Unlock Yelp Business Insights with AI-Powered Extraction and Summarization
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Automate the extraction and summarization of Yelp business reviews. Leverage Bright Data for robust data fetching and Google Gemini for intelligent insights into customer feedback and business performance.
About This Workflow
This powerful workflow automates the process of gathering and understanding Yelp business reviews. By integrating Bright Data's web unlocking capabilities, you can reliably scrape review data from Yelp. Google Gemini's advanced AI models then process this raw data to extract structured business information, such as restaurant name, location, ratings, and individual review details. Furthermore, the workflow utilizes Google Gemini to generate concise summaries of the collective customer feedback, providing a high-level overview of business sentiment and performance. This allows for quick decision-making and a deeper understanding of customer perceptions.
Key Features
- Automated Yelp Data Scraping: Utilizes Bright Data to efficiently fetch Yelp business reviews.
- Intelligent Structured Data Extraction: Leverages Google Gemini to parse reviews into actionable business metrics.
- AI-Powered Summarization: Generates concise summaries of review sentiment and key themes.
- Customizable Data Output: Configurable to extract specific business and review attributes.
- Real-time Notifications: Sends summarized insights and structured data to a specified webhook for immediate action.
How To Use
- Configure Bright Data Credentials: Ensure your Bright Data account is linked and active.
- Set Yelp URL and Bright Data Zone: In the 'Set Yelp URL with the Bright Data Zone' node, update the
urlparameter with the desired Yelp search page and thezoneparameter with your specific Bright Data zone. - Configure Google Gemini Credentials: Set up your Google Gemini API credentials.
- Define Output Structure: Customize the
jsonSchemaExamplein the 'Structured Output Parser' node to match the specific data points you wish to extract from the reviews. - Configure Webhook Notification: Update the
urlin the 'Webhook Notifier for the merged response' node with your desired webhook endpoint to receive the processed data and summary.
Apps Used
Workflow JSON
{
"id": "c82f368c-638a-4331-ad7e-03a39b5ef200",
"name": "Unlock Yelp Business Insights with AI-Powered Extraction and Summarization",
"nodes": 20,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: c82f368c-638a...
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