Automated Yelp Review Extraction and Summarization with Bright Data & Google Gem

Overview

This workflow automates the extraction and summarization of Yelp business reviews using Bright Data and Google Gemini AI. It streamlines the process of gathering customer feedback and generating actionable insights.

Key Features

• Automated Data Extraction: Utilizes Bright Data to fetch Yelp business reviews via HTTP requests.
• AI-Powered Summarization: Employs Google Gemini's chat model and summarization chain to distill key points from reviews.
• Structured Output: Parses and formats summarized data for easy consumption and downstream use.
• Notification Integration: Sends merged, summarized results via webhook for real-time updates.

Benefits

• Time Savings: Eliminates manual review collection and analysis, accelerating decision-making.
• Actionable Insights: Delivers concise, AI-generated summaries to inform business strategies.
• Seamless Integration: Connects multiple platforms and services for a unified automation experience.

Use Cases

• Reputation Management: Monitor and analyze customer sentiment for businesses listed on Yelp.
• Market Research: Quickly assess competitor reviews and identify trends.
• Customer Experience: Inform product or service improvements based on aggregated feedback.

This workflow leverages advanced AI and data extraction tools to provide businesses with timely, structured insights from public review platforms.