Amplitude Inc
For the period ended Dec 31, 2024. Filed Feb 20, 2025.
View on SEC.govAbout this filing
A company's yearly report to the SEC, with audited financial statements. It is the fullest account a company gives of its business, its finances and the risks it sees.
FY2024 · Filed Feb 20, 2025
What changed in Management’s Discussion and Analysis?
Read the current filingPrevious report: 10-K
Period ended 2023-12-31; filed 2024-02-20.
0000950170-24-017102
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of OperationsCurrent report: 10-K
Period ended 2024-12-31; filed 2025-02-20.
0000950170-25-024135
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of OperationsThe baseline is this issuer’s latest earlier reporting period of the same form that was filed before the current report. A previous 10-Q is a different quarter, not a year-over-year comparison. Amendments are excluded.
Compared 149 previous paragraphs and 145 current paragraphs.
104 unchanged; 35 reworded; 4 added; 8 removed; 2 previous and 2 current paragraphs rearranged.
Tables are not compared: 16 previous and 16 current tables excluded. Dates, whitespace, punctuation and numbering changes are ignored; changes to financial figures remain significant.
A changed paragraph is not evidence that risk increased or decreased. An unchanged paragraph does not establish that risk stayed the same.
Added paragraphs (4)
Current report
Paying Customers with ARR of $100,000 or greater
Current report
We define Paying Customers with ARR of $100,000 or greater as those Paying Customers on one or more paid subscriptions that have $100,000 or more in ARR.
Current report
Research and development expenses increased $7.4 million, or 8%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $11.2 million in stock-based compensation expense and related payroll taxes mainly attributed to a one-time charge of $13.0 million related to our acquisition of CommandAI, and an increase of $2.6 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was primarily offset by a higher percentage of personnel being dedicated to new application development which resulted in $6.0 million more capitalized as internal use software costs in the period.
Current report
Other income (expense), net increased $1.4 million, or 11%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to higher interest income of $1.5 million due to a higher combined yield on investments and cash equivalents during the year ended December 31, 2024.
Removed paragraphs (8)
Previous report
Paying Customers
Previous report
Restructuring Plan
Previous report
In April 2023, we authorized a restructuring plan (the “Restructuring Plan”) to reduce our global workforce by approximately 13% to improve operational efficiencies and reduce operating costs. We do not expect to incur additional expenses of any significance related to the Restructuring Plan in future periods.
Previous report
Gross margin increased in fiscal 2023 compared to fiscal 2022 mainly due to a decrease in our third-party hosting costs as a percentage of revenue and a decrease in personnel and related expenses as a result of our Restructuring Plan.
Previous report
Research and development expenses increased $9.5 million, or 12%, in fiscal 2023 compared to fiscal 2022. The increase was primarily due to an increase of $9.0 million in stock-based compensation expense and related payroll taxes and an increase of $0.7 million in software subscription costs.
Previous report
Restructuring and Other Related Charges
Previous report
Other income (expense), net increased $9.4 million, in fiscal 2023 compared to fiscal 2022. The increase was primarily related to a $9.4 million increase in interest income due to rising interest rates and interest earned on investments in money market funds and marketable securities held during the year ended December 31, 2023 that were purchased in the second half of the year ended December 31, 2022.
Previous report
Net cash provided by financing activities of $5.8 million for fiscal 2022 primarily consisted of $6.9 million in proceeds from the exercise of stock options offset by $1.1 million of net cash used from sales of common stock to cover tax-related amounts that were remitted to the respective taxing jurisdictions in excess of cash received during the period. It is expected that cash received and paid for these amounts will be cash flow neutral over time.
Reworded paragraphs (35)
Previous wording
Amplitude is a leading Digital Analytics Platform that helps businesses understand how people are using their products so they can build amazing digital experiences that increase acquisition, monetization and retention - and drive revenue growth. We work with more than 2,700 paying customers of various sizes and stages of digital maturity, across many industries, including the teams behind some of the most-beloved digital products in the world. We have experienced significant growth in recent years, with approximately 675 employees in seven global offices.
Current wording
Amplitude is a leading Digital Analytics Platform that helps businesses understand how people are using their products so they can build amazing digital experiences that increase acquisition, monetization and retention - and drive revenue growth. We work with more than 3,800 paying customers of various sizes and stages of digital maturity, across many industries, including the teams behind some of the most-beloved digital products in the world. We have experienced significant growth in recent years, with approximately 725 employees in seven global offices.
Previous wording
At the core of our Digital Analytics Platform is our Behavioral Graph, a proprietary, purpose-built behavioral database that is the largest of its kind. Our Behavioral Graph instantly finds patterns, makes recommendations, and connects customer actions along their journeys to the right business outcomes, like engagement, growth, and loyalty. We architected our Behavioral Graph to power numerous products, beginning with our core product analytics platform. Consistently ranked #1 in multiple categories by G2, Amplitude Analytics provides real-time product data and reconstructed user visits so cross-functional teams can understand what is working and what is not. We have since expanded our offerings to include products that enable teams to build personalized product experiences, test product changes, and improve data quality across their technology stack.
Current wording
At the core of our Digital Analytics Platform is our Behavioral Graph, a proprietary, purpose-built behavioral database that is the largest of its kind. Our Behavioral Graph instantly finds patterns, makes recommendations, and connects customer actions along their journeys to the right business outcomes, like engagement, growth, and loyalty. We architected our Behavioral Graph to power numerous products, beginning with our core product analytics solution. Consistently ranked #1 in multiple categories by G2, Amplitude Analytics provides real-time product data and reconstructed user visits so cross-functional teams can understand what is working and what is not. We have since expanded our offerings to include products that enable teams to build personalized product experiences, test product changes, and improve data quality across their technology stack.
Previous wording
We have experienced significant growth in recent years driven by the rapid adoption of our Digital Analytics Platform by our global, diversified base of 2,723 paying customers as of December 31, 2023. Our customers span across industries and sizes, from the leading digital innovators to those earlier in their digital transformation journey. For the years ended December 31, 2023 and 2022, our revenue was $276.3 million and $238.1 million, respectively, representing year-over-year growth of 16%. For the years ended December 31, 2023 and 2022, our net loss was $90.4 million and $93.4 million, respectively. For the years ended December 31, 2023 and 2022, our net cash provided by (used in) operating activities was $25.6 million and $(5.4) million, respectively, and our free cash flow was $22.4 million and $(11.2) million, respectively.
Current wording
We have experienced significant growth in recent years driven by the rapid adoption of our Digital Analytics Platform by our global, diversified base of 3,875 paying customers as of December 31, 2024. Our customers span across industries and sizes, from the leading digital innovators to those earlier in their digital transformation journey. For the years ended December 31, 2024 and 2023, our revenue was $299.3 million and $276.3 million, respectively, representing year-over-year growth of 8%. For the years ended December 31, 2024 and 2023, our net loss was $94.3 million and $90.4 million, respectively. For the years ended December 31, 2024 and 2023, our net cash provided by operating activities was $18.5 million and $25.6 million, respectively, and our free cash flow was $11.7 million and $22.4 million, respectively.
Previous wording
We generate revenue primarily through selling subscriptions to our platform. We reach customers through a direct sales motion, solution partners, and product-led growth initiatives, including subscription plans to meet the needs of a diverse range of companies. For the year ended December 31, 2023, subscription revenue comprised 97% of our total revenue.
Current wording
We generate revenue primarily through selling subscriptions to our platform. We reach customers through a direct sales motion, solution partners, and product-led growth initiatives, including subscription plans to meet the needs of a diverse range of companies. For the year ended December 31, 2024, subscription revenue comprised 98% of our total revenue.
Previous wording
Our pricing model is based on both the platform functionality required by our customers as well as committed volume of events or monthly tracked users ("MTUs"). An event could be any action that a user takes in a digital product, such as ‘Create account’, ‘Add to cart’, or ‘Share photo’. Events can also be actions that occur in a product without user action, such as ‘Verification completed’. Customers have the flexibility to choose the events sent to our platform and can also attach custom properties to an event to enable greater insight on the digital product end user. An MTU is a unique user who triggers one or more events within a calendar month.
Current wording
Our pricing model is based on the platform functionality that our customers require to get the insights that they need and our customers commit to a certain volume of events or monthly tracked users ("MTUs"). An event could be any action that a user takes in a digital product, such as ‘Create account’, ‘Add to cart’, or ‘Share photo’. Events can also be actions that occur in a product without user action, such as ‘Verification completed’. Customers have the flexibility to choose the events sent to our platform and can also attach custom properties to an event to enable greater insight on the digital product end user. An MTU is a unique user who triggers one or more events within a calendar month.
Previous wording
We have been effective in helping our customers to gauge the proper event volume or MTUs to contract to ensure that they maximize their investment in our platform. In situations where customers exceed their committed volume in a given period, they incur overage charges that we have the contractual right to bill at our discretion. Depending on the circumstances, we often use this as an opportunity to renegotiate a customer contract to ensure they have the right contracted volume to meet their business objectives. Historically, overage charges have not made up a significant portion of our revenue. In many cases, customers will proactively expand their contract within the contract term, generally increasing event or MTU volume and platform capabilities to expand existing or address new use cases. Substantially all of our customer contracts have a subscription period of one year or longer. In the fiscal year ended December 31, 2023, we billed a majority of these contracts annually in advance with the remainder billed quarterly, semi-annually, or monthly.
Current wording
We have been effective in helping our customers to gauge the proper event volume or MTUs to contract to ensure that they maximize their investment in our platform. In situations where customers exceed their committed volume in a given period, they incur overage charges that we have the contractual right to bill at our discretion. Depending on the circumstances, we often use this as an opportunity to renegotiate a customer contract to ensure they have the right contracted volume to meet their business objectives. Historically, overage charges have not made up a significant portion of our revenue. In many cases, customers will proactively expand their contract within the contract term, generally increasing event or MTU volume and platform capabilities to expand existing or address new use cases. Substantially all of our sales led customer contracts have a subscription period of one year or longer. In the fiscal year ended December 31, 2024, we billed a majority of these contracts annually in advance with the remainder billed quarterly, semi-annually, or monthly.
Previous wording
We offer a variety of free and paid plans depending on our customers’ needs wherever they are in their analytics journey. For example, we offer a Free plan for early-stage startups and individuals. Our self-serve Plus plan is built for growing startups and small teams who need more customization and access to feature management and CDP capabilities. Our Growth plan provides access to additional capabilities, such as automated insights, experiments, and audience management. Users also get access to dedicated customer support to further maximize the value from our platform. And our Enterprise plan is designed for larger organizations that have more sophisticated needs and requirements, and includes everything in the Growth plan as well as additional robust features such as advanced data governance, custom user permissions and roles, automated insights, and more. At any point, a customer that needs additional capabilities can purchase add-on functionality or products, which are natively integrated with Amplitude Analytics.
Current wording
We offer a variety of free and paid plans depending on our customers’ needs wherever they are in their analytics journey. For example, we offer a Free plan for early-stage startups and individuals. Our self-serve Plus plan is built for growing startups and small teams who need more customization and access to feature management capabilities. Our Growth plan provides access to additional capabilities, such as automated insights, experiments, and audience management. Users also get access to dedicated customer support to further maximize the value from our platform. And our Enterprise plan is designed for larger organizations that have more sophisticated needs and requirements, and includes everything in the Growth plan as well as additional robust features such as advanced data governance, custom user permissions and roles, automated insights, enterprise-grade security features, and more. At any point, a customer that needs additional capabilities can purchase add-on functionality or products, which are natively integrated with Amplitude Analytics.
Previous wording
As of December 31, 2023, we had 511 customers that each represented greater than $100,000 in ARR and 39 customers that each represented greater than $1 million in ARR, demonstrating the mission critical nature of our platform to help customers succeed in the new digital age. In comparison, we had 480 customers that each represented greater than $100,000 in ARR and 30 customers that each represented greater than $1 million in ARR for the years ended December 31, 2022. Customers that each represented greater than $100,000 in ARR accounted for approximately 74% and 75% of our total ARR as of December 31, 2023 and 2022, respectively. We define ARR as the annual recurring revenue of subscription agreements, including certain premium professional services that are subject to contractual subscription terms, at a point in time based on the terms of customers’ contracts. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. No single customer accounted for more than 3% and 4% of our revenue in the years ended December 31, 2023 and 2022, respectively.
Current wording
As of December 31, 2024, we had 591 paying customers that each represented greater than $100,000 in ARR and 42 customers that each represented greater than $1 million in ARR, demonstrating the mission critical nature of our platform to help customers succeed in the new digital age. In comparison, we had 511 customers that each represented greater than $100,000 in ARR and 39 customers that each represented greater than $1 million in ARR for the years ended December 31, 2023. Customers that each represented greater than $100,000 in ARR accounted for approximately 75% and 74% of our total ARR as of December 31, 2024 and 2023, respectively. We define ARR as the annual recurring revenue of subscription agreements at a point in time based on the terms of customers’ contracts, including certain premium services that are subject to contractual subscription terms and Plus customers that we expect to recur. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. No single customer accounted for more than 3% of our revenue in the years ended December 31, 2024 and 2023.
Previous wording
Our ability to expand within our customer base is also demonstrated by our strong dollar-based net retention rate. As of December 31, 2023 and 2022, our dollar-based net retention rate (TTM) across paying customers was 101% and 119%, respectively.
Current wording
Our ability to expand within our customer base is also demonstrated by our strong dollar-based net retention rate. As of December 31, 2024 and 2023, our dollar-based net retention rate (TTM) across paying customers was 97% and 101%, respectively.
Previous wording
We have been successful at efficiently growing our customer spend over time as evidenced by our dollar-based net retention rates. As of December 31, 2023 and 2022, our dollar-based net retention rate (TTM) was 101% and 119%, respectively, for paying customers. Additionally, our ending dollar-based net retention rate for paying customers as of December 31, 2023 and 2022, was 98% and 110%, respectively. We continue to increase the number of customers who have entered and grown into larger subscriptions with us. As of December 31, 2023 and 2022, we had 511 and 480 customers, respectively, that each represented greater than $100,000 in ARR, representing a 6% increase year-over-year. Additionally, we had 39 and 30 customers, respectively, that each represented greater than $1 million in ARR, up 30% year-over-year. The number of customers representing greater than $100,000 and $1 million in ARR demonstrates the strategic importance of our platform and our ability to both initially land significant accounts and grow them over time.
Current wording
Historically, we have been successful at efficiently growing our customer base and number of customers who have entered into and grown into larger subscriptions with us as evidenced by the growth of our number of paying customers and number of customers that represent greater than $100,000 in annual recurring revenue (“ARR”). As of December 31, 2024 and 2023, we had 591 and 511 customers, respectively, that each represented greater than $100,000 in ARR, representing a 16% increase year-over-year. Additionally, we had 42 and 39 customers, respectively, that each represented greater than $1 million in ARR, up 8% year-over-year. As of December 31, 2024 and 2023, 27 and 26 of the Fortune 100 were paying customers, respectively, which demonstrates both our traction to date as well as our significant opportunity to continue to penetrate into the largest global organizations. We believe our relationship with some of the world’s most beloved product-led companies has resulted in increased brand credibility and access to many attractive growth opportunities.
Previous wording
We believe that our customers will demand additional features and capabilities beyond our current platform offerings to assist them in optimizing their digital products. We have a history of, and will continue to invest significantly in, developing and delivering innovative products, features, and functionality targeted at our core customer base. In addition, we may choose to add new products and offerings or enhance our platform capabilities through acquisitions. In recent years, we have acquired companies to bolster our predictive analytics and data instrumentation capabilities. Going forward, we may pursue both strategic partnerships and acquisitions that we believe will be complementary to our business, accelerate customer acquisition, increase usage of our platform, and/or expand our product offerings in our core markets.
Current wording
We believe that our customers will demand additional features and capabilities beyond our current platform offerings to assist them in optimizing their digital products. We have a history of, and will continue to invest significantly in, developing and delivering innovative products, features, and functionality targeted at our core customer base. In addition, we may choose to add new products and offerings or enhance our platform capabilities through acquisitions. In recent years, we have acquired companies to bolster our predictive analytics and data instrumentation capabilities and most recently we acquired CommandAI to provide intuitive, AI-powered user assistance to make complex software easier to adopt and navigate. Going forward, we may pursue both strategic partnerships and acquisitions that we believe will be complementary to our business, accelerate customer acquisition, increase usage of our platform, and/or expand our product offerings in our core markets.
Previous wording
Our investment for growth encompasses multiple critical areas, including product expansion, our sales force, sales support, partner ecosystem, and our international presence. We continue to evolve our technology and product offerings, to ensure that we are best serving our customers’ needs. For example, in October 2023, we introduced Plus to bring the full power of digital analytics to every team for less. We believe the evolution of our technology and product offerings will lead to continued increased retention and positive customer referrals that will continue to generate expansion opportunities within our existing installed base and from new customers. We plan to continue to invest in our research and development organization to maintain and strengthen our market leadership position, and we believe that attracting the best engineering talent will continue to be critical to our long-term success. Although there have been recent cost savings due to our restructuring, as we continue to invest in our platform, we expect our research and development expenses to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease, though these expenses as a percentage of revenue could increase in the short term.
Current wording
Our investment for growth encompasses multiple critical areas, including product expansion, our sales force, sales support, partner ecosystem, and our international presence. We continue to evolve our technology and product offerings, to ensure that we are best serving our customers’ needs. For example, in September 2024, we launched Amplitude Made Easy to simplify the platform experience for customers, and in June 2024, we introduced Warehouse Native to allow customers to unlock insights directly from their data warehouse. Additionally, in February 2025, after our acquisition of CommandAI, we launched Guides and Surveys which fully integrates CommandAI's cutting-edge user assistance with our Data Analytics Platform. We believe the evolution of our technology and product offerings will lead to increased retention and positive customer referrals that will continue to generate expansion opportunities within our existing installed base and from new customers. We plan to continue to invest in our research and development organization to maintain and strengthen our market leadership position, and we believe that attracting the best engineering talent will continue to be critical to our long-term success. As we continue to invest in our platform, we expect our research and development expenses, including those capitalized for internal-use software, to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease, though these expenses as a percentage of revenue could increase in the short term.
Previous wording
We will continue to make strategic investments in our sales efforts to pursue attractive growth opportunities and ensure customer success, particularly with larger enterprises where we have experienced significant traction to date. We also plan to invest in our channel partners, such as independent software vendors, and resellers, to extend our reach faster than we could do on our own. Although there have been recent cost savings due to our restructuring, as we continue to invest in our sales efforts, we expect our sales and marketing expenses to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease over the longer term, though these expenses as a percentage of revenue could increase in the short term.
Current wording
We will continue to make strategic investments in our sales efforts to pursue attractive growth opportunities and ensure customer success, particularly with larger enterprises where we have experienced significant traction to date. We also plan to invest in our channel partners, such as independent software vendors, and resellers, to extend our reach faster than we could do on our own. Although we previously experienced cost savings due to our restructuring, as we continue to invest in our sales efforts, we expect our sales and marketing expenses to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease, though these expenses as a percentage of revenue could increase in the short term.
Previous wording
Finally, we see opportunities to expand offices and headcount internationally to better service targeted international markets where we believe we have significant opportunity to accelerate existing traction and success. For the years ended December 31, 2023 and 2022, 39% and 38% of our revenue was generated outside the United States, respectively. As we seek to expand our business globally, we may be adversely affected by global economic and political instability. For example, as a result of the Russia-Ukraine war, we terminated certain relationships with customers in Russia and some of the businesses of our customers in the impacted regions have experienced disruptions that have affected their ability to pay for our services. See “Risk Factors–Risks Related to Our Business and Industry–Our operations are international in scope, and we plan further geographic expansion, creating a variety of operational challenges.”
Current wording
Finally, we see opportunities to expand offices and headcount internationally to better service targeted international markets where we believe we have significant opportunity to accelerate existing traction and success. For the years ended December 31, 2024 and 2023, 40% and 39% of our revenue was generated outside the United States, respectively. As we seek to expand our business globally, we may be adversely affected by global economic and political instability. For example, as a result of the Russia-Ukraine war and related sanctions, we have terminated certain relationships with customers in Russia. Some of the businesses of our customers in the impacted regions have also experienced disruptions that have affected their ability to pay for our services. See “Risk Factors–Risks Related to Our Business and Industry–Our operations are international in scope, and we plan further geographic expansion, creating a variety of operational challenges.”
Previous wording
We define annual recurring revenue (“ARR”) as the annual recurring revenue of subscription agreements, including certain premium professional services that are subject to contractual subscription terms, at a point in time based on the terms of customers’ contracts. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. ARR is also not intended to be a forecast of revenue.
Current wording
We define annual recurring revenue (“ARR”) as the annual recurring revenue of subscription agreements at a point in time based on the terms of customers’ contracts, including certain premium services that are subject to contractual subscription terms and Plus customers that we expect to recur. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. ARR is also not intended to be a forecast of revenue.
Previous wording
We believe our ability to grow the number of paying customers on our platform provides a key indicator of the demand for our platform, growth of our business, and our future business opportunities. Increasing awareness of our platform and its broad range of capabilities, coupled with the mainstream adoption of cloud-based technology, has expanded the diversity of our customer base to include organizations of different sizes across virtually all industries.
Current wording
We believe our ability to grow the number of paying customers on our platform, particularly those spending $100,000 or more a year, provides a key indicator of the demand for our platform, growth of our business, and our future business opportunities. Increasing awareness of our platform and its broad range of capabilities, coupled with the mainstream adoption of cloud-based technology, has expanded the diversity of our customer base to include organizations of different sizes across virtually all industries.
Previous wording
Gross profit, or revenue less cost of revenue, and gross margin, or gross profit as a percentage of revenue, has been and will continue to be affected by various factors, including the timing of our acquisition of new customers, renewals of, and follow-on sales to, existing customers, costs associated with operating our platform, and the extent to which we expand our operations and customer support organizations. In the long term, we expect our gross profit to increase in dollar amount and our gross margin to improve as we optimize our system performance and leverage ingested data for new products.
Current wording
Gross profit, or revenue less cost of revenue, and gross margin, or gross profit as a percentage of revenue, has been and will continue to be affected by various factors, including the timing of our acquisition of new customers, renewals of, and follow-on sales to existing customers, costs associated with operating our platform, and the extent to which we expand our operations and customer support organizations. In the long term, we expect our gross profit to increase in dollar amount and our gross margin to improve as we optimize our system performance and leverage ingested data for new products though the gross margin percentage may fluctuate from quarter to quarter due to potential reinvestments into the business. The extent and timing of such investments may vary.
Previous wording
Our operating expenses consist of research and development, sales and marketing, and general and administrative expenses. Personnel and related expenses are the most significant component of operating expenses and consist of salaries, benefits, stock-based compensation expense, and, in the case of sales and marketing expenses, sales commissions. Operating expenses also include an allocation of overhead costs for facilities and shared IT-related expenses. As we invest in our business, we expect our operating expenses to increase in dollar amount, and although we believe our operating expenses as a percentage of revenue will decrease over the longer term, operating expenses as a percentage of revenue could increase in the short term as we invest in product innovation and sales growth.
Current wording
Our operating expenses consist of research and development, sales and marketing, and general and administrative expenses. Personnel and related expenses are the most significant component of operating expenses and consist of salaries, benefits, bonuses, stock-based compensation expense, and, in the case of sales and marketing expenses, sales commissions. Operating expenses also include an allocation of overhead costs for facilities and shared IT-related expenses. As we invest in our business, we expect our operating expenses to increase in dollar amount, and although we believe our operating expenses as a percentage of revenue will decrease over the longer term, operating expenses as a percentage of revenue could increase in the short term as we invest in product innovation and sales growth.
Previous wording
Research and development expenses consist primarily of personnel and related expenses. These expenses also include product design costs prior to the application development stage, third-party services and consulting expenses, software subscriptions, and allocated overhead costs for overhead used in research and development activities. A substantial portion of our research and development efforts are focused on enhancing our software, including researching ways to add new features and functionality to our platform. Although there have been recent cost savings due to our restructuring, we anticipate continuing to invest in innovation and technology development, and as a result, we expect research and development expenses to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of product development initiatives. In the short term, research and development costs could increase as a percentage of revenue.
Current wording
Research and development expenses consist primarily of personnel and related expenses. These expenses also include product design costs prior to the application development stage, third-party services and consulting expenses, software subscriptions, and allocated overhead costs for overhead used in research and development activities. A substantial portion of our research and development efforts are focused on enhancing our software, including researching ways to add new features and functionality to our platform. We anticipate continuing to invest in innovation and technology development, and as a result, we expect research and development expenses to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of product development initiatives. In the short term, research and development costs could increase as a percentage of revenue.
Previous wording
We continue to make strategic investments in our sales and marketing organization, and we expect sales and marketing expenses to remain our largest operating expense in dollar amount. Although there have been recent cost savings due to our restructuring, we expect our sales and marketing expenses to continue to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of our marketing initiatives. In the short term, sales and marketing costs could increase as a percentage of revenue.
Current wording
We continue to make strategic investments in our sales and marketing organization, and we expect sales and marketing expenses to remain our largest operating expense in dollar amount. Although we previously experienced cost savings due to our restructuring, we expect our sales and marketing expenses to continue to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of our marketing initiatives. In the short term, sales and marketing costs could increase as a percentage of revenue.
Previous wording
We have also incurred certain expenses as part of operating as a publicly-traded company, including professional fees and other expenses. We expect to continue to incur additional expenses as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on the Nasdaq Capital Market LLC and costs related to compliance and reporting obligations pursuant to the rules and regulations of the Securities and Exchange Commission. In addition, as a public company, we incur additional costs associated with accounting, compliance, insurance, and investor relations. Although there have been recent cost savings due to our restructuring, we expect our general and administrative expenses to continue to increase in dollar amount over time but to generally decrease as a percentage of our revenue over the longer term, though the percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term.
Current wording
We have also incurred certain expenses as part of operating as a publicly-traded company, including professional fees and other expenses. As a public company, we expect to continue to incur costs associated with accounting, compliance, insurance, and investor relations which could fluctuate from period to period. Although we previously experienced cost savings due to our restructuring, we expect our general and administrative expenses to continue to increase in dollar amount over time but to generally decrease as a percentage of our revenue over the longer term, though the percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term.
Previous wording
Provision for (benefit from) income taxes consists primarily of income taxes in certain foreign jurisdictions in which we conduct business. To date, we have not recorded any U.S. federal income tax expense, and our state and foreign income tax expenses have not been material. We have recorded deferred tax assets for U.S. federal income taxes for which we provide a full valuation allowance. These deferred tax assets primarily include net operating loss carryforwards of $434.5 million and tax credit carryforwards of $13.0 million, net of reserves as of December 31, 2023, which begin expiring in 2032 and 2033, respectively. We expect to maintain this full valuation allowance in U.S. jurisdictions for the foreseeable future as it is not more likely than not the deferred tax assets will be realized based on our history of losses.
Current wording
Provision for (benefit from) income taxes consists primarily of income taxes in certain foreign jurisdictions in which we conduct business. For the periods presented, the difference between the U.S. statutory rate and our effective tax rate is primarily due to the valuation allowance on deferred tax assets. Our effective tax rate is also impacted by earnings realized in foreign jurisdictions where the statutory tax rates are different from the federal statutory tax rate. We expect to maintain this full valuation allowance in U.S. jurisdictions for the foreseeable future as it is not more likely than not the deferred tax assets will be realized based on our history of losses.
Previous wording
Revenue increased $38.2 million, or 16%, in fiscal 2023 compared to fiscal 2022. The increase in revenue was primarily due to growth of our paying customer base of 37% and revenue generated from our existing paying customers as reflected by our NRR (TTM) of 101% as of December 31, 2023.
Current wording
Revenue increased $23.0 million, or 8%, in fiscal 2024 compared to fiscal 2023. The increase in revenue was primarily due to growth of our paying customer base, partially offset by partial and full churn among existing customers which marginally outpaced our expansion of existing customers as reflected by our NRR (TTM) of 97% as of December 31, 2024.
Previous wording
Cost of revenue increased $1.5 million, or 2%, in fiscal 2023 compared to fiscal 2022. The increase was primarily due to an increase of $0.8 million in stock-based compensation expense and related payroll taxes, and an increase of $0.3 million in third-party hosting costs as we increased capacity to support paying customer usage and growth of our paying customer base.
Current wording
Cost of revenue increased $5.0 million, or 7%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $3.2 million in third-party hosting costs as we increased capacity to support paying customer usage and growth of our paying customer base and $2.5 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was partially offset by a decrease of $0.8 million in stock-based compensation expense and related payroll taxes.
Previous wording
Sales and marketing expenses increased $23.8 million, or 18%, in fiscal 2023 compared to fiscal 2022. The increase was primarily due to an increase of $12.8 million in stock-based compensation expenses and related payroll taxes and an increase of $8.5 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was also attributable to an increase of $6.6 million in bonuses and commissions related to an increase in the amortization of capitalized commissions in the period compared to the same period in the prior year and amounts earned in the year. The increase was partially offset by a decrease of $5.5 million related to marketing expenses mainly attributed to expenses to support hosting of Amplify, our in-person and virtual product and growth conference held in the year ended December 31, 2022 that was not repeated in the year ended December 31, 2023.
Current wording
Sales and marketing expenses increased $14.6 million, or 9%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $8.0 million in personnel and related expenses, including an increase in allocated overhead costs and an increase of $2.8 million in stock-based compensation expenses and related payroll taxes. The increase was also attributable to an increase of $2.5 million in commissions and variable compensation related to an increase in the amortization of capitalized commissions in the period compared to the same period in the prior year. There was also an increase of $1.3 million in travel-related expenses.
Previous wording
General and administrative expenses increased $1.3 million, or 2%, in fiscal 2023 compared to fiscal 2022.The increase was primarily attributable to an increase of $2.7 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was partially offset by a decrease of $1.5 million in stock-based compensation expense and related payroll taxes.
Current wording
General and administrative expenses increased $9.0 million, or 16%, in fiscal 2024 compared to fiscal 2023. The increase was primarily attributable to an increase of $3.8 million in personnel and related expenses, including an increase in allocated overhead costs and an increase of $3.1 million in stock-based compensation expense and related payroll taxes. The increase was also attributable to an increase of $1.5 million in legal fees.
Previous wording
Restructuring and other related charges were $8.1 million in fiscal 2023 related to charges related to employee transition, severance payments, employee benefits, and stock-based compensation. We did not have related expenses in fiscal 2022.
Current wording
Restructuring and other related charges related to employee transition, severance payments, employee benefits, and stock-based compensation were $8.1 million during fiscal 2023, with no costs incurred in fiscal 2024.
Previous wording
Provision for (benefit from) income taxes increased $0.5 million, or 59%, in fiscal 2023 compared to fiscal 2022, primarily due to an increase in foreign taxes resulting from foreign deferred tax balance changes during the year December 31, 2023.
Current wording
Provision for (benefit from) income taxes increased $0.5 million, or 41%, in fiscal 2024 compared to fiscal 2023, primarily due to an increase in foreign taxes during the year ended December 31, 2024.
Previous wording
Since inception, we have financed operations primarily through the net proceeds we have received from the sales of our preferred stock and common stock as well as cash generated from the sale of subscriptions to our platform. We have generated losses from our operations as reflected in our accumulated deficit of $363.5 million as of December 31, 2023. We generated positive cash flows from operating activities during the year ended December 31, 2023; however, we have historically generated negative cash flows from operating activities. Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support our platform, including growth in our customer base and customer usage, increased research and development expenses to support the growth of our business and related infrastructure, and increased general and administrative expenses to support being a publicly-traded company.
Current wording
Since inception, we have financed operations primarily through the net proceeds we have received from the sales of our preferred stock and common stock as well as cash generated from the sale of subscriptions to our platform. We have generated losses from our operations as reflected in our accumulated deficit of $457.8 million as of December 31, 2024. We generated positive cash flows from operating activities during the years ended December 31, 2024 and 2023; however, we have historically generated negative cash flows from operating activities. Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support our platform, including growth in our customer base and customer usage, increased research and development expenses to support the growth of our business and related infrastructure, and increased general and administrative expenses to support being a publicly-traded company.
Previous wording
As of December 31, 2023, our principal sources of liquidity were cash and cash equivalents of $248.5 million and restricted cash of $0.9 million. We also had $73.9 million in marketable securities that provide additional capital resources. Additionally, a substantial source of our cash provided by operating activities is our deferred revenue, which is included on our consolidated balance sheets as a liability. Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is recorded as revenue over the term of the subscription agreement. As of December 31, 2023, we had $102.6 million of deferred revenue, all of which was recorded as a current liability. This deferred revenue will be recognized as revenue when or as the related performance obligations are met.
Current wording
As of December 31, 2024, our principal sources of liquidity were cash and cash equivalents of $171.7 million and restricted cash of $0.9 million. We also had $126.7 million in marketable securities that provide additional capital resources. Additionally, a substantial source of our cash provided by operating activities is our deferred revenue, which is included on our consolidated balance sheets as a liability. Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is recorded as revenue over the term of the subscription agreement. As of December 31, 2024, we had $109.7 million of deferred revenue, all of which was recorded as a current liability. This deferred revenue will be recognized as revenue when or as the related performance obligations are met.
Previous wording
Our largest source of operating cash is cash collection from sales of subscriptions to our paying customers. Our primary uses of cash from operating activities are for personnel and related expenses, marketing expenses, and third-party hosting-related and software expenses. For the year ended December 31, 2023, we have generated positive cash flow from operating activities; however, in the past several years, we generated negative cash flows from operating activities and have supplemented working capital requirements through net proceeds from the sale of preferred stock and common stock.
Current wording
Our largest source of operating cash is cash collection from sales of subscriptions to our paying customers. Our primary uses of cash from operating activities are for personnel and related expenses, marketing expenses, and third-party hosting-related and software expenses. For the years ended December 31, 2024 and 2023, we have generated positive cash flow from operating activities; however, in the past several years, we generated negative cash flows from operating activities and have supplemented working capital requirements through net proceeds from the sale of preferred stock and common stock.
Previous wording
Net cash used in operating activities of $5.4 million for fiscal 2022 reflects our net loss of $93.4 million, adjusted by non-cash items such as stock-based compensation expense of $67.2 million, depreciation and amortization of $4.7 million, and non-cash operating lease costs of $3.7 million as well as net cash provided by changes in our operating assets and liabilities of $12.3 million. The net cash provided by changes in operating assets and liabilities primarily consisted of a $20.7 million increase in deferred revenue, resulting from increased billings and collections for subscriptions, a net increase in accrued expenses and accounts payable of $1.7 million due to timing of payments made, and a net decrease in prepaid expenses and other current and noncurrent assets of $4.0 million. These changes were offset by an increase in deferred commissions of $8.0 million, a $2.4 million increase in accounts receivable due to higher customer billing, and a $3.6 million decrease in operating lease liabilities due to payments related to our operating lease obligations.
Current wording
Net cash provided by operating activities of $18.5 million for fiscal 2024 reflects our net loss of $94.3 million, adjusted by non-cash items such as stock-based compensation expense of $100.0 million, depreciation and amortization of $6.1 million, and non-cash operating lease costs of $4.0 million as well as net cash provided by changes in our operating assets and liabilities of $2.4 million. The net cash provided by changes in operating assets and liabilities primarily consisted of collections outpacing revenue recognized as evidenced through the increase in cash of $8.6 million from changes in accounts receivable and deferred revenue and a net increase in accrued expenses and accounts payable of $8.5 million. These changes were offset by an increase in prepaid expenses and other current and noncurrent assets of $5.5 million, a $4.9 million decrease in operating lease liabilities due to payments related to our operating lease obligations, and an increase in deferred commissions of $4.3 million.
Previous wording
Net cash used in investing activities of $89.4 million for fiscal 2022 consisted of $83.2 million of purchases of marketable securities, $2.2 million of capitalized internal-use software development costs, $3.6 million in purchases of property and equipment, and $0.4 million of cash paid for acquisitions, net of cash acquired.
Current wording
Net cash used in investing activities of $75.4 million for fiscal 2024 consisted of $146.3 million of purchases of marketable securities, $16.1 million in cash paid for an acquisition, net of cash acquired, $5.1 million of capitalized internal-use software development costs, and $1.7 million in purchases of property and equipment. These decreases were partially offset by $93.8 million of cash received from the maturities of marketable securities.
Previous wording
Included in this commitment is a hosting arrangement with AWS. We entered into the 60-month contract in August 2021. The contract may be terminated by either party if the other party is in material breach of the contract and such breach remains uncured for 30 days. Pursuant to the terms of the contract, we are required to spend a minimum of $267 million over the five-year term of the contract. As of December 31, 2023, we had $174 million remaining on this commitment.
Current wording
Included in this commitment is a hosting arrangement with AWS. We entered into the 60-month contract in August 2021. The contract may be terminated by either party if the other party is in material breach of the contract and such breach remains uncured for 30 days. Pursuant to the terms of the contract, we are required to spend a minimum of $267 million over the five-year term of the contract. As of December 31, 2024, we had $123 million remaining on this commitment.
Previous wording
Our SaaS subscription agreements with customers enable them to access and send event volume data to our cloud-based platform. Subscription arrangements with customers do not provide the customer with the right to take possession of our software at any time. Instead, customers are granted continuous access to the platform over the contractual period. A time-elapsed method is used to measure progress because our obligation is to provide continuous service over the contractual period and control is transferred evenly over the contractual period. Accordingly, the fixed consideration related to subscription revenue is recognized ratably over the contract term beginning on the date access to the subscription product is provisioned. The typical subscription term is 12 months with various payment terms ranging from monthly to annual up-front payments. Most contracts are non-cancellable over the contractual term and are subject to standard terms and conditions; however, certain contracts contain nonstandard terms that may impact the timing of revenue recognition. Some customers have the option to purchase additional subscription services at a stated price. These options are evaluated on a case-by-case basis but generally do not provide a material right as they do not provide a discount to the customer that is incremental to the range of discounts typically given for the same services that are sold to a similar class of customers, even when the stand-alone selling price of the services subject to the option is highly variable.
Current wording
Our SaaS subscription agreements with customers enable them to access and send event volume data to our cloud-based platform. Subscription arrangements with customers do not provide the customer with the right to take possession of our software at any time. Instead, customers are granted continuous access to the platform over the contractual period. A time-elapsed method is used to measure progress because our obligation is to provide continuous service over the contractual period and control is transferred evenly over the contractual period. Accordingly, the fixed consideration related to subscription revenue is recognized ratably over the contract term beginning on the date access to the subscription product is provisioned. Typical subscription terms are in increments of 12 months with various payment terms ranging from monthly to annual up-front payments. Most contracts are non-cancellable over the contractual term and are subject to standard terms and conditions; however, certain contracts contain nonstandard terms that may impact the timing of revenue recognition. Some customers have the option to purchase additional subscription services at a stated price. These options are evaluated on a case-by-case basis but generally do not provide a material right as they do not provide a discount to the customer that is incremental to the range of discounts typically given for the same services that are sold to a similar class of customers, even when the stand-alone selling price of the services subject to the option is highly variable.
Rearranged current paragraphs (2)
Current report — wording carried from elsewhere
As of December 31, 2024 and 2023, our dollar-based net retention rate (TTM) was 97% and 101%, respectively, for paying customers. Additionally, our ending dollar-based net retention rate for paying customers as of December 31, 2024 and 2023, was 100% and 98%, respectively.
Current report — wording carried from elsewhere
Net cash used in financing activities of $19.9 million for fiscal 2024 primarily consisted of $26.4 million in net tax remittance on equity awards related to the vesting of RSU awards under a withhold-to-cover method, partially offset by $6.5 million in proceeds from the exercise of stock options.
Rearranged previous paragraphs (2)
Previous report — wording carried elsewhere
As of December 31, 2023 and 2022, we had 2,723 and 1,994 paying customers, respectively, representing an increase of 37% year-over-year. As of December 31, 2023 and 2022, 26 and 28 of the Fortune 100 were paying customers, respectively, with two of our customers falling out of the Fortune 100 list in the year ended December 31, 2023, which demonstrates both our traction to date as well as our significant opportunity to continue to penetrate into the largest global organizations. Our relationship with some of the world’s most beloved product-led companies has resulted in increased brand credibility and access to many attractive growth opportunities.
Previous report — wording carried elsewhere
Restructuring and other related charges, related to the Restructuring Plan, consist primarily of charges related to employee transition, severance payments, employee benefits, and stock-based compensation. These expenses are not expected to recur.