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Description

Dregs offers fraud detection solutions specifically designed for SaaS applications. By utilizing a lightweight JavaScript tracking script, it fingerprints devices and records user interactions, scoring each identity based on four key dimensions: Humanity (detection of bots and automation), Authenticity (identification of fake profiles and temporary email addresses), Uniqueness (detection of duplicate accounts linked via shared devices, IP addresses, and sessions), and Behavior (comparison of user activity against expected behaviors). The scoring system is transparent, derived from individual observations by the analyzers that can be reviewed and adjusted, rather than relying on a vague risk score. Alerts can be configured to notify teams via a dashboard, email, Slack, or webhooks, and the implementation process is structured in four stages — Scoring, Alerts, Escalation, and Autonomy — ultimately allowing for automated responses such as rate limiting and account quarantining. Dregs effectively addresses issues such as free-trial exploitation, fraudulent promotions and referrals, duplicate account creation, stolen credit card testing, SMS pumping, credential stuffing, and data scraping. Additionally, the setup process is user-friendly, featuring a self-serve model that includes a free trial and clearly outlined pricing options, making it accessible for teams to integrate into their operations. This comprehensive approach ensures that businesses can protect themselves against various forms of fraud effectively.

Description

FraudScore is an anti-fraud solution that was developed by a team made up of data scientists, digital marketers, and experts in ad fraud. FraudScore has been trusted by industry leaders since 2016. It works with both desktop and mobile traffic, providing protection against all forms of ad fraud. FraudScore uses a "fraud score" system to determine whether a decision is made. Every install, conversion, traffic source, offer, and other information is assigned a fraud score. This gives an evaluation of the likelihood and severity of fraud and a detailed explanation of fraud patterns. This unique approach allows clients to build strong fraud cases, explain their position for each incident, and also allows for negotiation. FraudScore is a full-stack platform that detects ad fraud at every stage of the ad funnel, from prebid requests, impressions, clicks analysis to installs and conversions scoring.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

FlashClick No 
JavaScript Yes 

Integrations

FlashClick Yes 
JavaScript No 

Pricing Details

$17/month
Free Trial Yes 
Free Version No 

Pricing Details

$290 per month
Different rates for Clicks, Installs and Conversions.
Personal rates for mobile developers.
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Dregs LLC

Founded

2025

Country

United States

Website

dregs.com

Vendor Details

Company Name

FraudScore

Founded

2016

Country

Spain

Website

www.fraudscore.ai

Product Features

Fraud Detection

Access Security Management No 
Check Fraud Monitoring No 
Custom Fraud Parameters No 
For Banking No 
For Crypto No 
For Insurance Industry No 
For eCommerce No 
Internal Fraud Monitoring No 
Investigator Notes No 
Pattern Recognition No 
Transaction Approval No 

Product Features

Click Fraud

Account Alerts Yes 
Activity Monitoring Yes 
IP Address Monitoring Yes 
IP Blocking Yes 
Keyword Tracking Yes 
Refund Management No 
Risk Assessment No 
Time on Site Tracking No 

Fraud Detection

Access Security Management No 
Check Fraud Monitoring Yes 
Custom Fraud Parameters Yes 
For Banking Yes 
For Crypto Yes 
For Insurance Industry No 
For eCommerce Yes 
Internal Fraud Monitoring No 
Investigator Notes No 
Pattern Recognition No 
Transaction Approval No 

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