Practical tools
Every tool here runs the same detection engine that protects live traffic, and every one is free — no account, no paywall, nothing gated. Built as a public good, to help people see what a fraud system sees and to make anonymous abuse easier to catch.
Fingerprint
Network & anonymity
Automation & integrity
Utilities
User-Agent · on our sister site useragent.in
Most single-purpose fingerprint sites gate their proxy, blocklist or bot verdict behind a paid account. Here the full verdict, the reasons behind it, and a server-side verification API for your own site are all free. If you run a business losing money to fake traffic, the live dashboard and the one-line tag cost nothing too.