April 18, 2026·12 min read
How Anti-Bot Systems Actually Work
A technical breakdown of how Cloudflare, DataDome, PerimeterX, and Akamai detect scrapers — IP reputation, TLS fingerprinting, behavioral analysis, and what actually works against each layer.