In this workflow, Jono Catliff demonstrates an AI agent built on n8n that automates web scraping from Google Maps. The system leverages an HTTP request module to interact with a web scraping API (via Apify), parses dynamic JSON data using expressions, and aggregates results into Google Sheets. It features an AI agent using OpenAI's ChatGPT model for command interpretation and memory buffering. All components are tied together to scrape industry-specific search data, making it a robust, free, and importable template.

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