Preuve AI
Scores the whole idea, not just the pain
Pain is one input. Preuve weighs it against market size, real competitors, and pricing into a 0-100 verdict, with every claim linked to a live source.
I built Preuve AI because confirming a pain is real is the easy half of validation. Preuve scans 50+ live sources with 10 parallel AI agents (Crunchbase, Google Trends, Reddit, Product Hunt, G2) and links every competitor, market-size estimate, and demand signal back to its origin. PainMap stops at the pain map; Preuve takes that same community signal and answers the harder question - can a viable business work here. The median score across the benchmark sits around 50, not 80, and only 18.3% of ideas earn a go verdict.
Best for
Founders who need a defensible build-or-kill verdict, not just a confirmed problem
Skip if
All you need today is a quick read on whether a complaint is loud, with no market or competitor analysis