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Bot Detection

Automated fraud prevention

Content Rewards uses machine learning to detect fake views, bot accounts, and fraudulent submissions.

How Detection Works

Our system checks for:

  • View velocity - Sudden spikes in views that don't match organic patterns
  • Engagement ratios - Views vs likes/comments/shares
  • Account age - New accounts with suspicious activity
  • Geographic patterns - Views from unusual locations
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