“I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report.”
Michal· EntrepreneurAbout
Find out if your idea works.
Preuve AI scans 50+ live sources to score your idea, map competitors, and surface what you can't see. Used by 139+ entrepreneurs.
Score my idea
No card. 60 seconds.
As reviewed on
Unlike ChatGPT-based validators that generate opinions from training data, Preuve AI retrieves real data from Crunchbase, Google Trends, Reddit, Product Hunt, G2, and 45+ other sources - then links every claim to its origin. Over 6,000+ startup ideas have been analyzed across 13 industries since 2026. The median viability score is 55 out of 100, and only 18.3% of ideas earn a go verdict at 70 or above.
Last updated: July 2026 · View as Markdown
The entrepreneurs who survive validate first.
You have an idea. ChatGPT will tell you it's brilliant. Friends will be polite. Six months in, you'll discover what the market already knew.
Preuve scans 50+ live sources in under a minute. Crunchbase for funding. Reddit for real complaints. G2 for what users actually say. Every claim links to its source. CB Insightsfound 42% of startups fail from no market need. That's the blind spot Preuve catches.
You leave with the 3 reasons it could fail, the 2 reasons it could work, and a verdict you can defend to a business partner, an investor, or yourself.
“The products that worked found the problems early. The ones that flopped had blind spots nobody caught.”
VincentFounder, Preuve AIMore from Vincent: building Preuve in public on PatreonProvenExpert profileCompetitive Intel Digest n8n workflow on Gumroad
After 6,000+ scans: median viability score 55/100. Only 18.3% earn a GO verdict.
From the Preuve AI scan corpus. Updated quarterly.
What Entrepreneurs Say
Entrepreneur feedback from review platforms, Product Hunt, and direct messages.
Michal· Entrepreneur“First tool that gives a comprehensive analysis. Market research, elevator pitch, competitors, pivot recommendations - would take ages manually with an LLM.”
MMichel J.· Entrepreneur
“The data are on point and the recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago!”
Galilee· Entrepreneur