What data can I extract from Yelp?

You can extract virtually any publicly visible data from Yelp pages. The specific fields depend on the page type and your parser configuration.

Common data fields

Business listings

• Business name and category
• Overall star rating
• Number of reviews
• Price level ($ - $$$$)
• Address and location
• Phone number
• Website URL
• Hours of operation
• Amenities and attributes (delivery, outdoor seating, etc.)
• Photos and image URLs
• Popular dishes or services
• Health score (for restaurants)

Reviews

• Review text
• Star rating (1-5)
• Review date
• Reviewer name and photo
• Reviewer stats (review count, friends, elite status)
• Helpful votes (useful, funny, cool)
• Check-in information
• Photos attached to reviews

Search results

• Multiple business listings with key metrics
• Pagination data
• Filter options (price, rating, open now, etc.)
• Number of results
• Featured/sponsored listings
• Map coordinates

Business photos

• Interior and exterior photos
• Food and menu photos
• Photo captions and categories
• Upload dates
• Photographer information

Custom extraction

With Parseium, you define exactly which fields to extract. Our AI helps you:

• Identify the right CSS selectors
• Handle Yelp's dynamic content loading
• Validate data types and formats
• Extract nested review data
• Handle pagination for reviews and photos

You're not limited to predefined fields—extract any data visible on the page.