Preuve AI vs Cagebox

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 Cagebox
Detail	Preuve AI	Cagebox
What it does	AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build	An AI agent that works at its own desk
Stage	Startup	Not given
Founded	2026	Not given
Based in	FR	ES
Pricing model	Freemium	Freemium
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:	Day pass: $5 one time (includes $10 model credits, 24 hours, 25 GB disk). Agent + Computer: $20/month (1 agent, 25 GB disk, bring your own API key). Agent + Computer + credits: $50/month (up to $200/month in model credits, $50 every 7 days, 1 agent, 25 GB disk).
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	Real browser with desktop access Live screen viewing and takeover Private virtual machine per agent Task scheduling and scripts File management and downloads Encrypted API key storage Support for multiple AI model providers Form filling and submission
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	Each agent gets its own isolated virtual machine, not shared resources Watch the agent work live and step in for human-only decisions Communicate from anywhere via web chat or Telegram No installation or setup required
Community votes	0	0
DR (Domain Rating by Ahrefs)	54 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	11	0
Citation Flow (Majestic)	35	7
Referring domains (Majestic)	419	1

6 details filled in for both companies.

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