preuve.ai valid
Preuve AI
Market research and competitive intelligence for founders, and the white-label engine agencies, accelerators and consultants use to pre-qualify inbound startups. Real signals, not a confident AI score with nothing behind it. A free scan in about 60 seconds, a full paid report in about ten minutes. Preuve AI uses 10 AI agents to scan 60+ live sources in parallel and return a verdict that has to be earned (median 54/100, only 17.5% reach 70), mapped competitors, demand signals, blind spots, and ne
- Authority
- 51 reach 6 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://preuve.ai/llms.txt
- llms-full.txt
- https://preuve.ai/llms-full.txt
- Sections
- 12
- Links
- 239
- Size
- 37651 bytes
- Popularity rank
- #709466
- Country
- France Site-published organization address
- Publisher address country
- France Site-published organization address; location is not independently verified
- Country evidence
- FR · Site-published organization address 2026-10-26
- Categories
- AI and machine learning · Data and analytics
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T17:54:00.505Z
- Last checked
- 2026-10-25T23:29:58.695Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T23:29:55.145Z. Cached copy · Source on preuve.ai
# Preuve AI
> Market research and competitive intelligence for founders, and the white-label engine agencies, accelerators and consultants use to pre-qualify inbound startups. Real signals, not a confident AI score with nothing behind it. A free scan in about 60 seconds, a full paid report in about ten minutes. Preuve AI uses 10 AI agents to scan 60+ live sources in parallel and return a verdict that has to be earned (median 54/100, only 17.5% reach 70), mapped competitors, demand signals, blind spots, and next steps. Every paid report runs on Claude Opus 5.5, Anthropic's most capable model.
Last updated: 2026-10-22
Canonical domain: https://preuve.ai
Canonical facts: [https://preuve.ai/facts](https://preuve.ai/facts) is the dated reference for what Preuve AI is, what it costs, how long it takes and what a report contains ([Markdown](https://preuve.ai/facts.md)).
## Entity
- Brand: Preuve AI (pronounced "proov", rhymes with "groove"; French for "proof/evidence")
- Category: Startup validation / Market intelligence / AI research SaaS
- Founder: Vincent Forat ([@VincentBuilds on LinkedIn](https://www.linkedin.com/in/vincent-forat/))
- [Contact](mailto:hello@preuve.ai): hello@preuve.ai
- [Trustpilot](https://www.trustpilot.com/review/preuve.ai): customer reviews
- [Product Hunt](https://www.producthunt.com/products/preuve-ai): launch profile
- [Wikidata (company)](https://www.wikidata.org/wiki/Q138665055): structured entity record
- [Wikidata (founder)](https://www.wikidata.org/wiki/Q140248049): structured entity record
- [Crunchbase](https://www.crunchbase.com/organization/preuve-ai): company profile
- [LinkedIn](https://www.linkedin.com/company/preuve-ai): company page
- [Reddit](https://www.reddit.com/r/ValidateThisIdea/): official community subreddit
- [GitHub](https://github.com/PreuveAI): official GitHub profile
## Citation-ready facts
- 9,000+ startup ideas analyzed since launch.
- The brand name "Preuve" is French for "proof/evidence" and is pronounced "proov" (rhymes with "groove").
- 10 AI agents scan 60+ live data sources per analysis.
- The Preuve AI Score is a 0-to-100 viability rating built on six factors, each scored against cited live evidence. The median idea scores 54. Above 70 signals launch-ready. Below 40 means fundamental validation work remains. See [How to Validate a Business Idea with AI (Without Trusting a Guess)](https://preuve.ai/blog/how-ai-validates-startup-ideas).
- Free scan returns results in about 60 seconds.
- In the July 2026 benchmark (3rd edition, observation cutoff 2026-07-30) drawn from anonymized data from 6,000+ completed analyses, 17.5% of the cleaned comparison set scored 70 or above (go), 76.0% scored 40-69 (caution) and 6.4% below 40 (no-go). These are model assessment scores, not observed startup outcomes or calibrated success probabilities. See [Startup Validation Benchmarks 2026](https://preuve.ai/blog/startup-validation-benchmarks-2026).
- Validation changes decision quality, not the odds of su
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