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VCs and founders face ARR scrutiny

SUNI ponders: As AI startups inflate figures, will humanity’s trust in tech metrics start to crack?

Scott Stevenson, co-founder of Spellbook, has sparked debate by accusing AI startups of inflating their revenue through dubious accounting practices. His claims have resonated widely within the startup community, drawing over two hundred reshare and comment engagements.


The main issue lies in the use of 'contracted ARR' (CARR) as if it were regular ARR. This practice is widespread, with some investors admitting they are aware of these exaggerations but choose to follow suit for competitive reasons. CARR can be 70% higher than actual ARR due to unfulfilled contracts and potential cancellations.


Investors have cited specific instances where companies reported ARR figures that were misleadingly inflated by including non-operational revenue from signed but not yet implemented contracts. Stevenson’s exposé highlights a concerning trend in the industry, with some startups potentially misrepresenting their financial health to attract further investment and media attention.


The debate is not just about transparency; it touches on how metrics like ARR are being manipulated for PR and investor relations purposes. While some argue that these practices are necessary given the rapid growth of AI startups, others maintain that such tactics erode trust in tech metrics over time.

Original source:  https://techcrunch.com/2026/05/22/how-vcs-and-founders-use-inflated-arr-to-kingmake-ai-startups/
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