

Extract local business data from Yelp by keyword and location. Search for restaurants, plumbers, dentists, gyms, hair salons, stores, or other businesses in one or more locations and collect names, addresses, phone numbers, websites, ratings, review counts, opening hours, categories, price ranges, amenities, photos, and more. Use CoreClaw for local lead generation, competitor research, market analysis, business directory building, and automated local data workflows.
Business name
Yelp business ID
Direct URL of the business page on Yelp
Alternate business names (mostly markets without Latin alphabet)
Full address: {addressLine1, addressLine2, addressLine3, city, regionCode, postalCode, country}
Phone number
Business website URL
Average rating (e.g. 4.3)
Total number of reviews
Price range (e.g. "Under US$10")
Business type (e.g. Restaurants)
Cuisine (restaurants only)
Yelp categories of the business
Regular opening hours per day: {dayOfWeekShort, dayOfWeek, regularHours}
Upcoming special hours, if any
Amenities and business highlights (delivery, takeout, accessibility, payment methods, etc.)
Business highlights where the owner has filled them in
"From the business" details: {specialties, history, yearEstablished}
Health inspection score, where Yelp publishes one (e.g. "0.0")
Whether the business is claimed
Whether the business is verified
Whether the business advertises on Yelp
Primary photo URL
Photos with captions: {link, alt}
Timestamp when the scrape started (ISO)
Timestamp when the scrape finished (ISO)
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