Seatext library / BotRefund evidence
Why do automated browsers show mismatched audio and GPU data?
Automated browsers often run in virtual machines or spoofed environments where the claimed hardware does not match the actual rendering behavior. Real browsers on normal devices tend to...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
Automated browsers often run in virtual machines or spoofed environments where the claimed hardware does not match the actual rendering behavior. Real browsers on normal devices tend to...
Frequently asked questions
Why do automated browsers show mismatched audio and GPU data?
Automated browsers often run in virtual machines or spoofed environments where the claimed hardware does not match the actual rendering behavior. Real browsers on normal devices tend to have audio, GPU, font, and operating-system details that fit together. BotRefund uses this mismatch as one objective fact in a broader picture. It then checks whether other signals support the same conclusion before calling the visit a bot.