taxes in our international entities and an increase in our U.S. taxable income. Liquidity and Capital Resources We assess our liquidity in terms of our ability to generate cash to fund our operating, investing, and financing activities.
Our noncancellable obligations as of December 31, 2023 were $346.2 million, with $117.7 million payable within 12 months. Critical Accounting Estimates Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements included elsewhere in this filing, which have been prepared in accordance with GAAP.
Our noncancellable obligations as of December 31, 2024 were $225.5 million, with $102.5 million payable within 12 months. Critical Accounting Estimates Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements included elsewhere in this filing, which have been prepared in accordance with GAAP.
Credit card processing fees are also part of general and administrative expenses. 71 Table of Contents We expect general and administrative expenses to increase in the near term as a result of operating as a public company, including expenses associated with compliance with the rules and regulations governing public companies, such as Section 404 of the Sarbanes-Oxley Act, and an increase in legal, audit, insurance, investor relations, professional services and other administrative expenses.
We expect general and administrative expenses to increase in the near term as a result of operating as a public company, including expenses associated with compliance with the rules and regulations governing public companies, such as Section 404 of the Sarbanes-Oxley Act, and an increase in legal, audit, insurance, investor relations, professional services and other administrative expenses.
As of December 31, 2023, our principal sources of liquidity included cash, cash equivalents, and restricted cash totaling $739.7 million, with such amounts held for working capital purposes. Our cash equivalents were comprised of $314.5 million in money market funds. Our primary cash needs are for personnel-related expenses, selling and marketing expenses, and third-party cloud infrastructure expenses.
As of December 31, 2024, our principal sources of liquidity included cash, cash equivalents, and restricted cash totaling $882.6 million, with such amounts held for working capital purposes. Our cash equivalents were comprised of $278.2 million in money market funds. Our primary cash needs are for personnel-related expenses, selling and marketing expenses, and third-party cloud infrastructure expenses.
Lease Obligations We enter into various noncancellable lease agreements for certain office space and equipment used in the normal course of business. Our noncancellable lease obligations as of December 31, 2023 were $56.9 million, with $14.4 million payable within 12 months. Other Contractual Obligations We enter into various noncancellable agreements with marketing vendors and various service providers.
Lease Obligations We enter into various noncancellable lease agreements for certain office space and equipment used in the normal course of business. Our noncancellable lease obligations as of December 31, 2024 were $57.2 million, with $21.5 million payable within 12 months. Other Contractual Obligations We enter into various noncancellable agreements with marketing vendors and various service providers.
This price increase also impacted the various measures we use to assess our usage and subscription levels based on revenue, such as NRR and our revenue growth rate, and following its implementation, those measures experienced corresponding increases as a result. As we have reached the one year anniversary of this price increase, these measures have seen a corresponding decrease.
This price increase also impacted the various measures we use to assess our usage and subscription levels based on revenue, such as NRR and our revenue growth rate, and following its implementation, those measures experienced corresponding increases as a result.
This increase was primarily due to an increase in interest rates, greater cash balances due to the IPO, and the volume of newly opened interest-bearing accounts, including money market funds, as part of our diversified cash management strategy. 76 Table of Contents Provision for Income Taxes Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Provision for income taxes $ 1,192 $ 83 $ 1,109 NM ______________ NM - Not meaningful Income tax expense for the year ended December 31, 2023 increased by $1.1 million to $1.2 million compared to $0.1 million for the year ended December 31, 2022.
This increase was primarily due to an increase in interest rates, greater cash balances due to our IPO, and the volume of newly opened interest-bearing accounts, including money market funds, as part of our diversified cash management strategy. 73 Table of Contents Provision for Income Taxes Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Provision for income taxes $ 2,462 $ 1,192 $ 1,270 106.5 % Income tax expense for the year ended December 31, 2024 increased by $1.3 million or 106.5% to $2.5 million compared to $1.2 million for the year ended December 31, 2023.
Pursuant to our 2015 Plan, we have issued stock options, RSUs, and restricted stock awards (“RSAs”); however, all equity grants issued subsequent to the Company’s IPO will be made pursuant to the 2023 Plan, which was approved by our Board effective as of September 19, 2023.
Pursuant to our 2015 Plan, we have issued stock options, RSUs, and restricted stock awards (“RSAs”); however, all equity grants issued subsequent to our IPO are made pursuant to our 2023 Stock Option and Incentive Plan (“2023 Plan”), which was approved by our board of directors effective as of September 19, 2023.
Our customers utilize the SMS offering in particular during the holidays; as such, to the extent that the SMS offering grows in proportion to our other channels, we expect that we would see further seasonality. We believe seasonality may continue to impact our quarterly results going forward.
Our customers utilize the SMS offering in particular during the holidays; as such, to the extent that the SMS offering grows in proportion to our other channels, we expect that we would see further seasonality.
Overview We founded Klaviyo in 2012 to provide businesses of all sizes with powerful technology that captures, stores, analyzes, and predictively uses their own data to drive measurable, high-value outcomes.
The period‑to‑period comparison of financial results is not necessarily indicative of future results. Overview We founded Klaviyo in 2012 to provide businesses of all sizes with powerful technology that captures, stores, analyzes, and predictively uses their own data to drive measurable, high-value outcomes.
We focused on marketing automation within eCommerce as our first application use case, and we believe our software is highly extensible across a broad range of functions and verticals. As of December 31, 2023, our platform had efficiently scaled to over 143,000 customers. Today, our customers primarily operate within the retail and eCommerce vertical.
We focused on marketing automation within eCommerce as our first application use case, and we believe our software is highly extensible across a broad range of functions and verticals. Today, our customers primarily operate within the retail and eCommerce vertical.
In accordance with relevant accounting policies, we recognize a prepaid marketing expense in connection with the Shopify Warrants. This prepaid marketing expense represents the probable future economic benefit being amortized over a seven-year expected benefit period and is recorded based on the fair value of the warrants on the grant date.
This prepaid marketing expense represents the probable future economic benefit being amortized over a seven-year expected benefit period and is recorded based on the fair value of the warrants on the grant date.
On July 28, 2022, we entered into a collaboration agreement and strategic partnership with Shopify pursuant to which we issued warrants to Shopify (and certain of its affiliates) (the “Shopify Warrants”), in exchange for promotion of our marketing services with customers within the Shopify ecosystem.
On July 28, 2022, we entered into a collaboration agreement and strategic partnership with Shopify pursuant to which we issued warrants to Shopify (the “Shopify Warrants”), in exchange for promotion of our marketing services with customers within the Shopify ecosystem. In accordance with relevant accounting policies, we recognize a prepaid marketing expense in connection with vesting of the Shopify Warrants.
Compensation expense for these awards with both a service and performance condition are expensed under the accelerated attribution method which includes a cumulative catch up recorded upon the IPO for services that had been completed as of the IPO. The remaining expense for these awards is being recognized using the accelerated attribution method over the remaining service period.
Compensation expense for these awards with both service-based and performance-based vesting conditions is expensed under the accelerated attribution method, which includes a cumulative catch up recorded upon the satisfaction of the performance-based vesting condition for services that had been completed as of the satisfaction of the performance-based vesting condition.
We focus on expansion in three primary ways. First, as our customers increase their usage of our platform through the number of active consumer profiles they have and email and SMS messages they send, they move to higher subscription tiers.
First, as our customers increase their usage of our platform through the number of active consumer profiles they store and email and SMS messages they send, they move to higher subscription tiers.
Selling and Marketing Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Selling and marketing $ 394,369 $ 213,848 $ 180,521 84.4 % Selling and marketing expenses for the year ended December 31, 2023 increased by $180.5 million or 84.4%, to $394.4 million compared to $213.8 million for the year ended December 31, 2022.
Selling and Marketing Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Selling and marketing $ 404,209 $ 394,369 $ 9,840 2.5 % Selling and marketing expenses for the year ended December 31, 2024 increased by $9.8 million or 2.5%, to $404.2 million compared to $394.4 million for the year ended December 31, 2023.
Non-cash charges primarily consisted of $22.0 million of prepaid marketing expense amortization, $9.0 million of depreciation and amortization expense, $10.6 million of deferred contract acquisition cost amortization expense, $6.8 million of stock-based compensation expense, and $11.8 million of operating lease costs.
Non-cash charges primarily consisted of $135.2 million of stock-based compensation expense, $52.9 million of prepaid marketing expense amortization, $19.8 million of deferred contract acquisition cost amortization, $17.7 million of depreciation and amortization expense, and $12.7 million of operating lease costs.
Net cash used in investing activities of $18.7 million for the year ended December 31, 2022 consisted of $15.8 million purchases of property and equipment, $2.4 million of capitalized software costs, and $0.5 million cash paid for an acquisition.
Net cash used in investing activities of $9.4 million for the year ended December 31, 2023 consisted of $5.7 million of capitalized software costs and $3.7 million purchases of property and equipment.
Due to the flexibility and adaptability of our technology, we also see organic demand 66 Table of Contents growth from customers in other verticals, such as education, events and entertainment, restaurants, and travel, as well as from B2B companies.
Due to the flexibility and adaptability of our technology, we also see organic growth from customers in other verticals, such as education, events and entertainment, restaurants, and travel, as well as from B2B companies. As of December 31, 2024, our platform had efficiently scaled to over 167,000 customers.
We maintain a full valuation allowance on our U.S. federal and state net deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized.
Provision for Income Taxes Provision for income taxes consists primarily of income taxes related to U.S. and foreign jurisdictions in which we conduct business. We maintain a full valuation allowance on our U.S. federal and state net deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized.
This decrease was primarily due to unfavorable foreign exchange fluctuations.
This increase was primarily due to favorable foreign exchange fluctuations.
The following table sets forth, for the periods indicated, our working capital: 77 Table of Contents As of December 31, 2023 2022 ($ in thousands) Cash $ 738,562 $ 385,820 Restricted cash, current (1) 409 409 Accounts receivable, net of allowance for doubtful accounts 23,076 10,723 Deferred contract acquisition costs 15,198 11,215 Prepaid expenses and other current assets 26,244 19,336 Accounts payable 13,597 8,890 Accrued expenses 62,838 36,126 Operating lease liabilities 14,081 14,864 Deferred revenue 40,100 25,109 Total Working Capital $ 672,873 $ 342,514 ______________ (1) Restricted cash related to our required collateral to fund payroll and credit card obligations in the Australia entity.
The following table sets forth, for the periods indicated, our working capital: 74 Table of Contents As of December 31, 2024 2023 ($ in thousands) Cash $ 881,473 $ 738,562 Restricted cash, current (1) 375 409 Accounts receivable, net of allowance for doubtful accounts 43,095 23,076 Deferred contract acquisition costs 20,544 15,198 Prepaid expenses and other current assets 34,262 26,244 Accounts payable 14,579 13,597 Accrued expenses 99,828 62,838 Operating lease liabilities 20,989 14,081 Deferred revenue 64,497 40,100 Total Working Capital $ 779,856 $ 672,873 ______________ (1) Restricted cash related to our required collateral to fund payroll and credit card obligations in our Australia entity.
Net cash outflows from changes in operating assets and liabilities primarily consisted of $20.2 million increase in deferred contract acquisition costs related to increase in sales commissions resulting from our increase in revenues, $9.3 million decrease in operating lease liabilities due to payments related to our operating lease obligations, $5.2 million increase in accounts receivable due to an increase in customer billings, $5.2 million increase in prepaid expenses due to prepayments for cloud infrastructure and hosting costs, and a $5.7 million net decrease in accrued expenses and accounts payable due to timing of vendor payments.
Net cash outflows from changes in operating assets and liabilities primarily consisted of a $34.4 million increase in deferred contract acquisition costs related to increase in 75 Table of Contents sales commissions resulting from our increase in revenues, a $20.8 million increase in accounts receivable due to an increase in customer billings, a $17.3 million increase in prepaid expenses and other noncurrent assets, and a $16.7 million decrease in operating lease liabilities due to payments related to our operating lease obligations.
Net cash used in operating activities of $23.6 million for the year ended December 31, 2022 was primarily attributable to a net loss of $49.2 million adjusted for non-cash charges of $61.1 million and net cash outflows of $35.5 million from changes in operating assets and liabilities.
Net cash provided by operating activities of $119.4 million for the year ended December 31, 2023 was primarily attributable to a net loss of $308.2 million adjusted for non-cash charges of $433.5 million and net cash outflows of $5.9 million from changes in operating assets and liabilities.
Components of Results of Operations Revenue A significant majority of our revenues are derived from sales of subscriptions, which are comprised of fees paid by customers to access our cloud-based software platform for storing consumer’s first-party data and using it to create and deliver personalized and targeted email and SMS marketing services.
We believe seasonality may continue to impact our quarterly results going forward. 67 Table of Contents Components of Results of Operations Revenue A significant majority of our revenues are derived from sales of subscriptions, which are comprised of fees paid by customers to access our cloud-based software platform for storing first-party consumer data and using it to create and deliver personalized and targeted consumer experiences across digital channels.
Gross Profit Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Gross profit $ 520,211 $ 344,723 $ 175,488 50.9 % Gross profit for the year ended December 31, 2023 increased by $175.5 million or 50.9%, to $520.2 million compared to $344.7 million for the year ended December 31, 2022.
Gross Profit Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Gross profit $ 716,159 $ 520,211 $ 195,948 37.7 % Gross profit for the year ended December 31, 2024 increased by $195.9 million or 37.7%, to $716.2 million compared to $520.2 million for the year ended December 31, 2023.
The increase was primarily due to expansion with existing customers driven by expanded usage of our platform as well as our SMS channel. For the year ended December 31, 2023, sales to existing customers accounted for approximately 68% of the increase in revenue.
The increase was primarily due to expansion with existing customers driven by expanded usage of our platform as well as our SMS channel.
During the year ended December 31, 2022, all of the stock-based compensation awards issued were in the form of RSUs subject to both service-based and performance-based vesting conditions. Stock-based compensation awards that contain only service-based vesting conditions are recognized as expense, on a straight-line basis over the requisite service period, which is generally the vesting period of the respective award.
Stock-based compensation awards that contain only service-based vesting conditions are recognized as expense, on a straight-line basis over the requisite service period, which is generally the vesting period of the respective award.
Interest Income Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Interest income $ 24,051 $ 5,538 $ 18,513 334.3 % Interest income for the year ended December 31, 2023 increased by $18.5 million or 334.3%, to $24.1 million compared to $5.5 million for the year ended December 31, 2022.
Interest Income Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Interest income $ 39,582 $ 24,051 $ 15,531 64.6 % Interest income for the year ended December 31, 2024 increased by $15.5 million or 64.6%, to $39.6 million compared to $24.1 million for the year ended December 31, 2023.
For option awards granted in prior years, we estimate grant date fair value using the Black-Scholes option pricing model. The grant date fair value of RSUs and RSAs is estimated based on fair value of the underlying common stock. Additional information regarding such estimates is provided below.
The remaining expense for these awards is being recognized using the accelerated attribution method over the remaining service period. For option awards granted in prior years, we estimate grant date fair value using the Black-Scholes option pricing model. The grant date fair value of RSUs and RSAs is estimated based on fair value of the underlying common stock.
Factors Affecting Our Future Performance We believe that our performance and future success depend on a number of factors that present significant opportunities for us but also pose risks and challenges, including the following factors: Growth in New Customers Attracting new customers to our platform is a key driver of our revenue growth strategy.
Our revenue also expands when our customers add additional channels, such as SMS, and additional use cases, such as reviews and our CDP offering, or when their other brands, business units, and geographies start using our platform. 64 Table of Contents Factors Affecting Our Future Performance We believe that our performance and future success depend on a number of factors that present significant opportunities for us but also pose risks and challenges, including the following factors: Growth in New Customers Attracting new customers to our platform is a key driver of our revenue growth strategy.
Selling and Marketing Our selling and marketing costs primarily consist of employee-related costs including payroll, benefits, bonuses, and stock-based compensation; sales commissions, partnership expenses for revenue sharing agreements, including to Shopify Inc.
Selling and Marketing Our selling and marketing costs primarily consist of employee-related costs including payroll, benefits, bonuses, and stock-based compensation; sales commissions and partnership expenses for revenue sharing agreements, including to Shopify, other commerce platform partners, and agency partners; costs associated with advertising and marketing activities; and allocated overhead costs, including rent, facilities, depreciation, and costs related to information technology.
Year Ended December 31, 2023 2022 ($ in thousands) Net cash provided by (used in) Operating activities $ 119,371 $ (23,552) Investing activities (9,358) (18,745) Financing activities 242,728 101,300 Net increase (decrease) in cash and restricted cash $ 352,741 $ 59,003 Cash, cash equivalents, and restricted cash, beginning of period 386,916 327,913 Cash, cash equivalents, and restricted cash, end of period $ 739,657 $ 386,916 Operating Activities Net cash provided by operating activities of $119.4 million for the year ended December 31, 2023 was primarily attributable to a net loss of $308.2 million adjusted for non-cash charges of $433.5 million and net cash outflows of $5.9 million from changes in operating assets and liabilities.
Year Ended December 31, 2024 2023 ($ in thousands) Net cash provided by (used in) Operating activities $ 165,955 $ 119,371 Investing activities (17,226) (9,358) Financing activities (5,799) 242,728 Net increase in cash, cash equivalents, and restricted cash $ 142,930 $ 352,741 Cash, cash equivalents, and restricted cash, beginning of period 739,657 386,916 Cash, cash equivalents, and restricted cash, end of period $ 882,587 $ 739,657 Operating Activities Net cash provided by operating activities of $166.0 million for the year ended December 31, 2024 was primarily attributable to a net loss of $46.1 million adjusted for non-cash charges of $239.8 million and net cash outflows of $27.7 million from changes in operating assets and liabilities.
Other Income Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Other income (expense), net $ (470) $ 388 $ (858) (221.1) % Other income for the year ended December 31, 2023 decreased by $0.9 million or 221.1%, to $(0.5) million compared to $0.4 million for the year ended December 31, 2022.
Other Income Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Other income (expense), net $ 816 $ (470) $ 1,286 (273.6) % Other income for the year ended December 31, 2024 increased by $1.3 million or 273.6%, to $0.8 million compared to $(0.5) million for the year ended December 31, 2023.
We recognize a prepaid marketing expense asset associated with the Shopify Warrants over a straight-line five-year vesting period. Pursuant to the common stock warrant agreement, upon the Company’s IPO, 25% of the total number of warrants were accelerated, and the remaining unvested portion vests quarterly over the remaining vesting term.
Pursuant to the common stock warrant agreement, upon our IPO, 25% of the total number of warrants were accelerated, and the remaining unvested portion vests quarterly over the remaining vesting term.
The prepaid marketing expense asset is amortized into selling and marketing expense on a straight-line basis over the expected benefit period, which we determine to be the seven-year term of the collaboration agreement as the core activities and deliverables of the collaboration agreement will remain in place for seven years and Shopify does not have the right to terminate the collaboration agreement for convenience. 81 Table of Contents Under the stock purchase agreement, we issued and sold shares of common stock to Shopify Strategic Holdings 3 LLC (“Shopify Strategic”) and provided an Investment Option which allows Shopify Strategic to purchase additional shares of common stock at a fixed price, exercisable at any time at Shopify Strategic’s option until July 28, 2030.
The prepaid marketing expense asset is amortized into selling and marketing expense on a straight-line basis over the expected benefit period, which we determine to be the seven-year term of the collaboration agreement as the core activities and deliverables of the collaboration agreement will remain in place for seven years and Shopify does not have the right to terminate the collaboration agreement for convenience.
Research and Development Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Research and development $ 262,177 $ 104,077 $ 158,100 151.9 % Research and development costs for the year ended December 31, 2023 increased by $158.1 million or 151.9%, to $262.2 million compared to $104.1 million for the year ended December 31, 2022.
Research and Development Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Research and development $ 238,459 $ 262,177 $ (23,718) (9.0) % Research and development costs for the year ended December 31, 2024 decreased by $23.7 million or 9.0%, to $238.5 million compared to $262.2 million for the year ended December 31, 2023.
Our ability to attract new customers will depend on a number of factors, including our ability to innovate, the effectiveness and pricing of our new and existing products and capabilities, and the success of our selling and marketing efforts. 67 Table of Contents Expansion of Revenue From Our Existing Customer Base We believe our product-led growth strategy enables us to efficiently expand penetration within our existing customer base.
Our ability to attract new customers will depend on a number of factors, including our ability to innovate, the effectiveness and pricing of our new and existing products and capabilities, and the success of our selling and marketing efforts.
Variable consideration in our contracts is not material but represents the overage charges incurred by customers who exceed their allotments. 80 Table of Contents We recognize revenue under the core principle to depict the transfer of control to our customers in an amount reflecting the consideration to which we expect to be entitled.
We recognize revenue under the core principle to depict the transfer of control to our customers in an amount reflecting the consideration to which we expect to be entitled.
We believe we will see our overall gross profit dollars increase as customers send more SMS messages if our SMS offering continues to gain traction. 68 Table of Contents Expansion into New Industry Verticals and Use Cases As more customers use our platform, we are seeing organic demand from customers in other verticals, such as education, events and entertainment, restaurants, and travel, as well as from B2B companies.
Expansion into New Industry Verticals and Use Cases As more customers use our platform, we are seeing organic growth from customers in other verticals, such as education, events and entertainment, restaurants, and travel, as well as from B2B companies.
Cost of Revenue Year Ended December 31, 2023 2022 $ Change % Change ($ in thousands) Cost of revenue $ 177,888 $ 128,025 $ 49,863 38.9 % 74 Table of Contents Cost of revenue for the year ended December 31, 2023 increased by $49.9 million or 38.9%, to $177.9 million compared to $128.0 million for the year ended December 31, 2022.
Cost of Revenue Year Ended December 31, 2024 2023 $ Change % Change ($ in thousands) Cost of revenue $ 221,305 $ 177,888 $ 43,417 24.4 % Cost of revenue for the year ended December 31, 2024 increased by $43.4 million or 24.4%, to $221.3 million compared to $177.9 million for the year ended December 31, 2023.
Although we only recently expanded to these regions, we have already experienced significant growth with international sales outside of the Americas accounting for 31.0% of our revenue for the year ended December 31, 2023.
We have already experienced significant growth with international sales outside of the Americas accounting for 32.6% of our revenue for the year ended December 31, 2024. We also continue to expand our product offerings to better serve the international market.
(“Shopify”), other commerce platform partners, and agency partners; costs associated with advertising and marketing activities; and allocated overhead costs, including rent, facilities, depreciation, and costs related to information technology. Sales commissions are considered an incremental cost to obtain contracts with customers and these costs are deferred and amortized over the expected benefit period.
Sales commissions are considered an incremental cost to obtain contracts with customers and these costs are deferred and amortized over the expected benefit period.
In the short term, we expect selling and marketing costs to increase as we increase headcount in our go-to-market team, grow into new markets, and pay more in partnership fees to Shopify and other partners as we continue to grow.
In the short term, we expect selling and marketing costs to increase as we increase headcount in our go-to-market team, grow into new markets, and pay more in partnership fees to Shopify and other partners as we continue to grow. 68 Table of Contents Research and Development Our research and development costs primarily consist of employee-related costs associated with research and development staff, including payroll, benefits, bonuses, stock-based compensation, and allocated overhead costs, including rent, facilities, depreciation, and costs related to information technology.
Customers do not include persons or entities that use our platform on a free trial basis. We define customers outside of retail as those customers who have an identified industry outside of retail, either through in-product selection or as part of the sales process. Customers Generating Over $50,000 of ARR .
Customers do not include persons or entities that use our platform on a free trial basis. Customers Generating Over $50,000 of ARR .
This increase was primarily due to an increase of approximately $81.7 million of stock-based compensation mainly due to the vesting of Double-Trigger RSUs upon and subsequent to the IPO, $15.5 million in salaries and personnel expenses as a result of increases in headcount and the implementation of a company-wide sabbatical program, $6.4 million in payment processing fees, $5.1 million in professional expenses, primarily attributed to the IPO and public company readiness efforts, and $2.7 million in technology expenses, primarily attributed to an increase in licenses as a result of the aforementioned increases in headcount.
The decrease was offset by an increase of approximately $10.4 million in salaries and personnel expenses as a result of increases in headcount and the introduction of a company-wide bonus program, $6.6 million in payment processing fees, $3.6 million in professional expenses, primarily attributed to expenses incurred to operate as a public company, and $2.2 million in technology expenses, primarily attributed to an increase in licenses as a result of the aforementioned increases in headcount.
The cash outflow was offset by cash inflows primarily from a $10.0 million increase in deferred revenue resulting from increased billings for subscriptions. Investing Activities Net cash used in investing activities of $9.4 million for the year ended December 31, 2023 consisted of $3.7 million purchases of property and equipment and $5.7 million of capitalized software costs.
Investing Activities Net cash used in investing activities of $17.2 million for the year ended December 31, 2024 consisted of $11.3 million of capitalized software costs and $5.9 million purchases of property and equipment.
Investment in Innovation and Product Development Since our inception, we have been focused on product innovation, seeking to create what we believe is the best software solution for our customers. We originally launched our platform with email messaging as our first channel.
We also currently only bill in U.S. Dollars, and we believe that adding additional currencies to our platform will help us further our international expansion efforts. Investment in Innovation and Product Development Since our inception, we have been focused on product innovation, seeking to create what we believe is the best software solution for our customers.
The risk-free interest rate is based on the United States Treasury yield curve in effect at the time of grant for time periods approximately equal to the expected term of the Shopify Warrants. Expected dividend yield is 0.0% as we have not paid and do not anticipate paying dividends on our common stock.
We estimate the volatility based upon an average historical volatility of several peer public companies over a period equivalent to the term of the Shopify Warrants. The risk-free interest rate is based on the United States Treasury yield curve in effect at the time of grant for time periods approximately equal to the expected term of the Shopify Warrants.
We estimate our price increase in September 2022 represented a low-double digit increase of incremental revenue dollars in 2023. For the year ended December 31, 2023, approximately 32% of the increase in revenue was related to new customers, particularly in the mid-market and outside of the Americas.
For the year ended December 31, 2024, sales to existing customers accounted for approximately 54% of the increase in revenue while approximately 46% of the increase in revenue was related to new customers, particularly in the mid-market and outside of the Americas.
Segments We operate our business through one reportable segment, as well as one business activity, providing software that brings consumers’ first-party data together and uses it to create and deliver highly personalized consumer experiences across digital channels. 72 Table of Contents Results of Operations The following tables set forth our results of operations for the fiscal years presented and express the relationship of certain line items as a percentage of revenue for those periods.
As additional jurisdictions enact such legislation, we expect our effective tax rate and cash tax payments could increase in future years. 69 Table of Contents Segments We operate our business through one reportable segment, as well as one business activity, providing software that brings first-party consumer data together and uses it to create and deliver highly personalized consumer experiences across digital channels.
This increase was primarily due to an increase of approximately $24.8 million of stock-based compensation mainly due to the vesting of Double-Trigger RSUs upon and subsequent to the IPO, $17.4 million in outbound communication sending costs on behalf of our customers, and $7.3 million in salaries and personnel expenses as a result of increases in headcount and the implementation of a company-wide sabbatical program.
This increase was primarily due to an increase of $24.5 million in cloud-based infrastructure costs, $24.2 million in outbound communication sending costs on behalf of our customers, $8.6 million in salaries and personnel expenses as a result of increases in headcount, and $2.8 million in 71 Table of Contents amortization related to capitalized software development costs.
Since then, we have successfully added other channels, such as SMS and push notifications, as well additional use cases, such as reviews and our CDP offering. Our continued success depends on our ability to sustain product and technology innovation to continue delivering value to our customers.
We originally launched our platform with email messaging as our first channel. Since 65 Table of Contents then, we have successfully added other channels, such as SMS and push notifications, as well additional use cases, such as reviews and our CDP offering.