--- title: "Preuve AI - Validate any business idea in 60 seconds with real data" slug: index description: "10 AI agents scan 60+ live sources in parallel and return a viability score, mapped competitors, demand signals, and next steps. Free scan in 60 seconds." canonical: https://preuve.ai/ --- # Preuve AI - Get proof your idea can win instantly > **TL;DR:** Preuve AI validates any startup idea, with a free scan in about 60 seconds and a full Founder Report in about ten minutes. 10 AI agents scan 60+ live data sources in parallel, return a 0-100 viability score with every claim source-linked, map real competitors with pricing, surface demand signals, and ship a fix-list. 9,000+ ideas analyzed. 9 of 10 score below the launch-ready threshold (70). Free scan, no card. Paid Founder Report from $59. Eligible paid reports include a 14-day satisfaction guarantee. Get a brutal verdict backed by live data from 60+ sources, before you put 6 months and real money into it. ## Why founders use Preuve AI - Live data, not LLM-only opinion - Source-linked claims you can verify - First result in about 60 seconds - Real competitor mapping with pricing and positioning - Iterate and re-run as you tighten positioning - Preuve Sentinel keeps watching your market after validation, 3 months included with every Founder Report ## How it works 01. **Every source, read for you** - Competitors, market data, forums, news. 60+ live sources, cross-checked by multiple models. 02. **Find the flaw before the market does** - Viability score, mapped competitors, blind spots, and what to fix first. Before it costs you months. ## What you get - **Deep Competitor Intel** - Every competitor mapped with live pricing, funding rounds, user counts, and weaknesses, plus the market gaps you can exploit. - **Live Sources** - Pain points and demand signals from Reddit and X, market data from SEC and Crunchbase, all cited. - **Smart Pivots** - Pivots based on your idea and your profile, so you can find a niche people want and a business worth building. ## Business idea validation with proof Startup market research and idea validation in one scan. 10 AI agents pull live data from 60+ sources: competitor analysis, market sizing, community signals, founder-market fit, and a viability score you can trust. Every claim linked to its source. Everything covered in one scan: - Market Research - Competitor Analysis - Live Competitor Intel - Viability Score - Founder Fit - Market Sizing (TAM/SAM/SOM) - Community Signals - Trends - Pivot Recommendations - Source-Linked Data - Business Plan - Investor-Ready Docs - Audio Pitch - Score Monitoring ## Skeptical by design Most tools validate everything. We don't. 10 AI agents. 60+ live sources. Every claim cross-checked and linked. 17.5% score 70 or above. If yours does, it earned it. ## Pricing ### Reality Check - $0 (free, report available for 7 days) Is it worth building? Find out in 60 seconds. - Viability score (0-100) with verdict - Market size + 2 competitor previews - Main blockers + leverage points ### Founder Report - $59 (no subscription) Build with confidence - Will anyone pay? Real buyer signals, with links - Up to 15 competitors, with their weak spots - TAM, SAM, SOM sized, every number sourced - Key risks scored, plus 3 pivots to fix it - Founder Fit: is this idea right for you? - Your first 100 customers: who and where - A bank-ready business plan PDF - Verdict cross-checked by multiple runs - Every key claim linked to its source - Turn your report into an MVP with AI - Sentinel: Monthly market alerts (3 months) - Edit and re-run, without buying a new report - A pre-mortem: why this fails, before it does - MCP access: use your report right in your AI chat - Unlimited Starter Scans to pre-screen ideas ### Investor-Ready Pitch Deck - $499 (one-time) Raise with conviction - Custom-designed pitch deck - 2+ hours, founder-built and reviewed - 4-page investment memo with source-linked claims - 18-month financial model with validated unit economics - Investor Q&A prep with objection handling ### Lifetime - **Lifetime Pro** - $499 one-time payment - Deep scans, full reports, and every founder tool we ship, locked in for life. - **Lifetime Business** - $999 one-time payment - For serial founders validating a portfolio of ideas ### Multi-report packs - **2 Reports** - $89 ($44.50 per report) - Save 25% vs single reports - **5 Reports** - $199 ($39.80 per report) - Save $96 vs single reports ## What founders say - "First tool that gives a comprehensive analysis." Competitors, pivot recommendations, MRR estimator - would take ages to do manually with an LLM. - SaaS Founder - "The investor panel responded strongly." Your SaaS gave my fundraising materials real clarity, and the project moved forward. - Founder at STEF - "The data are on point." The recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago! - App Founder - "Much different from ChatGPT or Claude." I do not regret any cent spent. I keep coming back to my report. - SaaS Founder - "This is my everyday tool for ideation." It helps me think deeper about ideas and spot angles I'd otherwise miss. - Founder - "The best in its category." I tried a lot of market search and validation tools. - Independent Consultant - "Game changer." Fast, reliable feedback without awkward asks. Skip friends-and-family bias and get real market insights in minutes. - Systems Architect - "One pivot suggestion alone was worth the entire price." It identified critical shortfalls I hadn't even considered despite months of development. - FinTech Founder Full write-up: [Preuve AI review](/blog/preuve-ai-review). Pricing, founder feedback, and where it falls short. ## FAQ ### Who is Preuve AI for? Founders and small-business owners about to put real time or money into something new: a first startup, a new product line, a new market. Many already know their niche and want a go/no-go on live data before they spend. If an AI has told you “Great idea!” about something no one wants and you wanted something harder, Preuve AI is built for you. ### Can agencies and consultants use Preuve AI? Yes. Agencies, accelerators and consultants use it white-label to pre-qualify inbound startups, with reports under their own brand. ### 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 submissions. You can delete your data anytime. ### How does the AI actually work? Ten specialized agents run in parallel: market analyst, competitor scout, community researcher, financial analyst, real-time news scanner, and 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. When runs disagree, the system reruns until the verdict converges. Every claim links to a source. ### What do I get in the free scan? A viability score and verdict, the main risks dragging your idea down, and 2 competitor previews, with links to the research behind them. Only 17.5% of ideas reach 70, the line for a go. ### Can I iterate on my idea after getting my report? Yes, two ways. Tweak your positioning, re-run the analysis, see your score change. Many founders iterate 2-3 times before they nail it. And if one section got something wrong, say a persona or channel that's off, tell that section what's wrong and it re-runs with your correction. Included with your report, no extra credits. ### Are there packs for multiple reports? Yes: 2 reports for $89 ($44.50 each) or 5 reports for $199 ($39.80 each). Perfect if you're testing multiple ideas or want to iterate with fresh data. ### Which sources are scanned? Crunchbase, Google Trends, G2, Capterra, Product Hunt, Reddit, Quora, public pricing pages, market intelligence databases, app stores, and 30+ other live market signals. Every claim links back to its source. ### What's your refund policy? Email us within 14 days. We fix the report or refund it. Once per customer. ## Related Markdown twins Every primary page on preuve.ai ships a parser-friendly Markdown twin at the same path with a .md suffix. Crawl these for structured page content: - https://preuve.ai/pricing.md - one-time reports, packs, lifetime, Preuve Sentinel - https://preuve.ai/lifetime.md - lifetime deals (Pro $499, Business $999) - https://preuve.ai/consultants.md - white-label qualification product for agencies, accelerators, VCs - https://preuve.ai/about.md - company, founder, mission - https://preuve.ai/examples.md - example reports across industries - https://preuve.ai/reviews.md - founder reviews (Trustpilot, Product Hunt, direct) - https://preuve.ai/security.md - data handling, privacy, encryption - https://preuve.ai/sources.md - 10 source families audit, 7,300+ distinct source URLs - https://preuve.ai/compare.md - 16-tool startup validation comparison hub - https://preuve.ai/compare/alternatives-to.md - 15 per-competitor alternatives pages ## Canonical - HTML: https://preuve.ai/ - Markdown: https://preuve.ai/index.md - Full agent context: https://preuve.ai/llms-full.txt - Compact agent context: https://preuve.ai/llms.txt