DregsDregs LLC
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ShieldLabsShieldLabs Inc
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Related Products
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About
Dregs is fraud detection for SaaS applications. A lightweight JavaScript tracking script fingerprints devices and streams user events; Dregs scores every identity across four dimensions: Humanity (bot and automation detection), Authenticity (fake profiles and disposable emails), Uniqueness (duplicate accounts linked through shared devices, IPs, and sessions), and Behavior (activity compared against expected patterns).
Scores are transparent — built from individual analyzer observations you can inspect and tune, not an opaque risk number. Rules raise alerts to the dashboard, email, Slack, or webhooks, and teams adopt in four stages — Scoring, Alerts, Escalation, Autonomy — ending in automated responses like rate limiting and account quarantine.
Dregs targets free-trial abuse, promo and referral fraud, duplicate accounts, stolen-card testing, SMS pumping, credential stuffing, and scraping. Setup is self-serve with a free trial and published pricing.
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About
ShieldLabs is fraud detection and prevention with traffic quality scoring. It stops multi-accounting, account sharing, account takeover, fake signups and ad fraud.
A single JavaScript snippet collects more than 100 device and network signals on every visit and cross-checks them, which exposes deep masking and delivers up to 99% detection accuracy. Returning visitors are recognised across cleared cookies, incognito mode and changed IP addresses, and linked users are detected across accounts, devices and IP addresses.
VPNs, proxies, Tor, Apple Private Relay, datacenter IPs, anti-detect browsers, browser automation, bots and AI agents each come back as a named signal, not one binary flag. Every visitor, user, device and IP gets a risk score. Ready-made patterns cover multi-accounting, account sharing, account takeover and impossible travel, and traffic quality is scored by source, channel and campaign.
Five minutes to integrate. Client and server SDKs, public API, signed webhooks
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
SaaS, Financial, Affiliate Programs, E-Commerce
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Audience
SaaS, fintech, e-commerce, iGaming, gaming, crypto and Web3, marketplaces, travel, media and streaming, ticketing. Used by developers, analysts, marketers, growth, product, risk and support teams, and founders.
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
$17/month
Free Version
Not Supported
Free Trial
Supported
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Pricing
$79/month
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationDregs LLC
Founded: 2025
United States
dregs.com
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Company InformationShieldLabs Inc
Founded: 2025
United States
shieldlabs.ai/
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Alternatives |
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Categories |
Categories |
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Fraud Detection Features
Access Security Management
Supported
Check Fraud Monitoring
Supported
Custom Fraud Parameters
Supported
For Banking
Not Supported
For Crypto
Supported
For eCommerce
Supported
For Insurance Industry
Not Supported
Internal Fraud Monitoring
Not Supported
Investigator Notes
Not Supported
Pattern Recognition
Supported
Transaction Approval
Not Supported
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Integrations
JavaScript
Not Supported
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