Why Headless Browsers Get Detected: A Technical Breakdown

Modern bot detection is a multi-layer scoring system. The TLS handshake leaks your identity before any JavaScript runs. Canvas and WebGL fingerprints identify the render environment. Behavioral signals catch automation that moves too cleanly. Most scraping guides address only the JavaScript layer — the easiest to detect and the last thing a serious system relies on.