Yelp Scraper.
Structured. Exportable. Yours.
Yelp is where hospitality, retail and service businesses are reviewed in detail. This extractor collects the listing and its reputation data together — name, address, phone, category, rating and review volume.
LOCAL BUSINESS DATA IS
TRAPPED IN THE MAP.
Mapping platforms hold the most current record of local businesses anywhere — names, addresses, phone numbers, ratings and opening hours, all maintained by the businesses themselves.
But the interface shows you one card at a time. Building a list of every clinic in a city means clicking through hundreds of pins and retyping what you find.
Search a Territory
You search a category and city and get hundreds of matching businesses.
Click Each Pin
Every listing needs a separate click to reveal its phone number and address.
Retype Everything
Details get copied by hand into a sheet, one business at a time.
Coverage Gaps
The list is abandoned half-finished and the territory is never fully mapped.
Map a Territory,
Not a Single Pin.
Run a search the way you normally would, then let the extractor work through every result. Business name, address, phone, website, rating and review count arrive as one structured file.
Full Result Coverage
The extractor scrolls the complete result set rather than stopping at the first visible listings.
Contact Fields Captured
Phone numbers and websites are pulled from the detail view, not just the summary card.
Location Intelligence
Addresses, areas and coordinates come through in separate fields for territory planning.
Ratings and Reviews
Star ratings and review counts are captured alongside each record for quality filtering.
Fields Captured by
Yelp Scraper.
Each field arrives in its own column. Where a source does not publish a value, the column is left empty rather than guessed at.
Business Names
Addresses
Phone Numbers
Star Ratings
Review Counts
Price Range Indicators
Business Categories
Listing URLs
Four Steps, No Code.
Install
Add the browser extension. Nothing to deploy and no API key to manage.
Search
Open the source and apply the filters you would use normally — category, location, price, whatever narrows it.
Collect
Start the run. It follows pagination and scrolling through the full result set while you watch.
Export
Download as CSV or Excel with consistent columns, ready for your CRM or spreadsheet.
Yelp Scraper is built for teams that need this regularly rather than once.
Used by:
These share aligned output columns, so collections merge without reformatting.
WHY SCRIBBLE LINKS?
Most tools hand you a raw dump and leave the cleanup to you.
Yelp Scraper is engineered around the output — consistent columns, empty cells where a source is silent, and the same structure on every run so a second collection is comparable to the first.
Everything You Need
TO KNOW
Common questions about Yelp Scraper, what it collects and how the data can be used.
Which markets does Yelp cover best?
Coverage is strongest in the United States, Canada and parts of Europe, and is heavily weighted toward restaurants, retail and consumer services.
Does it collect review text?
The product focuses on listing-level data — ratings and review counts — rather than the full text of individual reviews.
Do I need to know how to code?
No. You select the data you want directly on the page, and the extractor handles the rest. There is nothing to install beyond the browser extension and nothing to configure in code.
What formats can I export to?
Collected data can be exported as CSV or Excel, with JSON available where the structure calls for it. Columns stay consistent between runs, so files drop straight into a CRM or spreadsheet.
Is this allowed?
The extractor works only with publicly available information — the same content any visitor can see without logging in. Login-protected and private data is not supported. You remain responsible for following the terms of the sites you collect from and any applicable data protection law.
Better Data.
Better Systems.
Better Businesses.
See Yelp Scraper running against your own target source before you commit to anything.