Yelp Merchant Data Extraction

About

Extract merchant data from the Yelp platform with one click, and export to CSV and Excel formats to help you quickly obtain local merchant information for market research, customer development, and data analysis. ✨ Core Functions 📊 Comprehensive Data Extraction: Merchant name, phone number, address, email, website, rating, number of reviews, price range, etc. 🔄 Automated Extraction: - Smart Pagination: Automatically loads multiple pages of search results. - Real-time Progress: Clearly displays extraction status and the amount of data extracted. - Random Delay: 5-7 second intelligent interval, simulating real user behavior. 📁 Flexible Export Formats: - CSV Format: UTF-8 encoding, perfectly supports Chinese characters, directly opens in Excel/WPS. - Excel Format: Generates .xlsx files offline locally, no internet connection required. - Multilingual Headers: Automatically switches between Chinese and English headers based on browser language. - Batch Export: Supports exporting all or only some data. 🎯 Data Management: - Visual Interface: Intuitive data table display, supports searching and filtering. - Pagination: Automatic pagination for large data volumes, smooth browsing. - Selective Export: Select the data rows you need to export
- One-click clear: Quickly clear all data and start over


🎓 Tutorial

Step 1: Open the Yelp search page
Visit https://www.yelp.com and search for the type of business you need, for example:
- "restaurants in San Francisco"
- "beauty salons in New York"
- "gyms in Los Angeles"

Step 2: Start extraction
1. Click the browser extension icon
2. Click the "Start Extraction" button
3. Wait for the automatic extraction to complete (about 3-5 minutes)

Step 3: View and export data
1. After the extraction is complete, click "View Data"
2. View the extracted business information
3. Click "Export CSV" or "Export Excel" to download the data

Step 4: Data processing
- Open the exported file with Excel/WPS
- Perform data analysis and processing
- Importing to CRM System or Database

Extraction Limits
- Single Extraction: Maximum 30 pages (approximately 300 records)
- Daily Limit: Maximum 300 requests
- Request Interval: Random 5-7 seconds
- Auto Reset: Limits automatically reset daily at 00:00