Virlo 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.

Virlo compared with Preuve AI
Detail	Virlo	Preuve AI
What it does	AI-powered social listening and analytics platform for tracking viral trends across short-form video	AI startup idea validator that scans 60+ live data sources to generate a viability score and map competitors before you build
Stage	Startup	Startup
Founded	2024	2026
Based in	US	FR
Pricing model	Free trial	Freemium
Pricing	7-day free trial, then Starter $49/month (2,000 credits/month), Pro $199/month (12,000 credits/month), Enterprise from $499/month (20,000+ credits/month). Annual billing available at approximately 30% discount.	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	AI-powered viral trend detection across TikTok, YouTube Shorts and Instagram Reels Real-time creator and competitor tracking Hashtag rankings across 500K+ tags Meta Ads Library for ad creative intelligence Developer API and MCP server for AI agents Slack, Discord and webhook alerts for monitoring	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	Built exclusively for short-form video across all major platforms in one account Self-serve pricing from $49/month with no contracts, compared to thousands per month elsewhere Agents that work automatically on a schedule and send results to your tools Data accessible to AI assistants through MCP and API	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 votes	0	0
DR (Domain Rating by Ahrefs)	50 no change since last check	54 no change since last check
Trust Flow (Majestic)	12	11
Citation Flow (Majestic)	37	35
Referring domains (Majestic)	595	419

8 details filled in for both companies.

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