Dregs

Dregs

Dregs LLC
Frogo

Frogo

Frogo.ai
+
+

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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

Frogo is a comprehensive all-in-one anti-fraud and risk management platform for any business. It combines advanced tools for detecting and preventing fraud: device fingerprint, scoring engine (static and dynamic triggers), AI module and graph-based forensic tools. Frogo helps companies: Reduce financial losses by accurately identifying fraudulent schemes and preventing anomalies. Streamline internal processes through automation, minimizing routine tasks for antifraud teams. Increase customer loyalty by providing a better experience for conscientious users. The platform addresses key challenges that businesses may face: detecting reward and financial fraud, multi-accounting, internal fraud, affiliate abuse, and other types of dishonest activity. Frogo combines the flexibility of customization and real-time automation to enable businesses to adapt to traffic changes and new phreaking schemes faster than ever before.

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

Enterprises in high-risk sectors such as iGaming, finance, payments, and e-commerce seeking AI-powered fraud detection to reduce losses and protect revenue

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

No images available

Pricing

$17/month
Free Version
Free Trial

Pricing

No information available.
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

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Reviews/Ratings

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

Pros & Cons from Real Users

Pros

  • - Persistent device memory; - Detection of delayed repeat abuse; - Enhanced long term monitoring;
  • Cross product risk visibility Centralized fraud signal comparison Improved resource allocation decisions
  • Data driven enforcement framework. Strong audit documentation. Consistent decision support.
  • - Adjustable signal weighting; - Seamless real time updates; - Stable performance during changes;
  • - Context aware scoring logic. - Strong velocity monitoring. - Balanced enforcement support.

Cons

  • No system faults were identified during daily operations.
  • During practical work with the system, no operational errors were detected.
  • Throughout system use, no operational errors were identified.
  • During system operation, no errors were observed.
  • No technical problems were identified while using the system.

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

Frogo.ai
Founded: 2025
Cyprus
frogo.ai/

Alternatives

Alternatives

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fcase

fraud.com

Categories

Categories

Integrations

JavaScript

Integrations

JavaScript
Claim Dregs and update features and information
Claim Dregs and update features and information
Claim Frogo and update features and information
Claim Frogo and update features and information