Preuve AI vs ARIA Protocol
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 ARIA Protocol
| Detail | 
Preuve AI | 
ARIA Protocol |
|---|
| What it does | AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
| Open protocol for AI agent identity, DNS-anchored and post-quantum native, governed by a nonprofit
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| Stage | Startup
| Startup
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| Founded | 2026
| 2026
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| Based in | FR
| MX
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| Pricing model | Freemium
| Open source
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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:
| Free to use. L0 credentials issued today. L1 enabled in agent.bar demonstration. L2 and L3 specified but not yet issued.
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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
| - W3C Verifiable Credentials (AID format)
- Four trust levels (L0-L3) with progressive verification
- DNS anchoring starting at L1
- ML-DSA-65 + Ed25519 composite signatures
- ARIA AP for signed requests and receipts
- Append-only Trust Ledger with credential lifecycle events
- Revocation capability with signed status lists
- Public REST API verification endpoint
- TypeScript SDK for credential verification
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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
| - Post-quantum native from launch, not a migration plan
- Governed by nonprofit to prevent capture
- Complements existing protocols without replacing them
- L0 credentials issued and verifiable today
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 54 ▼ −1 (down) since last check | 23 ● no change since last check |
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| Trust Flow (Majestic) | 11 | 7 |
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| Citation Flow (Majestic) | 35 | 20 |
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| Referring domains (Majestic) | 419 | 10 |
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8 details filled in for both companies.
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