ShieldLabs

What is ShieldLabs?

ShieldLabs helps teams spot anonymous visitors, risky traffic, and abuse before it hurts revenue. It identifies people behind VPNs, proxies, anti-detect browsers, and other masking tools, then gives each visit a clear risk score. That makes it easier to catch multi-accounting, bonus abuse, fake signups, account takeover, ad fraud, and free-trial abuse. It also helps you recognize returning users, so trusted visitors get a smoother experience. The product is built for developers, with a simple JavaScript snippet, API, webhooks, and fast setup. You can use it to measure traffic quality, protect ad spend, improve metrics, and keep accounts honest across many industries.

Key features

• Identification: recognises a returning visitor through cleared cookies, incognito and IP rotation.
• Anonymity detection: VPN, proxy, Tor, Privacy Relay, datacenter IP, anti-detect browsers and browser automation, each as a named signal.
• Risk score: every visit scored 0 to 100 with the named signals that produced it.
• Patterns: correlation across accounts and devices, pointing to multi-accounting, account sharing and account takeover.
• Traffic analytics: risk bands and traffic quality by channel, referrer and UTM.
• Offers quick setup with JavaScript, API, and webhooks.