Seatext library / BotRefund evidence
What happens during the first 48 to 72 hours of a campaign that makes it vulnerable to bot contamination
During the first 48 to 72 hours of a campaign ad platform neural networks assign heavy statistical weight to the initial 20 to 50 recorded interactions making early...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
During the first 48 to 72 hours of a campaign ad platform neural networks assign heavy statistical weight to the initial 20 to 50 recorded interactions making early...
Frequently asked questions
What happens during the first 48 to 72 hours of a campaign that makes it vulnerable to bot contamination
During the first 48 to 72 hours of a campaign ad platform neural networks assign heavy statistical weight to the initial 20 to 50 recorded interactions making early bot contamination disproportionately damaging. If Search Partner or Audience Network impressions deliver bot conversions first the algorithm enters a bot loop bidding on cheaper bot inventory. BotRefund prevents this by suppressing pixels on detected bot sessions from the moment of installation. Clean human conversion signals then train the algorithm exclusively on real paying customers.