Social Platform Tools

Detect Fake Upvotes & Engagement Manipulation

Analyze voting patterns, timing, and user behavior to expose artificial engagement on your platform — before it damages trust.

Get Access — $29/mo
Batch Upload
Submit voting datasets via API
Pattern Analysis
Timing, velocity & cluster detection
Probability Score
0–100 manipulation confidence
Pro Plan
$29
/month
  • Unlimited API calls
  • Batch voting data uploads
  • Detailed manipulation reports
  • Behavioral timing analysis
  • Account cluster detection
  • JSON + webhook delivery
Start Now

FAQ

How does the detection work?
You upload a batch of voting events (user ID, timestamp, content ID) via the API. The engine analyzes velocity spikes, account age clusters, IP subnet patterns, and timing regularity to compute a manipulation probability score.
What platforms is this designed for?
Any platform with user-generated voting or reactions — Reddit-style communities, product review sites, app stores, or internal feedback tools.
Is there a usage limit?
No. The $29/mo plan includes unlimited API calls and batch uploads with no rate caps.