fraud detection 1

Fraud detection with bot, AI agent and risky user detection for web apps. ShieldLabs combines deterministic rules and AI to detect bots, AI agents and risky users on every visit to a website or web app. It is fraud detection and prevention with traffic quality scoring: a JavaScript snippet collects 300+ device and network risk signals and cross-checks them, so VPNs, proxies, Tor, anti-detect browsers and browser automation show up as named signals. Every visitor, user, device and IP address gets 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 with a Medium or High confidence level. An AI copilot turns the collected data into summaries, investigations and ready-to-run actions, and traffic quality is scored by source, channel and campaign. 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.