Inside The AI Startup ARR Inflation: How VCs And Founders Juice Revenue Numbers To Create Winners
AI startups are inflating revenue by counting contracted but unearned revenue as ARR, a practice VCs tolerate to maintain market narratives.Summary
Scott Stevenson, co-founder of legal AI startup Spellbook, ignited a debate by accusing AI startups of inflating revenue figures, specifically by reporting 'contracted ARR' (CARR) as actual ARR. This practice counts future revenue from signed but not yet onboarded customers, which may never materialize if they cancel during implementation. Investors and founders acknowledge this is a widespread industry tactic, with one VC noting that when one company does it, others feel pressured to follow suit to remain competitive. VCs often look the other way because a startup claiming high ARR attracts talent, premium customers, and favorable press, creating a self-fulfilling narrative of market dominance. The pressure for hypergrowth, driven by sky-high valuations and expectations for exponential scaling, further incentivizes this behavior. While some founders prioritize transparency and warn that these practices are 'short-sighted' and will eventually harm the ecosystem, the widespread inflation of ARR distorts market signals and erodes trust in the broader startup ecosystem.
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