{"id":232228,"date":"2026-04-07T14:19:00","date_gmt":"2026-04-07T18:19:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/04\/07\/ai-firms-annual-recurring-revenue-metrics-draw-scrutiny\/"},"modified":"2026-04-07T14:30:12","modified_gmt":"2026-04-07T18:30:12","slug":"ai-firms-annual-recurring-revenue-metrics-draw-scrutiny","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/04\/07\/ai-firms-annual-recurring-revenue-metrics-draw-scrutiny\/","title":{"rendered":"AI Firms\u2019 Annual Recurring Revenue Metrics Draw Scrutiny"},"content":{"rendered":"

AI Firms\u2019 Annual Recurring Revenue Metrics Draw Scrutiny<\/a><\/p>\n

https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/ai-firms-annual-recurring-revenue-metrics-draw-scrutiny\/<\/a><\/p>\n

Publish Date: 2026-04-07 14:19:00<\/a><\/p>\n

Source Domain: www.pymnts.com<\/a><\/p>\n

Many artificial intelligence (AI) startups use annual recurring revenue as a metric for their growth.<\/p>\n

However, this increasingly common practice has become one of the least-trusted measurements of success in the AI space, Bloomberg News reported Tuesday (April 7).<\/p>\n

\u201cThe startup world has always been a bit more of a Wild West,\u201d Chuck Eesley, professor of management science and engineering at Stanford University, told Bloomberg.<\/p>\n

\u201cThere are no audit requirements, there are no SEC definitions, so basically there\u2019s no cop on the beat other than the VCs and acquirers doing their due diligence,\u201d he said, so that a number can \u201cmean whatever the founder needs it to mean\u201d during dealmaking or fundraising.<\/p>\n

Annual recurring revenue (ARR) calculations work like this: a company takes a single month\u2019s revenue from recurring contracts and multiples it by 12 for a year-long projection. Companies that have used this practice include Anthropic and OpenAI.<\/p>\n

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The Bloomberg report noted that there is nothing inherently wrong with measuring growth this way, and if a company adds new subscribers each month, it can offer a more accurate glimpse into revenue than looking at past sales.<\/p>\n

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Darren Yee, a senior venture associate at NYU\u2019s Innovation Venture Fund, told Bloomberg that\u2014until recently\u2014ARR was seen as a reliable gauge for software businesses, especially those selling predictable services to other companies.<\/p>\n

\u201cThis worked really well when subscription pricing was very straightforward,\u201d Yee said. \u201cAnd that\u2019s been true for a long time, basically up until AI.\u201d<\/p>\n

However, recurring revenue gives companies a lot of freedom in how precisely to measure, meaning it\u2019s easy for startups to juke their numbers, which can vary if revenue swings from…<\/p>\n

Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

AI Firms\u2019 Annual Recurring Revenue Metrics Draw Scrutiny https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/ai-firms-annual-recurring-revenue-metrics-draw-scrutiny\/ Publish Date: 2026-04-07 14:19:00 Source Domain:…<\/p>\n","protected":false},"author":1,"featured_media":232229,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.pymnts.com\/wp-content\/uploads\/2026\/04\/AI-revenue-metrics.jpeg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-232228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/232228"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=232228"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/232228\/revisions"}],"predecessor-version":[{"id":232230,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/232228\/revisions\/232230"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/232229"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=232228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=232228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=232228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}