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How to Detect Click Fraud in Social Media Traffic

How to Detect Click Fraud in Social Media Traffic

13.06.2025 2

Many believe social media traffic is safer. But bots and click farms are very active on Facebook, Instagram, and TikTok — especially in Stories, videos, and CPC campaigns.

Signs of fraud in social media traffic:

  • ad clicks without any content views;
  • no scrolling or interaction post-click;
  • unusual user-agent strings (in-app browsers);
  • high volume of similar taps from Stories;
  • traffic spikes at strange hours (e.g., 3am).

Why it’s dangerous:

  • increases cost per click;
  • lowers audience quality;
  • drops conversion rate;
  • misleads algorithms with fake behavior.

What to do:

  1. Use AntiClick to monitor social traffic behavior.
  2. Analyze engagement after the click — is there scrolling or action?
  3. Segment campaigns by traffic source.
  4. Block recurring non-converting user-agents and IPs.