Preuve AI

About Preuve AI

Preuve AI is an AI-powered startup idea validation tool that analyzes business concepts against real market data. Users describe their idea in a paragraph, and ten specialized AI agents query 60+ live data sources in parallel, including SEC filings, Crunchbase, Google Trends, Reddit, Product Hunt, and G2, to extract evidence about competitors, market size, demand signals, and business viability. The tool generates a 0-100 viability score with every claim linked to its source, maps up to 15 competitors with funding and pricing data, sizes the market using TAM/SAM/SOM methodology, and provides three pivot recommendations ranked by potential score improvement. The free Reality Check takes 60 seconds and shows a viability score and verdict; the paid Founder Report takes about ten minutes and includes a 21-section analysis with a defensible business plan PDF, a Buyer Panel of 50 simulated buyers, three months of monthly market monitoring through Sentinel, and 200 bonus credits. Preuve is bootstrapped, run by one founder, and has analyzed over 9,000 startup ideas across 13 industries. In a July 2026 benchmark of 6,000+ ideas, only 17.5% scored at the launch-ready threshold of 70 or above, reflecting the tool's data-driven rather than opinion-based approach.

• ai-powered
• startup validation
• business validation
• market research
• market sizing
• idea scoring

FAQ

Who is Preuve AI for?

Preuve AI is built for founders and small-business owners about to invest real time or money into something new, whether it's a first startup, new product line, or new market entry. It's especially useful for those who already know their niche and want a go/no-go decision based on live data before spending significantly.

What do I get in the free scan?

The free Reality Check provides a viability score and verdict, shows the main risks holding your idea back, and includes 2 competitor previews with links to the research behind them. Only 17.5% of ideas reach the launch-ready threshold of 70 or above.

Can I iterate on my idea after getting my report?

Yes, you can iterate two ways. First, you can tweak your positioning and re-run the analysis to see your score change; many founders iterate 2-3 times before finalizing. Second, if a section got something wrong, you can tell that specific section what's incorrect and it re-runs just that part with your correction, included with your report at no extra cost.

How does the AI actually work?

Ten specialized agents run in parallel, each covering one domain: market analyst, competitor scout, community researcher, financial analyst, and real-time news scanner, plus a cross-validator that fact-checks every claim. They search 60+ live sources, pull real data on competitors, funding, and trends, and filter out junk. The scoring model runs multiple times, and when runs disagree, the system reruns until the verdict converges. Every claim links to a source.

Is my business idea kept private?

Yes. Your idea is encrypted, processed only by AI, and never shared, sold, or used to train models. No humans review your submissions, and you can delete your data anytime.

Makers

• VVincent ForatFounder