Extract and summarize Yelp business review with Bright Data and Google Gemini

Say goodbye to messy Yelp data and time-consuming summaries!

This automation scrapes business reviews from Yelp, formats the data, summarizes it using Google Gemini, and delivers clean insights straight to your webhook — all with zero manual effort.

Whether you're an SEO expert, business owner, or AI product builder, this tool helps you turn raw customer feedback into structured, actionable intelligence.

What it does:

🕷️ Scrapes Yelp business reviews using Bright Data Web Unlocker
🧾 Formats raw review content into clean, structured JSON
🧠 Summarizes key feedback themes with Google Gemini
📤 Sends a concise summary + structured response to your webhook endpoint

✅ Setup guide & importable automation included

Need help setting it up? We offer full configuration and testing for a one-time fee.