Business Data
Business name- Business URL
- Category
- Description
- Price range
- Website
- Business status
- Business photos
- Claimed business signals
Yelp Scraper
Use CoreClaw Yelp Scraper to collect public business data, reviews, ratings, addresses, phone numbers, and location details from Yelp. Run a ready-made Worker, get structured results, and move the data into your lead generation, market research, or review analysis workflow.
99%scraping success rate
JSON & CSVStructured output formats
No CodeBuilt for local business research
100%Public data compliant
Yelp Scraping for Different Needs
Pick a ready-made Yelp Worker and start collecting structured data in minutes — no code required.
What You Can Extract from Yelp
Structured public data across four core Yelp data types — ready for your workflow.
Contact Data
- Phone number
- Address
- City
- State
- ZIP code
- Country
- Website link
- Map link
Review Data
- Review text
- Review rating
- Review date
- Reviewer name when visible
- Useful Funny Cool vote signals
- Owner reply when visible
Rating Data
- Average rating
- Review count
- Star rating
- Category ranking signals
- Popularity signals when visible
- Opening hours
- Service options when visible
Why Scrape Yelp Data?
Yelp's public local business data powers smarter decisions in lead generation, market research, and reputation analysis.
Build Local Business Lists at Scale
Build targeted local business lists from public Yelp data and move faster from research to outreach — without manual searching and copy-paste.
- Collect business names, categories, addresses, and phone numbers automatically
- Filter by category, city, neighborhood, or price range
- Export directly to your CRM or outreach tool
Track Customer Feedback and Reputation Signals
Collect public reviews to understand customer complaints, service quality, and reputation trends — across your own listings or competitors.
- Collect public reviews at scale without manual copying
- Identify recurring complaints and service quality signals
- Track reputation changes over time across locations
Analyze Local Market Patterns Across Cities and Categories
Analyze business density, category distribution, and customer feedback patterns across cities, neighborhoods, or ZIP codes to understand local markets.
- Map business concentration by category and location
- Compare rating and review volume across neighborhoods
- Build structured local market datasets for analysis
Get Yelp Data Without Coding
CoreClaw turns repeated Yelp research into a reusable data workflow — no scripts, no setup.
No-Code Scraper
Collect publicly available data without writing scripts. Run a ready-made Worker and get results immediately.
Data Export
Get structured data outputs in CSV, JSON, or Excel formats — ready for spreadsheets, CRMs, databases, or BI tools.
2K Free Results Every Month
Receive 2,000 free results every month to lower testing and startup costs. No credit card required to get started.
100% Compliant
We only process publicly accessible data and follow relevant privacy and compliance requirements.
Custom Solutions
Customize data fields, scraping workflows, and delivery methods based on your business needs.
Cost Control
Pay only for successfully scraped data, with no hidden pricing. Scale up or down without long-term commitments.