Automated Video Ad Scraping and Analysis Workflow

This n8n workflow automates the process of scraping video ads from the Meta Ad Library, analyzing each video with the Gemini AI model, and storing the insights into Google Sheets. It begins with a manual trigger, where users can initiate the process for testing or regular execution. The workflow fetches ad data, filters for videos, downloads the videos, and prepares them for analysis. Videos are uploaded to Gemini for detailed AI-driven analysis, including parsing structured outputs and insights about each ad. The results are then stored in Google Sheets for easy review and further use. This automation is ideal for digital marketers, ad analysts, and social media managers who want to streamline their ad research, monitor competitor campaigns, or analyze viral video ads efficiently.