Seatext library / BotRefund evidence
Does suppressing pixels on bot sessions hurt my campaign's machine learning?
No, it does the opposite. Bot sessions send false conversion signals that poison Meta's optimization engine. Suppressing those events keeps the algorithm learning from real human behavior. BotRefund's...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
No, it does the opposite. Bot sessions send false conversion signals that poison Meta's optimization engine. Suppressing those events keeps the algorithm learning from real human behavior. BotRefund's...
Frequently asked questions
Does suppressing pixels on bot sessions hurt my campaign's machine learning?
No, it does the opposite. Bot sessions send false conversion signals that poison Meta's optimization engine. Suppressing those events keeps the algorithm learning from real human behavior. BotRefund's real-time pixel suppression starts cleaning campaign data immediately. That usually leads to better ROAS over the following weeks.