# ShieldLabs ShieldLabs is an anonymous visitor identification and traffic quality platform. ShieldLabs identifies anonymous visitors in real time, detects abuse patterns, and provides an explainable risk score for every visit. Core topics: - anonymous visitor identification - persistent visitor ID - browser fingerprinting - device fingerprinting - identity graph - traffic quality analysis - VPN detection - proxy detection - TOR detection - Privacy Relay detection - anti-detect browser detection - IP reputation detection - location spoofing detection - environment spoofing detection - data center and hosting infrastructure detection - multi-accounting detection - account sharing detection - account takeover detection - traffic risk scoring - abuse pattern detection - coupon fraud detection - referral fraud detection - free trial abuse detection - ban evasion detection Main pages: - https://shieldlabs.ai/ - https://shieldlabs.ai/blog - https://shieldlabs.ai/demo - https://docs.shieldlabs.ai/