Discover the next generation of AI-built startups before everyone else.
We rate the apps people built with vibes.
A publication for founders building with AI: honest reviews, credible scores, launch breakdowns, and founder stories that treat the work seriously.
Featured Review
RaceIQ
Training intelligence for runners who want smarter race prep.
Vibe Score
86
Design
9/10
Use
8/10
Retention
9/10
Money
8/10
Different
8/10
Trust
7/10
Tracking the builder stack founders actually use
Reviews
Latest Reviews
Published with clear assumptions, founder context, and no invented revenue numbers. The point is signal founders can actually use.
AI fitness
RaceIQ
Score
Training intelligence for runners who want smarter race prep.
Founder: Morgan Mitchell
🦄 Dangerous If Executed Well
Elite signal
AI wellness
HydroPal
Score
A hydration companion that turns daily water habits into a lighter ritual.
Founder: Sam Rivera
🌱 Early Potential
Promising
AI food
DoughBuddy
Score
AI help for home bakers trying to make better bread without a spreadsheet.
Founder: Nina Patel
🚀 Strong Potential
Promising
AI fitness
Athlo
Score
A social performance layer for recreational athletes.
Founder: Leo Chen
🚀 Strong Potential
Strong signal
AI productivity
ClaimCheck
Score
A plain-English helper for tracking insurance claims without losing your mind.
Founder: Ava Brooks
🦄 Dangerous If Executed Well
Elite signal
AI local discovery
BeanQuest
Score
A discovery app for finding better coffee wherever you are.
Founder: Morgan Mitchell
🚀 Strong Potential
Strong signal
Rankings
Top Rated Apps
A leaderboard built around design, usability, retention, monetization, differentiation, trust, and founder reality checks.
Founder Spotlight
Ava Brooks
ClaimCheck
Insurance claims are stressful because people lose track of documents, calls, and next steps.
Ship Log
Newsletter
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