Dregs

Dregs

Dregs LLC
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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

FraudScore is an independent anti-fraud solution developed by a team of ad fraud experts, data scientists and digital marketers. FraudScore is trusted by the industry leaders since 2016 and it works with both mobile and desktop traffic, providing protection against ad fraud in all its forms. Instead of a black-and-white verdict — “fraud” or “not fraud” — FraudScore applies a so-called “fraud score” method. Each install or conversion, channel, traffic source, offer, etc… gets a specific fraud score — an evaluation that shows the probability and severity of ad fraud, with a deep and detailed explanation of fraud patterns found. This unique approach gives clients a reliable way to build strong fraud cases and explain their position for every incident, while also allowing room for negotiations. FraudScore provides full-stack platform for detecting ad fraud on every stage of ad funnel - from prebid requests, impressions and clicks analysis to installs, conversion and events scoring.

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

Affiliate Agencies, Direct Advertisers, Mobile Developers, Ad Networks, Marketing Agencies

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$17/month
Free Version Not Supported
Free Trial Supported

Pricing

$290 per month
Different rates for Clicks, Installs and Conversions.
Personal rates for mobile developers.
Free Version Not Supported
Free Trial 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:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 4.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • Super effective and easy to set up; Good communications with the team and support. They helped us set the integration, and managed to find a solution for our special requests; Free option to invite our partners to reports - nice bonus!

Cons

  • Had to make a special request for our integration. Done on time)

Training

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

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Supported

Company Information

Dregs LLC
Founded: 2025
United States
dregs.com

Company Information

FraudScore
Founded: 2016
Spain
www.fraudscore.ai

Alternatives

Alternatives

HUMAN Ad Fraud Defense

HUMAN Ad Fraud Defense

HUMAN Security
mFaaS

mFaaS

mTraction
ShieldLabs

ShieldLabs

ShieldLabs Inc
SILA

SILA

Gustafsson Cyber Group Ltd

Categories

Fraud Detection Supported

Categories

Ad Fraud Detection Supported
Click Fraud Supported
Fraud Detection Supported

Fraud Detection Features

Access Security Management Not Supported
Check Fraud Monitoring Supported
Custom Fraud Parameters Supported
For Banking Supported
For Crypto Supported
For eCommerce Supported
For Insurance Industry Not Supported
Internal Fraud Monitoring Not Supported
Investigator Notes Not Supported
Pattern Recognition Not Supported
Transaction Approval Not Supported

Click Fraud Features

Account Alerts Supported
Activity Monitoring Supported
IP Address Monitoring Supported
IP Blocking Supported
Keyword Tracking Supported
Refund Management Not Supported
Risk Assessment Not Supported
Time on Site Tracking Not Supported

Integrations

FlashClick Not Supported
JavaScript Supported

Integrations

FlashClick Supported
JavaScript Not Supported
Claim Dregs and update features and information
Claim Dregs and update features and information
Claim FraudScore and update features and information
Claim FraudScore and update features and information