Seatext library / BotRefund evidence
Why is one browser tell not enough to flag a bot?
Because many legitimate scenarios can create a single tell. For example, a corporate VPN or privacy extension may cause the same browser API mismatch that an automated browser...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
Because many legitimate scenarios can create a single tell. For example, a corporate VPN or privacy extension may cause the same browser API mismatch that an automated browser...
Frequently asked questions
Why is one browser tell not enough to flag a bot?
Because many legitimate scenarios can create a single tell. For example, a corporate VPN or privacy extension may cause the same browser API mismatch that an automated browser would. BotRefund explicitly states that a single anomaly is not a verdict. The tool only reaches a conclusion after cross-checking that anomaly against other independent browser, network, and behavior signals.