Extract & Summarize Yelp Business Review with Bright Data and Google Gemini

Who this is for? Extract & Summarize Yelp Business Review is an automated workflow that extracts the Yelp business reviews using Bright Data Web Unlocker, process and formats the raw data, summarizes using the Google Gemini's LLM, and forward the concise summary with the review respose to a specified webhook endpoint.

This workflow is tailored for:

Local SEO Specialists who need structured insights from Yelp reviews to optimize listings.

Business Owners wanting quick summaries of what customers love or complain about.

Reputation Managers who monitor brand sentiment and identify customer pain points.

Data Analysts & Researchers extracting Yelp review patterns at scale.

AI Product Builders needing clean Yelp review data as input for their LLMs or recommender systems.

What problem is this workflow solving?