What we learned from AI/ML YC applications

“You have 8 pilots and 100% say they'll pay, but your revenue is still zero, willingness to pay is not a business model.”

8.0/10·Rare founder-market fit and fast execution, but you need 10 paying customers to prove this scales beyond pilots.

“Two active users and zero revenue after eight months is not traction, it is friends and family testing at best.”

6.2/10·Strong builders with a smart insight, but pre-traction and no GTM plan in a PowerPoint-dominated world.

“You built a working prototype in one month with synthetic data, but you have zero real users, no revenue, and you're solo in healthcare with no domain expertise.”

6.9/10·Fast builder attacking massive pain, but no market pull yet and desperately need a healthcare cofounder yesterday.

“The biggest risk is whether intent intelligence becomes a durable category or just a feature waiting to be absorbed by Mixpanel and Amplitude.”

7.9/10·Strong team moving fast in a huge market, but retention and expansion signals will determine if this is venture scale or feature-sized.

“Claims users and revenue but provides zero numbers, making it impossible to tell if there's real traction or just polite interest from friends.”

5.4/10·Fast-shipping builder with a real pain point, but no measurable pull and a feature that incumbents could copy in weeks.

“Eight months full time with zero revenue, just $5 activation fees from four labs, no proof pilots convert to paid.”

7.3/10·Smart team with rare insight on frontier research, but traction is all pilots, no revenue proof.