How VCs and founders use inflated ‘ARR’ to crown AI startups
TechCrunch says some AI startups and investors are inflating ARR by counting contracted or projected revenue as if it were booked sales.
The piece argues that ARR has become a fuzzy, gamed badge of success in AI. Founders and VCs often know the number is inflated, but the headline helps with fundraising, hiring and press.
A startup says how much money it makes in a year.
But some companies are counting money that has not really arrived yet, like promises, maybe-money, or deals that are not fully live. It is like telling people a cookie jar is full because someone promised to fill it later.
That can make the company look bigger and cooler than it really is. The article says some investors know this is happening, but they often do not say anything because the big number helps everyone look good.
Analysis
ARR becomes a marketing weapon
TechCrunch reports that many AI startups are presenting aggressive revenue numbers to the market, often by labeling contracted revenue or annualized run-rate as ARR. The article says the term is being stretched beyond its original meaning, which was meant to describe dependable annual revenue from active customers under contract.
CARR and annualized run-rate blur the line
A recurring theme in the story is the substitution of committed or contracted ARR, often called CARR, for true ARR. That can include revenue from customers who are not yet onboarded, or from contracts that may never fully materialize. The article says some companies even count long free pilots or heavily discounted multi-year deals as ARR, despite meaningful cancellation risk.
Investors often know, but stay quiet
TechCrunch says several founders, investors and finance professionals confirmed that inflated public ARR figures are common, and that some VCs are aware of the mismatch. The incentives are obvious: high ARR headlines can help a startup attract talent, customers and more funding. But the article also quotes investors and founders warning that the practice is short-sighted and will eventually backfire, especially once public markets or later-stage buyers demand cleaner numbers.
The story’s broader point is that AI hype has sharpened the pressure to show explosive growth. In that environment, ARR becomes less a measure of durable business health and more a contest for narrative control. The article suggests that this is becoming normal enough that many people inside the industry treat the inflated figures as expected, even when they privately doubt them.
Key points
- TechCrunch says some AI startups are inflating ARR by counting contracted or projected revenue.
- The article distinguishes true ARR from CARR and annualized run-rate revenue.
- Several investors told TechCrunch the practice is common and often understood by VCs.
- Public ARR numbers can help startups raise money, recruit talent and win press.
- Some founders warn that exaggerating revenue is short-sighted and will backfire.
