The Automated Analysis Process:

1. Data Collection - Connects to Facebook's Ad Library to scrape video ads based on specified page IDs
2. Content Processing - Filters videos by reach and prepares them for AI analysis
3. AI Analysis - Google's Gemini AI performs deep analysis of video content, extracting hooks, transcripts, formats, and narratives
4. Standardization - AI agent structures the analysis into consistent, comparable data fields
5. Storage & Reporting - All results are automatically saved to Google Sheets for easy access and further processing

Technical Requirements: Apify account (for scraping), Google Gemini API access, and Google Sheets integration.