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Preuve AI vs pirol

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 pirol
DetailPreuve AI logo Preuve AIpirol logo pirol
What it doesAI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build AI lab researching human-agentic interaction and building tools for people and agents to work together
StageStartup Not given
Founded2026 Not given
Based inFR DE
Pricing modelFreemium Freemium
PricingFree: 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: Pirol AI: Buy budget starting from €20 with no subscription or expiration; priced per model from €0.62/1M output tokens for Pirol AI's blended rate. GLM-5.3-Flash: €0.19 input, €0.62 output per 1M tokens. DeepSeek V4.1 Flash: €0.40 input, €1.59 output per 1M tokens. GLM-5.3: €1.47 input, €5.45 outpu
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
  • Desktop app for local AI agents
  • Automatic CRM, ERP, HR software creation
  • Available for macOS and Windows
  • EU-hosted models with OpenAI-compatible API
  • Company as Code markdown standard
  • Model selection and routing
  • Multiple model options including vision
  • No subscription required
  • Budget does not expire
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
  • All processing stays on your machine with no cloud uploads required
  • Agents can be trusted with sensitive work because they are predictable and observable
  • European hosting and data sovereignty
  • Open-source Company as Code standard for describing organizations
  • Model router picks best model per task
Community votes00
DR (Domain Rating by Ahrefs)54 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)110
Citation Flow (Majestic)3525
Referring domains (Majestic)41934

6 details filled in for both companies.

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