Device Intelligence Solution
Device intelligence.
Uncover hidden risk.
Fresh sessions and spoofed browser profiles can hide repeat abuse. ShieldLabs recognizes devices and detects masking and automation, helping you protect accounts while trusted users keep moving.
Start FreeDevice ID
5eb7-fd5cRecognize the device
Connect browser visits with a fingerprint-based Device ID.
Reveal browser masking
Uncover anti-detect browsers and inconsistent device details.
Detect automated bot activity
Expose scripted browsers behind signups, sign-ins and other activity.
Understand account activity
Get ready-made account abuse detections with linked users and devices.
Device fingerprinting
A fingerprint behind
every browser visit.
ShieldLabs returns a Device ID with each identification. Recognize returning visitors across sessions, cleared cookies and IP changes, with ready-made risk detections attached to the result.
5eb7-fd5ce812-b603203.0.113.42e812-b603198.51.100.2392a1-c847198.51.100.2399.9% identification accuracy
Keep device recognition dependable around return visits and customer access.
Device, visitor and session context
Read separate identifiers for the device, visitor, cookie and session. Understand how visits relate without collapsing them into one field.
Desktop and mobile web
Collect browser evidence through one snippet or a client SDK across modern desktop, tablet and mobile browsers.
Environment integrity
Detect disguised environments.
Protect legitimate access.
Disguised device details can make repeated activity look new. ShieldLabs detects anti-detect and anti-fingerprinting browsers to help protect trials, subscriptions and customer accounts.
Browser environment
- Browser
- Chrome
- Operating system
- Windows
- Device type
- Desktop
- Risk signal
- Device spoofing
Environment integrity
Risk signals
Anti-detect browser detection
Detect characteristic inconsistencies in masked browser environments, even when the displayed profile looks ordinary.
Device spoofing and mismatches
Get ready-made device spoofing and operating system mismatch detections.
Browser and network consistency
Receive named IP and timezone mismatch detections with the identification result.
Bot detection
Detect bots.
Expose automated browsers.
Mass registrations, repeated sign-in attempts and scripted requests can resemble ordinary traffic. ShieldLabs detects browser bot activity through browser automation signals and returns a ready-made risk assessment.
Identification result
01a10f62-8c37Device ID5eb7-fd5c-2a1bBrowserHeadless ChromiumDevice typeDesktopRisk score from 0 to 100
Receive a ready-made risk score and named detections for signup and sign-in protection.
Detect headless browser usage
Detect automated scripts running in headless browsers, including those controlled with Puppeteer, Playwright or Selenium.
Source attribution for automation
Retain the channel, referrer and campaign context around automated visits to see which acquisition sources bring them.
Account abuse detection
Put devices into
account context.
ShieldLabs detects links between users, devices, sessions and locations. Ready-made high-risk events use these relationships and risk signals to uncover multi-accounting, account sharing, impossible travel and account takeover.
5eb7-fd5cReady-made high-risk events
Multi-accountingAccount sharingImpossible travelAccount takeoverAnalytics dashboard
Investigate devices.
Understand their activity.
Find devices, linked users and completed browser automation, masking and spoofing detections in the dashboard. Traffic quality results identify the sources and campaigns bringing risky visits.
How it works
Start protecting your product.
Connect once and start receiving ready-made fraud and abuse detections.
- 01
Add the snippet or SDK
Connect your product and start identifying visitors and users.
- 02
Receive ready-made detections
Get detected fraud and account abuse in the dashboard or through API integrations.
- 03
Prevent fraud and abuse
Protect customer accounts, paid access and signup incentives in your product.
Developers
Integrate in
5 minutes.
A single API to identify, detect and score. Receive risk data through API responses and webhooks. Integrate selected data points into your business logic to prevent fraud and abuse.
Device Intelligence Solution
Make device risk visible.
Stop abuse of your product.
Start Free FAQ
Understand the device
behind the activity.
What is device intelligence?
Device intelligence describes the device and browser environment behind a visit, including identifiers, system information and detected environment risks.
How does ShieldLabs device intelligence help prevent fraud?
ShieldLabs returns device context and detects automation, anti-detect browsers and spoofing. Account abuse detections and risk assessments help protect signups, account access and paid benefits.
How accurate are ShieldLabs identification and risk signals?
ShieldLabs provides 99.9% identification accuracy and 99.9% risk signal detection accuracy.
How is Device ID different from Visitor ID?
Device ID identifies the device; Visitor ID identifies the visitor. Both are included in the identification result alongside cookie and session identifiers.
Does changing an IP address create a new Device ID?
No. ShieldLabs recognizes returning devices through IP changes and provides separate IP and network intelligence with the identification result.
Which device risk signals does ShieldLabs detect?
Signals include anti-detect browsers, device spoofing, browser automation and operating system mismatches. They appear alongside the risk score and the browser, operating system and device type in the identification result.
How does device intelligence help detect account abuse?
Device and visitor context connects account activity across visits. Ready-made high-risk events detect multi-accounting, account sharing, impossible travel and account takeover. Event confidence is separate from the visit’s risk score.
Does it work in mobile browsers?
Yes. The browser snippet and web client SDKs work in modern desktop and mobile browsers. This page describes browser-based device intelligence.
How do I receive device intelligence?
Add the browser snippet or client SDK. Receive Device ID, browser, operating system, device type, risk signals and risk score through API responses and webhooks, and investigate the activity in the dashboard.
How does device intelligence help protect web payments?
ShieldLabs detects browser automation, anti-detect browsers and device spoofing around checkout. Identification risk assessments and account takeover detection help protect purchase flows and customer access.