Dregs

Dregs

Dregs LLC
ShieldLabs

ShieldLabs

ShieldLabs Inc
+
+

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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.

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

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

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

Audience

SaaS, Financial, Affiliate Programs, E-Commerce

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.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$17/month
Free Version Not Supported
Free Trial Supported

Pricing

$79/month
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Dregs LLC
Founded: 2025
United States
dregs.com

Company Information

ShieldLabs Inc
Founded: 2025
United States
shieldlabs.ai/

Alternatives

Alternatives

ShieldLabs

ShieldLabs

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Frogo

Frogo

Frogo.ai
Frogo

Frogo

Frogo.ai

Categories

Fraud Detection Supported

Categories

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

Integrations

JavaScript Supported

Integrations

JavaScript Not Supported
Claim Dregs and update features and information
Claim Dregs and update features and information
Claim ShieldLabs and update features and information
Claim ShieldLabs and update features and information