Preuve AI fills an important niche in the startup ecosystem by providing data-backed idea validation rather than AI-generated opinions. Its 10 specialized agents scan over 40 real data sources in parallel, producing sourced reports that link every claim to its origin — a critical differentiator from competitors that simply wrap ChatGPT with a validation prompt. Over 3,500 startup ideas have been analyzed since launch. The tool's skeptical approach is reflected in its scoring: 90% of ideas tested score below 70, with the most common bracket being 41-50. This indicates genuine analytical rigor rather than feel-good validation. Each report covers competitors (up to 15 with funding and pricing data), market sizing, demand signals, pricing benchmarks, and key risks, giving founders a comprehensive picture before they invest time and money. Pricing is straightforward: free scans for quick fatal-flaw checks, $29 for full reports with 3 free iterations to test different angles, and bundle discounts for serial validators. The team plan starting at $149/month targets agencies and startup studios. Built by a solo founder with 5 years in startup marketing, Preuve AI reflects practical experience with what founders actually need to know before building.
Preuve AI is a startup idea validation platform that uses 10 specialized AI agents to scan 40+ live data sources — including Crunchbase, Google Trends, Reddit, Product Hunt, and G2 — to generate sourced viability reports. Unlike ChatGPT-based validators, it retrieves real data and links every claim to its origin. Reports include competitor mapping (up to 15 competitors with funding and pricing data), market sizing, demand signals, pricing benchmarks, risk analysis, and a composite viability score from 0 to 100.