
Changed your proxy and configured unique fingerprints per profile, yet still hit checkpoints or access restrictions? This proves that managing browser environments goes beyond tweaking a few parameters. Behind every visit, websites analyze numerous signals to tell humans from bots. How does headless browser detection actually work, and how do sites flag automated instances run by Puppeteer, Playwright, or Selenium? This article breaks down these mechanisms clearly.


















