Preuve AI
Source-linked validation for founders
Frameworks that operate on live data, not text in. Every claim links back to a verifiable source.
I built Preuve AI because the structured-frameworks-on-AI-input pattern is the most common failure mode in this category. Preuve scans 40+ live sources (Crunchbase, Google Trends, Reddit, Product Hunt, G2) and links every competitor, market size estimate, and demand signal back to its origin before applying any framework. The published 6-framework scoring runs against real data, not against the model that rated it. 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 frameworks fed by live market data
Skip if
You only want a SWOT slide for a pitch deck