Yelp Business Scraper: AI Validation, Bright Data & Google Sheets

This n8n workflow streamlines local business data collection from Yelp by accepting user inputs for country, location, and category through a simple form. Gemini AI then validates and refines these inputs for optimal Yelp compatibility, ensuring accurate scraping parameters. Bright Data's powerful API handles the actual data extraction, pulling comprehensive business details like names, addresses, ratings, and contacts.

The workflow includes intelligent status monitoring to track scraping progress, waiting for completion before proceeding. Once data is ready, it's seamlessly appended to a Google Sheets document, with customizable column mappings for easy analysis. This eliminates manual research, saving hours of tedious work.

Ideal for sales teams generating leads, marketers conducting competitive analysis, or businesses scouting local opportunities. Benefits include scalable automation, AI-enhanced accuracy, cost-effective scraping via Bright Data, and real-time Sheets integration for collaboration. Perfect for CRM enhancement in sales proposals and market expansion strategies.