ShieldLabs

ShieldLabs blends deterministic rules with AI to detect bots, AI agents and risky users on every single visit to your website or web app. It delivers fraud detection and prevention with built-in traffic quality scoring, so you always know who is really behind each request.

A lightweight JavaScript snippet collects more than 300 device and network risk signals and cross-checks them, meaning VPNs, proxies, Tor, anti-detect browsers and browser automation all surface as clearly named signals instead of hiding in your traffic.

Every visitor, user, device and IP address receives a 0-100 risk score with 99.9% identification accuracy. Multi-accounting, account sharing, account takeover and impossible travel are detected directly out of the box, each flagged with a Medium or High confidence level.

An AI copilot turns all the collected data into summaries, investigations and ready-to-run actions, so you can respond without digging through raw logs. Traffic quality is also scored by source, channel and campaign, making it easy to see which acquisition efforts bring real users.

ShieldLabs brings enterprise-level functionality without enterprise pricing to SaaS, AI products, fintech, e-commerce, iGaming, crypto, marketplaces and media. Setup takes about five minutes, results arrive through the API and webhooks, and the free plan includes 5,000 identifications.