Yelp Business Scraper by URL via Bright Data to Google Sheets

This n8n workflow streamlines Yelp business intelligence gathering by accepting a business URL via a form trigger, then leveraging Bright Data's professional scraping API to extract comprehensive data like reviews, ratings, contact info, and more. It intelligently polls the scrape status with a 30-second wait and retry loop until completion, ensuring reliable data retrieval without manual intervention. Finally, it appends the structured data to Google Sheets for centralized storage and further analysis.

Key benefits include time savings on manual data entry, access to high-quality scraped data bypassing Yelp's restrictions, and seamless integration for scalable operations. The workflow handles errors gracefully and limits results for efficiency, making it robust for production use.

Ideal use cases span market research, competitor benchmarking in travel and hospitality, lead generation for guest communication strategies, and building business directories. Whether tracking hotel performance, restaurant reviews, or tourism spots, it empowers data-driven decisions with minimal setup.