Clef vs Preuve AI
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Clef compared with Preuve AI
| Detail | 
Clef | 
Preuve AI |
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| What it does | AI image sorter that categorizes photos automatically
| AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | Not given
| FR
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| Pricing model | Freemium
| Freemium
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| Pricing | 3 free runs (no sign-up required), then $9 for 20 runs that work in the image sorter, playground, and image checker
| 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:
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| Key features | - Custom category definition with 2-8 categories per sort
- Processes up to 100 images per batch
- Confidence threshold adjustment for auto-sort
- Probability score for each categorization
- Manual review workflow for uncertain images
- ZIP export with organized folders and CSV report
- Clef-Flash, Clef-omni, and Clef model support
- No sign-up required for free trial
- Input data never stored
- Real-time example gallery with actual AI results
| - 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
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| What makes it different | - Reviews only uncertain images, not every result
- Works on any categories you define yourself
- Provides probability scores with every categorization
- Real example results showing actual AI output
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 55 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 1 | 11 |
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| Citation Flow (Majestic) | 19 | 35 |
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| Referring domains (Majestic) | 2 | 419 |
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5 details filled in for both companies.
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