Seatext library / BotRefund evidence
What behavioral signals do bot detection tools use to tell humans from bots?
The page mentions mouse acceleration curvature, touch pressure dynamics, hardware rendering pipelines, and headless browser stealth attributes. BotRefund uses these client-side signals to identify automated sessions before pixel...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
The page mentions mouse acceleration curvature, touch pressure dynamics, hardware rendering pipelines, and headless browser stealth attributes. BotRefund uses these client-side signals to identify automated sessions before pixel...
Frequently asked questions
What behavioral signals do bot detection tools use to tell humans from bots?
The page mentions mouse acceleration curvature, touch pressure dynamics, hardware rendering pipelines, and headless browser stealth attributes. BotRefund uses these client-side signals to identify automated sessions before pixel data is sent.