Preuve AI vs Blck Alpaca
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Preuve AI compared with Blck Alpaca
| Detail | 
Preuve AI | 
Blck Alpaca |
|---|
| What it does | AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
| AI readiness check for websites: measures how well AI agents can access, understand and navigate your site
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| Stage | Startup
| Startup
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| Founded | 2026
| 2024
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| Based in | FR
| AT
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| Pricing model | Freemium
| Free
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| Pricing | Free: Reality Check (60-second scan with viability score and 2 competitor previews). Founder Report: $59 one-time, includes Sentinel market monitoring for 3 months, business plan PDF, and 200 bonus credits. 2-Report Pack: $89 ($44.50 each). 5-Report Pack: $199 ($39.80 each). Investor-Ready Package:
| Not given
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| Key features | - 10 AI agents analyze 60+ live data sources in parallel
- Viability score 0-100 backed by live market data
- Map up to 15 competitors with funding, pricing, and weaknesses
- Market sizing with TAM, SAM, SOM methodology
- Every claim linked to source URL for verification
- 3 pivot recommendations ranked by score improvement potential
- Business plan PDF export ready for banks and investors
| - 28 automated checks across access, understanding, discoverability, EU transparency and usability
- Static HTML analysis without JavaScript execution
- AI crawler identifier testing with GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot and Google-Extended
- Rendered page analysis with JavaScript execution comparison
- Observed agent task execution with logging
- Five weighted scoring layers with consequence-based assessment
- Letter grade result from A to F based on rubric version 1.1.3
- Instant results with no registration required
- Checks for robots.txt, sitemap, llms.txt and trust pages
- Optional in-browser JavaScript rendering check
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| What makes it different | - Data-driven viability score where only 17.5% reach launch-ready threshold, unlike tools that give everyone a green light
- One-time $59 payment with no subscription required
- Concurrent verification across multiple AI model runs until verdict converges
- Founder support with average response under 4 hours on business days
| - Weighted scoring model that treats missing features as not applicable rather than failures, preventing unfair penalties
- EU-focused transparency and privacy layer addressing GDPR and consent requirements specific to European compliance
- Versioned rubric that allows results to remain comparable across time
- Real agent task execution logging showing exactly where AI agents get stuck on your site
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 55 ▲ +1 (up) since last check | 45 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 11 | 15 |
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| Citation Flow (Majestic) | 35 | 33 |
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| Referring domains (Majestic) | 419 | 268 |
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7 details filled in for both companies.
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