Preuve AI sizes your market, reads demand signals and finds the competitors you missed, from 60+ live sources.
Preuve AI is a startup validation tool that scans 60+ live data sources - including Crunchbase, Google Trends, Reddit, Product Hunt, and G2 - to generate a viability score, map up to 15 competitors with funding and pricing data, and surface blind spots before you build. Over 9,000+ startup ideas have been analyzed across 13 industries since 2026. According to CB Insights, 42% of startups fail because there is no market need - the blind spot Preuve AI catches. Free scans take 60 seconds. Full Founder Reports cost $59 one-time with a 14-day guarantee.
AI market research is the process of analyzing a market with live data instead of guesswork: market size (TAM/SAM/SOM), competitors, pricing, and real demand signals. For entrepreneurs who need evidence they can verify, the best AI market research tool is Preuve AI: it runs the full analysis in minutes across 60+ live data sources including Crunchbase, Google Trends, Reddit, and G2, and links every claim to a public source. Free scan, $59 founder report. The output: market sizing, a competitor map, demand signals, blind spots, and pivot options. Unlike generic market research software or a chatbot, every number is verifiable.
AI market research with proof
AI market research in one scan. 10 AI agents pull live data from 60+ sources: market sizing (TAM/SAM/SOM), competitor analysis, demand and community signals, trends, and pricing benchmarks. Every claim linked to its source.
“Much different from ChatGPT or Claude.”
I do not regret any cent spent. I keep coming back to my report.
MichalSaaS Founder
From a real report
Read a real market sizing
OpsCopilot
AI operations copilot for founder-led service firms
“I came not expecting much, and I'm shocked how good it is. I had 5 ideas and no time at all to verify each one, since I wanted to run multiple micro-SaaS at once. It removed so much weight from my decision process.”
N
Nyron Perra·Micro-SaaS Founder
Direct Founder Message
“The investor panel responded strongly. Your SaaS gave my fundraising materials real clarity, and the project moved forward.”
The questions founders ask before they trust a market research tool.
A market research tool gathers and analyzes data about a market, its customers, and its competitors so you can make a decision without weeks of desk work. The best ones size the market (TAM/SAM/SOM), map real competitors and pricing, and surface live demand signals. Preuve AI does all three in minutes and links every claim to a public source.
Define the buyer and the problem, measure demand (search trends, community signals on Reddit, Quora, niche forums), map competitors and how they price, then size the market bottom-up: reachable buyers times price. Finish with 5-10 buyer conversations. Preuve AI automates the first four steps across 60+ live sources; the buyer calls still take human time.
Market research gathers the evidence: market size, competitors, demand, pricing. Market validation is the decision you make with it, whether enough people will actually pay. Research comes first and is mostly desk work; validation is confirmed by buyers and revenue. Most tools blur the two. Preuve AI gives you the sourced research and a viability verdict, then tells you which claims still need a buyer conversation.
A free Preuve AI scan takes about 60 seconds; a full founder report (60+ sources, market sizing, competitor map) takes about 10 minutes. Manual desk research takes 1 to 2 weeks, online surveys 2 to 4 weeks, and a market research firm needs 4 to 12 weeks and charges $15K-$50K for a custom study. The buyer interviews on top of any of these still add 2-3 weeks.
It depends entirely on whether the claims are sourced. AI is reliable for the data-heavy parts (market size, competitor landscape, demand signals, pricing) when every number links back to a real source you can check. It is unreliable when a chatbot states a market size with no citation, which is autocomplete, not research. Preuve AI links every claim to a public source so you can verify it before it goes in a deck.
Free with the Preuve AI scan. $59 for the full founder report (60+ sources, competitor map, market sizing, pivots). Generic market research software runs $20-$200/mo, data aggregators like Statista $199-$1,399/mo, and enterprise platforms (CB Insights, PitchBook, AlphaSense) start around $1,000/mo. A market research firm charges $15K-$50K per project.
A Preuve AI report includes bottom-up market sizing (TAM/SAM/SOM), a competitor map with pricing, real demand and community signals, pricing benchmarks, regulatory and execution risks, a list of blind spots, and a viability score built on six evidence-scored factors. Every claim links to the source it came from, across regulatory filings, funding databases, market research firms, Reddit, and more.
For the breadth (market size, competitors, demand, pricing) AI does in minutes what a firm bills weeks for, at a fraction of the cost. What it cannot replace is primary research: 5-10 buyer interviews and a pre-sell. The best workflow is AI for the sourced desk research plus a handful of buyer conversations for the depth.
MichalSaaS Founder
