Seatext library / BotRefund evidence

What is hardware and GPU fingerprinting in bot detection

Hardware and GPU fingerprinting involves checking that the reported graphics, fonts, and operating-system details naturally fit together for that device. Automated browsers often show mismatches because they use...

Built for advertisers who need clear, refund-ready traffic evidence.

Hardware and GPU fingerprinting involves checking that the reported graphics, fonts, and operating-system details naturally fit together for that device. Automated browsers often show mismatches because they use...

Frequently asked questions

What is hardware and GPU fingerprinting in bot detection

Hardware and GPU fingerprinting involves checking that the reported graphics, fonts, and operating-system details naturally fit together for that device. Automated browsers often show mismatches because they use virtual or spoofed hardware. BotRefund includes this as part of its set of independent checks to detect bots. It cross-checks these details with audio and other signals.

Learn more