Beta Testing Program

Join the v9.3 beta, eligibility, features, and feedback channels

System Overview

Understanding the dual-system architecture: AI Detection + Playlist Intelligence

Quick Start Guide

Set up your account and run your first verification in 5 minutes

AI Music Detection

How the system detects AI-generated music from Suno, Udio, AIVA, and other platforms

Audio Feature Extraction

Understanding MFCC, spectral analysis, and AI detection indicators

Risk Assessment

Copyright, legal, ownership, and market risk scoring methodology

Fraud Detection System

Identifying bot activity, fake streams, and coordinated fraud networks

Playlist Analysis

Curator authenticity, engagement metrics, and fraud scoring

API Integration

Developer guide for programmatic access and webhook integration

Troubleshooting

Common issues, error messages, and resolution steps