Yelp Data Extraction
Extract public Yelp business listing data, ratings, review counts, categories, and locations with managed delivery.
Managed Workflow
Built around your data request
Public Data Only
Lawful, publicly available sources
Quality Assured
Cleaned, deduplicated, reviewed
Ready to Use
CSV, Excel, JSON, Google Sheets
End-to-End Managed Data Extraction
Every service page is generated from structured content and includes scoping, extraction, cleaning, QA, and delivery.
Scoping & Planning
We review the source, approved fields, output structure, timeline, and delivery format before starting.
Managed Extraction
We build and run an extraction workflow tailored to the approved public sources and data requirements.
Data Cleaning
We normalize columns, standardize formats, and remove malformed or incomplete values where possible.
Deduplication & QA
Deliveries are reviewed for duplicates, missing fields, inconsistent naming, and unexpected row counts.
Formatted Delivery
Receive your dataset in CSV, Excel, JSON, Google Sheets-ready, or another agreed format.
Recurring Support
For recurring work, we keep the schema stable so new files can be compared, appended, or imported.
Built for Business Teams That Need Data
This service is for sales, local market research, reputation analysis, agency, hospitality, and operations teams that need public business listing and review summary data from Yelp.
It is useful for city-level business research, category coverage analysis, review benchmarking, prospecting, and public listing enrichment.
What Data Can Be Collected
The exact fields depend on source structure, public availability, compliance review, and intended business use.
Yelp projects can collect public business names, categories, Yelp listing URLs, ratings, review counts, addresses, phone numbers, websites, price indicators, neighborhoods, and other visible listing fields approved during scoping.
Scraping Geek does not collect private data, login-protected data, restricted profile data, or non-public content. Every project is reviewed before acceptance.
How Businesses Use This Service
Local category research
Collect businesses by category and city for market mapping.
Review benchmarking
Compare public ratings and review counts across businesses or categories.
Lead research
Build public business datasets for sales or partnership teams.
Location intelligence
Analyze business density and category presence across target areas.
Clean Data, Your Way
Every dataset is cleaned, structured, and delivered in the format your team prefers.
Scraping Geek can deliver Yelp datasets as CSV, XLSX, or Google Sheets-ready files with normalized categories, deduplicated listings, and source URLs.
Our Process
A streamlined workflow from request to delivery.
Review
We review the Yelp search or category URLs, cities, filters, and requested fields.
Scope
We define approved fields, expected record volume, and delivery format.
Extract
We collect public listing data from the approved Yelp pages.
Clean
We normalize categories, locations, ratings, and duplicate business records.
Deliver
We provide the completed file in the requested format.
Quality Checks on Every Delivery
Yelp datasets are checked for duplicate listings, missing names, malformed ratings, inconsistent locations, and missing source URLs.
If rating or review thresholds are requested, Scraping Geek checks whether those filters can be applied from public listing data.
Responsible Data Collection
Every Yelp data extraction request is reviewed before acceptance. Projects must be based on client-provided public URLs, searches, categories, cities, or listings with lawful source access.
We do not collect private account data, login-protected data, sensitive data, or restricted personal information. Review text collection, if requested, requires additional compliance review.
Public Data Only
Lawful, publicly available sources
Project Review
Every project assessed before start
No Private Data
Login-protected content excluded
Careful Scope
Requests may be limited or declined
Frequently Asked Questions
Yes. You can provide category, search, city, or listing URLs for review.
If the fields are publicly visible and reliable for the requested source, they can be used as filters or output columns.
Public website links may be included when available and suitable for collection.
No. Scraping Geek provides managed public data extraction and file delivery.
Request a Yelp Data Extraction Quote
Tell us about your project. We'll respond within 24 hours.