Preuve AI
Founder-stage market validation
Competitor map, demand signals, market sizing, every claim sourced. 60 seconds. Free tier.
I built Preuve AI for founder-stage validation, not enterprise traffic benchmarking. Preuve scans 40+ live sources in 60 seconds and returns competitor identification, demand signals from Reddit and Google Trends, market sizing, and customer pain validation - with every claim linked to its origin. The median score across 4,500+ ideas is around 50. Where SimilarWeb is weak (early-stage competitors), Preuve uses Reddit, Product Hunt, and community signals to surface them. Free tier returns a viability score; paid reports start at $29.
Best for
Founders validating ideas in 2-week sprints
Skip if
You only need to benchmark traffic on established competitor websites