AI Startup Founders Accuse Peers of Inflating ARR

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- Scott Stevenson of Spellbook alleged on X that many AI startups inflate their annual recurring revenue (ARR), calling the practice a “huge scam”.
- Jack Newton of Clio praised Stevenson’s expose, noting it highlighted “bad behavior” and referencing Garry Tan’s guidance on proper revenue metrics.
- Anonymous investors and founders confirmed that “contracted ARR” (CARR) is often reported as ARR, with some firms showing CARR up to 70% higher than actual ARR.
- TechCrunch interview findings reveal that many investors are aware of ARR exaggerations and still fund startups based on these inflated numbers.
Why it matters: Limited partners and other investors lose money when inflated ARR leads to overvalued deals; startups gain easier fundraising, but the market may correct as scrutiny rises.




