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Dooza Crew 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.

Dooza Crew compared with Preuve AI
DetailDooza Crew logo Dooza CrewPreuve AI logo Preuve AI
What it doesYour AI team, in 2 minutes. AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
StageNot given Startup
FoundedNot given 2026
Based inNot given FR
Pricing modelFree trial Freemium
Pricing7 days free trial, then $49/month. Cancel before day 8 to pay nothing. 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:
Key features
  • Plain language job input
  • Work completion with proof
  • Phone apps for workspace management
  • Data deletion on request
  • 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
What makes it different
  • Setup in 2 minutes
  • No tracking or data selling in mobile apps
  • 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
Community votes00
DR (Domain Rating by Ahrefs)32 no change since last check54 no change since last check
Trust Flow (Majestic)411
Citation Flow (Majestic)235
Referring domains (Majestic)0419

5 details filled in for both companies.

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