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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

SaaS, Financial, Affiliate Programs, E-Commerce

Audience

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

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$17/month
Free Version
Free Trial

Pricing

$290 per month
Different rates for Clicks, Installs and Conversions.
Personal rates for mobile developers.
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Dregs LLC
Founded: 2025
United States
dregs.com

Company Information

FraudScore
Founded: 2016
Spain
www.fraudscore.ai

Alternatives

Alternatives

minFraud

minFraud

MaxMind
Frogo

Frogo

Frogo.ai
Frogo

Frogo

Frogo.ai

Categories

Categories

Fraud Detection Features

Access Security Management
Check Fraud Monitoring
Custom Fraud Parameters
For Banking
For Crypto
For eCommerce
For Insurance Industry
Internal Fraud Monitoring
Investigator Notes
Pattern Recognition
Transaction Approval

Click Fraud Features

Account Alerts
Activity Monitoring
IP Address Monitoring
IP Blocking
Keyword Tracking
Refund Management
Risk Assessment
Time on Site Tracking

Integrations

FlashClick
JavaScript

Integrations

FlashClick
JavaScript
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