Fraud detection and prevention software that helps digital products identify risky traffic and abusive account activity. ShieldLabs combines device, browser, operating-system, IP, and network signals to assess visits and surface ready-made detections, with results available in the dashboard, API, and webhooks.

What does ShieldLabs detect?

ShieldLabs detects VPNs, proxies, Tor, Apple Private Relay, anti-detect browsers, bots controlled by browser automation, AI agents, and risk signals such as operating-system and timezone mismatches. It also detects multi-accounting, account sharing, account takeover, and impossible travel as ready-made High-Risk Events.

How does ShieldLabs assess traffic risk?

Traffic risk assessment combines more than 300 signals from the device, browser, operating system, IP address, and network. Each detected risk signal is returned by name, and a Risk Score summarizes the visit on a 0–100 scale. ShieldLabs reports 99.9% identification accuracy and 99.9% risk signal detection accuracy.

Can I try ShieldLabs for free?

ShieldLabs offers 5,000 free identifications with no credit card required. The free tier lets you integrate the product and review detection results before choosing a paid plan by creating an account at Start Free.

How does ShieldLabs pricing work?

ShieldLabs pricing is self-serve and based on identification volume. The Free tier includes 5,000 identifications; paid plans start at $99 per month for 25,000 identifications, with Growth at $399 for 150,000 and Scale at $999 for 500,000. Annual billing saves 20% on all paid tiers.

Cybersecurity

ShieldLabs

Fraud detection and prevention for web apps that detects account abuse and bots under any masking

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ShieldLabs uses device and network intelligence to identify risky users, detect account abuse like multi-accounting and takeovers, score traffic risk, and

Overview

A look at shieldlabs.ai

ShieldLabs is a fraud detection and prevention platform designed for web applications and digital products. It combines over 300 signals from device, browser, operating system, IP, and network data to identify risky traffic and abusive account activity in real time.

The platform delivers 99.9% identification accuracy and 99.9% risk signal detection accuracy. It detects VPNs, proxies, Tor, anti-detect browsers, bots controlled by browser automation, and AI agents. Built-in High-Risk Event detection identifies multi-accounting, account sharing, account takeover, and impossible travel without requiring custom fraud model training.

Results are available through an analytics dashboard, API, and webhooks. ShieldLabs scores every visit from 0 to 100 and provides traffic quality scoring by source, channel, referrer, and campaign. The platform emphasizes explainable results: each risk score shows which signals fired and their weights, with no black-box verdicts.

Feature notes

Device fingerprinting to recognize devices and detect headless browsers and tampering
Multi-accounting detection starting at three accounts per visitor
Risk scoring from 0 to 100 with signal breakdown
Bot and AI traffic detection with browser automation signals
IP geolocation and real IP address revelation behind masking
Traffic quality scoring by source, channel, referrer, and UTM campaign
Dashboard, API, and webhooks for results delivery
Five-minute integration with JavaScript snippet or supported SDKs

Pricing

Pricing model: Freemium

Free tier with 5,000 identifications. Paid plans: Starter $99/month for 25,000 identifications (monthly billing) or $79/month billed yearly; Growth $399/month for 150,000 identifications (monthly) or $319/month billed yearly; Scale $999/month for 500,000 identifications (monthly) or $799/month bille

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ShieldLabs at a glance

Community votes: 0
Followers: 0
Founded: 2025
HQ: United States
Stage: Startup

ShieldLabs metrics

Inspection sheet for shieldlabs.ai: Ahrefs Domain Rating and Majestic link metrics, with the delta since the last inspection.
Metric	Value
Domain Rating	39 −1 (down) since last check
Trust Flow	15 no change since last check
Citation Flow	37 no change since last check
Referring domains	240 no change since last check
External backlinks	28,116 no change since last check

Domain Rating by Ahrefs inspected 7 Nov 2026, adjusted 30 Oct 2026. Primary topic: Computers/Internet/On the Web (14). Majestic inspected 25 Oct 2026, adjusted 25 Oct 2026. Link data: Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

ShieldLabs domain diagnostics

Run through the diagnostics

Public RDAP record, last read 2 Nov 2026, 19:22 UTC.
Domain age	1 year
Registered	8 Sep 2025
Expires	8 Sep 2027
Registrar	Cloudflare, Inc
DNSSEC	Not signed

Run the full check on shieldlabs.ai

ShieldLabs post-launch diagnostics

Measured after ShieldLabs went live on Launching Pro on 25 October 2026.

Domain Rating (Ahrefs): 39 −2 (down) since launch; 41 at launch (25 Oct 2026), 39 on 7 Nov 2026
Trust Flow (Majestic): 15; First measured 25 Oct 2026
Referring domains (Majestic): 240; First measured 25 Oct 2026

Day 12 since launch. Next receipt: day 30, 24 Nov 2026. The figures report a change; they do not say what caused it, and many things can. No figure here is a guess.

Biggest gains on Launching Pro

Launch tips, free to read

The playbook on Launching Pro lists what to prepare, what to post on launch day and where else to list your product.

Before the day
Launch day
That week
Beyond launch

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FAQ

What is ShieldLabs?: Fraud detection and prevention software that helps digital products identify risky traffic and abusive account activity. ShieldLabs combines device, browser, operating-system, IP, and network signals to assess visits and surface ready-made detections, with results available in the dashboard, API, and webhooks.
What does ShieldLabs detect?: ShieldLabs detects VPNs, proxies, Tor, Apple Private Relay, anti-detect browsers, bots controlled by browser automation, AI agents, and risk signals such as operating-system and timezone mismatches. It also detects multi-accounting, account sharing, account takeover, and impossible travel as ready-made High-Risk Events.
How does ShieldLabs assess traffic risk?: Traffic risk assessment combines more than 300 signals from the device, browser, operating system, IP address, and network. Each detected risk signal is returned by name, and a Risk Score summarizes the visit on a 0–100 scale. ShieldLabs reports 99.9% identification accuracy and 99.9% risk signal detection accuracy.
Can I try ShieldLabs for free?: ShieldLabs offers 5,000 free identifications with no credit card required. The free tier lets you integrate the product and review detection results before choosing a paid plan by creating an account at Start Free.
How does ShieldLabs pricing work?: ShieldLabs pricing is self-serve and based on identification volume. The Free tier includes 5,000 identifications; paid plans start at $99 per month for 25,000 identifications, with Growth at $399 for 150,000 and Scale at $999 for 500,000. Annual billing saves 20% on all paid tiers.

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