The Automated Analysis Process:

1. Initial Trigger: Starts with a manual trigger (can be scheduled later)
2. Data Retrieval: Connects to Airtable to fetch creator accounts for analysis
3. Content Fetching: Uses HTTP Request nodes to download videos based on engagement metrics
4. AI Analysis: Gemini AI examines videos for patterns, formats, and engagement drivers
5. Structured Storage: Performance data and insights are organized in Airtable
6. Actionable Intelligence: Provides specific elements to replicate rather than requiring guesswork

This n8n workflow creates a seamless pipeline from content discovery to actionable insights, all with minimal human intervention.