Platform Tools

Detect Fake Engagement &
Vote Manipulation

REST API that analyzes voting patterns, user behavior, and temporal data to score manipulation likelihood — with real-time webhooks for instant platform integration.

Get API Access — $29/mo
ML Scoring
Manipulation likelihood 0–100
Real-time
Webhooks on detection events
REST API
Simple JSON integration
Pro Plan
$29
/month · cancel anytime
  • ✓50,000 API calls/month
  • ✓ML manipulation scoring
  • ✓Real-time webhook alerts
  • ✓Voting pattern analysis
  • ✓Fake review detection
  • ✓Email support
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FAQ

How does the manipulation detection work?
We analyze voting velocity, IP clustering, account age, behavioral fingerprints, and temporal patterns. Each event receives a 0–100 manipulation score via our ML model.
How do I integrate the API?
Send a POST request with your event data (user ID, content ID, action type, metadata). You'll receive a JSON response with the manipulation score and flagged signals within milliseconds.
What happens when manipulation is detected?
You can configure webhooks to receive instant notifications. Your platform can then auto-flag, quarantine, or remove the content based on your own thresholds.