{
  "id": 6261743,
  "title": "'There's no accountability;' AI startups keep claiming huge revenue. VCs say the math is getting 'murky.'",
  "url": "https://urgent.news/2026/09/08/theres-no-accountability-ai-startups-keep-claiming-huge-revenue-vcs",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-08T09:00:03.000Z",
  "source": {
    "name": "Business Insider",
    "slug": "business-insider",
    "url": "https://www.businessinsider.com/why-vcs-are-questioning-ai-companies-big-revenue-claims-2026-9"
  },
  "original_language": "en",
  "account": "Venture capitalists are growing increasingly doubtful about the accuracy of annual recurring revenue (ARR) figures for AI startups. ARR, a metric used to estimate yearly sales from paying customers, has become a favorite valuation tool for investors, but its reliability in the AI industry is called into question. One venture capitalist admitted there is \"no accountability\" for inflated ARR numbers, as few metrics have garnered more excitement from Silicon Valley investors than surging ARR during the AI boom. Greg Isenberg, CEO of Late Checkout, wrote in a viral post that the number of AI companies falsely claiming their ARR is \"absolutely unsettling.\" This lack of transparency stems from the fact that ARR has become so loosely used that it can encompass a wide range of revenue streams, from contracted subscriptions to future deals, token consumption, hardware sales, and single strong months of revenue. The term \"ARR inflation\" has been coined to describe this phenomenon. Shruti Gandhi, a general partner at Array Ventures, has publicly called out founders for exaggerating revenue, often met with the response that \"everybody else is doing it.\" Alexander Niehenke, a partner at Scale Venture Partners, suggests that the current trend of padding ARR reflects a top-of-the-bubble mentality, as founders have all the leverage during bull markets. Founders exploit the VC's enthusiasm for ARR, likening it to \"catnip,\" according to Niehenke. While some AI companies use run-rate revenue, a metric that extrapolates a month of revenue over a full year, this can also be misleading since a month of exceptional revenue might not translate to the same level of recurring income. Despite these issues, some AI startups, like Linear, still adhere to the ARR metric, citing the strength of their multiyear contracts.",
  "summary": "Investor skepticism is growing around the revenue claims powering the AI boom.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}