Preuve AI vs operum.ai

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 operum.ai
Detail	Preuve AI	operum.ai
What it does	AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build	Your AI team that builds, markets, and supports your product
Stage	Startup	Not given
Founded	2026	Not given
Based in	FR	US
Pricing model	Freemium	Not given
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: One feature at a time. Standard: $49/month for three features at once, Auto-merge and scheduling. Premium: $99/month for six features at once, Turbo mode and priority support. 14 days of free Premium trial, no credit card required.
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	Six specialized AI agents (PM, Architect, Engineer, Tester, Marketing, Community) Local-first execution GitHub integration Shared knowledge base Workflow automation Auto-merge for autonomous shipping Turbo mode for autonomous decision-making Scheduled runs overnight or weekends Cross-platform support (macOS, Windows, Linux) Customizable agent behavior and instructions
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 six AI agents included in every plan No code or terminal required Code stays on your machine, never stored on Operum servers 14-day free Premium trial with no credit card Agents work within defined boundaries with approval controls
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	15
Referring domains (Majestic)	419	6

5 details filled in for both companies.

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