ShieldLabs

Visitor identification

ShieldLabs builds a persistent identifier from device, network, and browser signals, so the same visitor stays recognized across cleared cookies, rotated IPs, and incognito sessions.

Explainable risk scoring

Every visit returns a risk score from 0 to 100 with the anonymity signals that produced it, so the result is never a black box and your code owns the decision.

Anonymity signal detection

Over 100 data points surface VPN, proxy, Tor, privacy relay, anti-detect browser, OS tampering, incognito, and geolocation spoofing on each visit.

Ready-made abuse patterns

Pre-built patterns correlate accounts, devices, and signals across traffic history to flag multi-accounting, account sharing, account takeover, account farms, and ban evasion.

Traffic quality analytics

A Traffic Risk score breaks down anonymous traffic by channel, referrer, and UTM, so ad budget and metrics reflect real users rather than noise.

• SaaS and subscription platforms: detect free-trial cycling and paid-period abuse before revenue leaks.
• iGaming and casinos: stop bonus abuse, multi-accounting, and bonus farming across the full traffic history.
• E-commerce and marketplaces: filter payment fraud, promo abuse, and referral fraud at signup and checkout.
• Fintech and crypto exchanges: block account takeover and risky logins before funds leave the platform.
• Media and streaming services: prevent paywall bypass and account sharing between anonymous visitors.
• AI and large-scale apps: keep ad budgets on real users by filtering fake clicks and invalid traffic.

What is ShieldLabs?

ShieldLabs is a visitor identification and anonymous-traffic detection platform. It identifies visitors, detects anonymity at any level, and returns an explainable risk score with the signals behind it, plus ready-made patterns that point to abuse and fraud such as multi-accounting, account sharing, and account takeover.

How does ShieldLabs work?

You add one JavaScript snippet to your site. On every visit, the snippet collects over 100 device, network, and browser signals, identifies the visitor, and delivers an explainable risk score from 0 to 100 through an API and webhooks. Your own code decides what to do with each score, whether to allow, review, or block.

What can ShieldLabs detect?

ShieldLabs detects VPNs, proxies, Tor, privacy relays, and anti-detect browsers, and recognizes returning visitors even after cleared cookies and rotated IPs. It also surfaces patterns that point to multi-accounting, account sharing, account takeover, and ban evasion, with a severity rating on each match.

Does ShieldLabs block fraud automatically?

No. ShieldLabs is the detection layer only. It surfaces the anonymity signals and the risk score, and your code owns the decision to allow, review, or block. The platform never blocks anyone automatically, so teams keep full control of their rules.

How accurate is ShieldLabs?

ShieldLabs identifies visitors with up to 99 percent accuracy by correlating signals across device and network layers, instead of relying on a single cookie or IP address that breaks within weeks. Each score is delivered with the details that produced it.

Is there a free tier?

Yes. ShieldLabs starts at zero with a one-time 5,000 free identifications, so you can identify anonymous visitors and score traffic without paying. From there, transparent pricing scales with your needs, starting at 99 per month for 25,000 identifications, and every tier includes the API and webhooks.

How does pricing and billing work?

You subscribe to a plan sized by your traffic. Bigger plans carry a lower effective rate per identification: 0.00396 on Starter, 0.00266 on Growth, and 0.00199 on Scale. Billing yearly saves 20 percent on every paid tier, and overage can be turned off in dashboard settings if you want a hard stop.

• Add the JavaScript snippet: Drop a single snippet on your site, and it starts collecting device, network, and browser signals within about five minutes on any stack.
• Identify anonymous visitors: The snippet builds a persistent visitor ID from over 100 signals, so the same visitor stays recognized across cleared cookies and rotated IPs.
• Read the risk score: Every response returns a visitor ID, an explainable risk score from 0 to 100, and the anonymity signals behind it over the API and webhooks.
• Set your own rules: Use the returned signals and detection flags in your code to decide whether to allow, review, or block each visitor on signup, login, or checkout.
• Monitor traffic quality: Review the analytics dashboard to see how much of your traffic is anonymous, broken down by channel, referrer, and UTM, with a Traffic Risk score.
• Scale the plan: Start with the free 5,000 identifications, then match a monthly plan to your volume, 25K, 150K, 500K, or 1M plus, with yearly billing saving up to 20 percent.