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Virlo vs Referee.chat

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 Referee.chat
DetailVirlo logo VirloReferee.chat logo Referee.chat
What it doesAI-powered social listening and analytics platform for tracking viral trends across short-form video An AI panel debates your goal; a referee rules on re-checkable evidence
StageStartup Not given
Founded2024 Not given
Based inUS Not given
Pricing modelFree trial Freemium
Pricing7-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: $1.00 starting credit once. Credit plans from $10 top-up with no expiration. Your own key: 5% infrastructure fee after the first $5.00 of usage.
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
  • Panel of up to six AI models from different vendors
  • Referee rules on re-checkable evidence only
  • Searches academic databases: arXiv, OpenAlex, Crossref, Europe PMC
  • Executes Python code to verify claims
  • Customizable acceptance standards
  • Matches pause and resume without losing work
  • Shared ledger prevents re-derivation
  • Spending limit per match
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
  • Referee decides on evidence, not argument quality
  • Panel from different vendors fails in different directions
  • Stuck is a targeted question, not model thrashing
  • Cost grows with ledger, not round count
  • Published matches become research record
Community votes00
DR (Domain Rating by Ahrefs)49 −1 (down) since last check2 no change since last check
Trust Flow (Majestic)120
Citation Flow (Majestic)3713
Referring domains (Majestic)59531

5 details filled in for both companies.

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