Yelp Scraper
Easily extract reviews, ratings, and business details from Yelp listings
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Table of content
What Is a Yelp Scraper?
A Yelp scraper is a tool or script designed to automatically collect public business data from Yelp. It helps developers, marketers, and researchers gather structured information from Yelp’s listings and reviews.
What Can You Scrape from Yelp?
Business name and category
Address and contact information
Star ratings and number of reviews
User reviews and timestamps
Business hours and amenities
Website and social media links
Yelp business ID and page URL
Price range and service type
Why Use a Yelp Scraper?
- Analyze customer sentiment
- Build local business directories
- Monitor competitors in real-time
- Collect data for review aggregators
- Support research in service quality or trends
Common Use Cases
Competitor analysis
Local business research
Review sentiment mining
Lead generation for agencies
Food delivery and reservation apps
Technical Features
Works with keywords or location URLs
Supports pagination and delay settings
Delivers structured JSON or CSV output
Supports proxies and user-agent rotation
Review scraping with timestamps and ratings
How to Use a Yelp Scraper
- Choose a keyword or location URL
- Define scraping limits (pages, reviews)
- Run scraper and export results
- Clean or analyze the output using tools like Python or Excel
Legal Considerations
Yelp’s Terms of Service prohibit scraping without permission. Always ensure compliance with local laws and use scraping for educational, research, or permitted business purposes.
Tips for Success
Use residential or rotating proxies
Avoid scraping at high speed
Randomize headers and delays
Handle CAPTCHAs with fallback logic
FAQ
Does Yelp allow scraping?
Not officially. Scraping is against Yelp’s terms, so proceed at your own risk.
Can I get historical reviews?
Yes, if paginated carefully, you can collect older reviews.
Is it possible to scrape Yelp images?
Yes, image URLs are available in business page metadata.
Can I scrape Yelp by category or keyword?
Yes, most tools support both keyword-based and city-based scraping.
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