YouTube Competitive Analysis

Outlier detection and packaging pattern extraction for YouTube channels.

When to Use

• User asks for YouTube competitive analysis
• User wants to find viral video patterns
• User wants packaging/title inspiration from specific creators
• User wants to track competitor YouTube performance

Prerequisites

• YouTube Data API v3 key set as $YOUTUBE_API_KEY

Usage