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About ShieldLabs

Clara AI Deep Dive with Clara AI

ShieldLabs is a fraud detection and prevention platform built on visitor identification and anonymity signal detection. Detection covers the full spectrum of anonymity: VPNs, proxies, Tor, Apple Private Relay, datacenter IP ranges, anti-detect browsers, browser automation and bot traffic, drawn from more than 100 signals collected on each visit and interpreted by a combination of deterministic rules and AI. Identification persists over time. A returning visitor is recognised with up to 99% accuracy despite cleared cookies, incognito mode, IP rotation and months between visits. Alongside the score for an individual visit, the dashboard gives an overall traffic risk score for the whole property, with the split across clean, low, medium and high risk bands and how it moves over time. It also pre-computes patterns across accounts, devices and identities, pointing to multi-accounting, account sharing, account takeover and account farms operating behind one connection. Traffic quality analytics break traffic down by risk band and by source, including channels, referrers and campaigns, showing which acquisition channels bring anonymised and high-risk visitors. Stops multi-accounting, free-trial abuse, bonus and promo abuse, referral fraud, loyalty fraud, new-account fraud, account takeover, account sharing, ban evasion, paywall bypass, payment fraud, ad fraud, location spoofing and Sybil attacks. The same recognition works the other way round as well, letting you identify a returning customer without making them prove who they are again. Setup is one JavaScript snippet, about five minutes to the first signal, with ready-made guides for React, Next.js, Vue, Angular, Svelte and Preact, as well as WordPress, Shopify and Tilda. Server-side SDKs are available for Node.js, Python, Go and PHP, with an OpenAPI specification for everything else. Pricing is published and flat: 5,000 free identifications with no card and no expiry, then $99, $399 and $999 per month.

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Screenshots & Videos

Shieldlabs dashboard traffic risk score overview

Pricing

Platforms Supported

  • Browser Based (Cloud)

Organization Types Supported

  • Medium Business
  • Small Business
  • Freelancers
  • Individuals

API Support

  • Available

Modes of Support

  • 24/7 (Live rep), Online

ShieldLabs Features

Fraud Protection Features

Risk Scoring & Analysis

Fraud Detection & Prevention

Integration with Payment & Enterprise Systems

Compliance & Reporting

Alerts & Case Management

Machine Learning & Behavioral Analysis

Identity Verification

Real-time Transaction Monitoring

Visitor Identification Features

Visitor Insight

Insight into on-site visitor behavior to get a full understanding of what interests them.

Website Visitor Tracking

This feature allows you to analyze and understand the behavior of your website visitors.

Intent Data Tracking

Signals of buying intent from online behavior

Firmographic Enrichment

Access firmographic data, including industry, company size, location, and revenue.

GDPR Compliance

Makes the website compliant to General Data Protection Regulation 2016/679 that offers privacy to all users in the European Union

App Integration

Facilitates search in applications

Segmentation

Groups and segregates audiences based on defined criteria

Lead Scoring

Lets you manage your prospective leads by scoring them on the basis of their response.

Analytics Platforms Features

Alerts & Notifications

Real-Time Analytics

Advanced Analytics

Dashboard & Reporting

Data Integration & Ingestion

Data Visualization

AI-Powered Insights

Leverages machine learning to uncover hidden connections, anomalies, trends, and growth opportunities

Mobile & Embedded Analytics

Integration with BI & Data Tools

Scalability & Performance

Query & Search Capabilities

Collaboration & Sharing

Data Governance & Security

Self-Service Analytics

Data Processing & Transformation

Visitor Management Features

ID Verification

Scan government-issued IDs or capture photos for security purposes.

Visitor Reporting

Visitor frequency, busiest times, compliance audits

Workforce Management

Provides robust data on your full-time, part-time, and contingent workforce

Guest Wi-Fi

Automated guest network access

Cross Device Access

Access seamlessly across desktop, mobile, tablet, kiosks, and apps.

Pre-registration

Allow to register in advance

Visitor Log

Maintain a searchable digital record of all visitors

Host Notification

Automatic email/SMS when a guest arrives

Visitor Check-In

Digital registration and tracking of visitors via kiosk, tablet, or reception

Custom Branding

Allows creating a unique identity for a business, product, or service. It includes designing elements like logos, colors, fonts, and messaging that reflect the brand's personality and values.

Facial Recognition

Helps to find faces with similar facial features from a large collection of an image database

Multi-site Management

Provides an option to electronically manage multiple stores, sites, and/or locations using just a single platform

Calendar Sync

Automatically syncs the scheduled meetings to third-party cloud calendars.

Badge Management

Facilitates assigning and managing badges to employees, students, visitors and guests

Access Control

Defines application access to various users. Includes role-based system that controls options to be displayed to different users based on their role

Click Fraud Features

Behavior Tracking

A tracking tool that facilitates fostering positive customer reaction

Click-through Tracking

Keeps a track of links in the email opened by the customer
ShieldLabs Pricing

Free Trial

Not available

No Credit Card Required, Get Started for Free

Pricing Options

Freemium ( Limited Features )

Premium Plans ( Subscription )

MONTHLY YEARLY

Screenshots of Vendor Pricing Page

Pricing screenshot

Learn more about ShieldLabs Pricing

ShieldLabs Alternatives

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ShieldLabs Screenshots

ShieldLabs FAQs

What does ShieldLabs do?

It identifies visitors and detects anonymity signals on every visit, then returns a risk score with the signals that produced it. Results arrive through an API and signed webhooks, and your own code decides what to do with them.

Who is ShieldLabs for?

Two groups, and they come in through different doors.

Developers and technical founders, most often the CTO at a team of five to fifty. The product is API-first, so whoever evaluates it is usually whoever integrates it, and the decision logic stays in their own codebase.

Growth, marketing and analytics people, who may never open the API. Once the snippet is in, the dashboard is theirs: which traffic sources bring anonymised and high-risk visitors, what share of sessions is clean, how it moves week to week.

By sector it clusters where a free tier, a promotion or a signup carries real cost: SaaS and AI products, ecommerce, marketplaces, fintech, gaming, iGaming, crypto, media streaming, ticketing and travel.

How accurate is it?

Up to 99%. Device and network signals are collected together and cross-checked, which is what exposes deep masking. The free tier lets you measure signal quality on your own traffic first.

Does it work if the visitor clears cookies or uses incognito?

Yes. Identification persists across sessions, through cleared cookies, incognito mode and rotated IPs, and holds across months between visits.

What about VPN users who are not doing anything wrong?

That is why there is a score rather than a verdict. A VPN alone is a weak signal that adds few points. It matters when it stacks with others: anti-detect browser, OS mismatch, timezone mismatch, datacenter IP. You set the threshold.

Does it detect bots?

Yes. Bot traffic and browser automation are part of the detection set, returned as named signals alongside the rest.

What is a Pattern?

Patterns are links between accounts, devices and sessions, pre-computed in the dashboard. They point to multi-accounting, account sharing, account takeover and account farms operating behind one connection, and give you a starting point for investigation.

How long does setup take?

One JavaScript snippet and about five minutes to the first signal.

Do I need a developer to install it?

On WordPress, Shopify and Tilda the snippet goes where the platform already keeps custom code, so anyone with admin access can do it.

Which frameworks and platforms are supported?

Install guides cover React, Next.js, Vue, Angular, Svelte, Preact and plain JavaScript, plus WordPress, Shopify and Tilda. Server SDKs cover six languages, with an OpenAPI specification alongside them.

How do I get the results into my system?

Through a public API and signed webhooks, available on every plan including the free tier.

What types of fraud and abuse can I prevent with it?

Anything where the same person or device is behind activity that is supposed to come from different people.

Account and signup abuse: multi-accounting, free-trial abuse, bonus and promo abuse, referral fraud, loyalty fraud, and fraudulent signups at registration.

Access and identity: account takeover, account sharing across one subscription, ban evasion under new identities, and paywall bypass.

Money and traffic: payment fraud, ad fraud where paid traffic does not match what you paid for, and traffic quality assessment by channel, referrer and campaign.

Geography and coordination: location spoofing to reach restricted content or pricing, and Sybil attacks where many fake identities are used to sway a system, common in crypto and Web3.

The same recognition also works the other way round, for identifying a returning customer instead of asking them to prove who they are again.

What data does ShieldLabs collect?

Technical signals and IP. Retention is up to 12 months, and everything collected is available to you through the API.

How much does it cost?

The free tier is 5,000 identifications with no credit card. Paid plans are $99 per month for 25,000 identifications, $399 for 150,000 and $999 for 500,000. Every plan includes the full detection stack.

Is the free tier a trial?

It is a one-time allowance of 5,000 identifications that stays available until you use it. It exists so you can evaluate signal quality on real traffic.

Does the price per identification go down as I grow?

Yes. Allowances grow faster than price, so the effective rate falls from $0.00396 per identification on Starter to $0.00200 on Scale.

Is there an annual discount?

Yearly billing saves 20 percent: $950, $3,830 and $9,590 per year for Starter, Growth and Scale.

How does ShieldLabs compare with other fraud prevention tools?

The category splits three ways. Device identification vendors such as Fingerprint, Castle, Verisoul and Rupt cover the same job; ShieldLabs adds pre-computed Patterns, a score you can take apart into named signals, and published flat pricing. IP and lookup tools such as IPQualityScore cover the network layer; ShieldLabs adds the device layer on top. Enterprise fraud platforms such as SEON, Sift, Forter and Sardine sell broader suites through a sales process; ShieldLabs is self-serve from the first tier to the last.

Can I use it for something other than fraud?

Yes. Recognising a good returning visitor is the same capability pointed the other way: personalising an experience, or letting a known customer through without asking them to prove who they are again.

What does the AI Traffic & Fraud Copilot do?

It turns your traffic data into clear summaries, investigations, answers and ready-to-run actions against fraud, tailored to your business type.

What is ShieldLabs used for?

ShieldLabs is Fraud Protection Software. ShieldLabs offers the following functionalities:

  • Risk Scoring & Analysis
  • Fraud Detection & Prevention

Learn more about ShieldLabs features.

Does ShieldLabs provide API?

Yes, ShieldLabs provides API.

ShieldLabs Contact

Vendor Details

Founded : 2026

Contact Details

Not available

https://shieldlabs.ai/

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This research is curated from diverse authoritative sources; feel free to share your feedback at [email protected]

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