What we learned from Healthcare YC applications
Aggregate insights from real applications roasted on YC Roaster — the patterns YC partners look for, and the weaknesses that come up over and over.
Apps analyzed
9
Average score
3.11 /5
Updated
Jun 15, 2026
Score breakdown — Healthcare average
Biggest weaknesses
Where Healthcare applications consistently fall short.
- 1. Early Traction1.93/5
- 2. GTM2.52/5
- 3. Monetization2.97/5
Strongest dimensions
Where Healthcare applications tend to do well.
- 1. Market3.98/5
- 2. App Completeness3.64/5
- 3. Scalability3.57/5
Score distribution
What our AI judge actually said
Anonymized critique from real Healthcare applications (shared with founder consent).
“You built a working product in three weeks but have zero users, zero revenue, and a broker commission model that may keep you a better broker, not a tech company.”
7.2/10·Serious builder, real problem, exceptional speed, but you need 100+ enrollments in six weeks to prove this scales beyond broker economics.
“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.
“You built a working MVP in simulation, but have zero users, zero revenue, no pilots, no co-founder, and no proof any hospital will actually buy this.”
6.2/10·Sharp technical founder tackling a real $31B problem, but solo in healthcare with one month of commitment and no real world traction yet.
“You peaked at 8 families and dropped to 3, which suggests you have not solved retention or onboarding well enough to scale.”
6.9/10·Real product in a huge market, but you need to prove this works beyond friends and family before someone copies you.
“Two users after 11 months full time is not traction, it's a research project with a privacy excuse.”
6.6/10·Sharp clinical insight and real product, but you need 100 users in 90 days or this stays theoretical.
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