Local, directories, and reviews
Yelp data extraction
Local business listings and review content with category, price level, attributes, and rating history.
Yelp carries deep review content on restaurants, services, and retail, with structured attributes that other directories do not publish.
We deliver businesses by area and category, or review streams for a fixed set of locations you track.
- Entities
- Businesses · Reviews · Categories · Attributes
- Geography
- US · Canada · UK · parts of Europe
- Scope unit
- Area × category, or business list
- Refresh
- Weekly or monthly; daily on watchlists
- Review depth
- Full text, rating, date, and author handle
- Formats
- JSON · NDJSON · CSV · Parquet
- Delivery
- Postgres · BigQuery · S3 · Webhook · Sheets
- Change tracking
- New reviews and rating movement
Fields
What you receive.
The usual set. Fields can be added or dropped per project — you pay for what you take.
Yelp fields
13- Business name and stable key
- Categories and price level
- Full address and coordinates
- Phone number and website
- Opening hours
- Overall rating and review count
- Rating distribution by star
- Individual reviews: text, rating, date, author
- Owner responses
- Attributes: delivery, reservations, accessibility
- Amenities and service options
- Photo count and image URLs
- Claimed and closed status
Used for
What clients do with Yelp data.
Reviews
Review content and rating movement across platforms, for your locations and your competitors, as a monitored feed.
Use caseLead generation
Company and contact data built to your targeting criteria, deduplicated against your CRM and delivered on a schedule.
Use caseRestaurants
Venue listings, menus, ratings, and review content across hospitality platforms — for suppliers, groups, and market research.
Questions
Asked before.
Can we monitor competitor reviews?
Yes. A watchlist of businesses is crawled on a tighter schedule and delivered as a stream of new reviews with rating movement.
Do you get the full review text?
Yes, along with rating, date, and the author handle as published.
Also in Local, directories, and reviews
Google Maps
Local business listings and review content by area and category, or for a fixed set of locations you track.
US · UK · CA · AU · EUYellow Pages
Business directory records — names, addresses, phone numbers, categories, and hours — across Yellow Pages properties and their national equivalents.
WorldwideBooking.com
Accommodation listings, nightly rates by date, availability, and guest review content across destinations.
Next step
Get Yelp data running.
Send the fields, the geography, and how fresh it needs to be. You will get back what is achievable and what it costs to run, usually within a day.