Bot Mitigation
Block automation, scrapers & farms.
Fingerprinting and behavioral signals catch automation tools, click farms, scrapers, and VPN / proxy traffic the moment they land.
//01
Device fingerprint
Canvas, WebGL and header entropy expose spoofed and headless browsers.
//02
Behavioral timing
Render-to-click and fill timings flag automation that humans can't match.
//03
Bot-ring detection
Fingerprint velocity catches distributed click farms across IPs.