Preuve AI
Source-linked validation for founders
Validates the market before the plan exists. Every claim links back to a live source. Built for founders who want evidence, not a 25-page document.
I built Preuve AI because writing a 25-page plan around an unvalidated idea is the most expensive form of confirmation bias. Preuve scans 50+ live sources (Crunchbase, Google Trends, Reddit, Product Hunt, G2) and links every competitor, market size estimate, and demand signal back to its origin. The published 6-framework scoring (TAM/SAM/SOM, VC scorecard, Lean Canvas, Porter's 5 Forces, Risk, PMF) runs against real data. The median score across 4,000+ ideas is around 50 (not 82) and only 18.3% of ideas earn a go verdict.
Best for
Founders who want to validate before writing the plan
Skip if
You only need a planning template, not market evidence