Seatext library / BotRefund evidence
What is the 'normal user vs bot browser' comparison in bot detection?
A normal browser runs standard APIs as designed, without needing to hide anything. A bot browser often reveals mismatches because it patches or spoofs APIs. BotRefund's Voice Brand...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
A normal browser runs standard APIs as designed, without needing to hide anything. A bot browser often reveals mismatches because it patches or spoofs APIs. BotRefund's Voice Brand...
Frequently asked questions
What is the 'normal user vs bot browser' comparison in bot detection?
A normal browser runs standard APIs as designed, without needing to hide anything. A bot browser often reveals mismatches because it patches or spoofs APIs. BotRefund's Voice Brand Check compares these behaviors to spot the difference. It's one of the 106 checks that feed into the cross-checked detection model.