Beyond CAPTCHAs and headless tells. Catch the agents that drive real browsers — and the agents that drive real users.
The bot-defense market was built against headless Chrome and Puppeteer in 2018. It still works against that traffic. It does not work against Anthropic Computer Use clicking through your signup form, or Operator filling your support ticket, or browser-use scraping your catalog with a real cookie jar.
Puppeteer, Selenium, Playwright, Puppeteer-extra-stealth — full coverage of inconsistency tells.
Multilogin, Kameleo, Dolphin, AdsPower, GoLogin — their fingerprint-spoofing creates a different kind of inconsistency, equally detectable.
Computer Use, Operator, browser-use, Skyvern, Manus, BrowserBase — detected by cadence, kinematics, and stack tells. More →
Talk to us about your fraud and integrity goals — we'll show you the signals that matter for your stack.