Yelp Scraper — Extract Yelp Data Automatically
Extract business listings, contact details, reviews, ratings, menus, and attributes from Yelp. Our Yelp scraper provides detailed business intelligence including consumer sentiment from millions of user reviews.
What We Extract From Yelp
| Field | What It Contains |
|---|---|
business_name | Business name and Yelp ID |
full_address | Full address and GPS coordinates |
phone_number | Phone number and website URL |
business_categories | Business categories |
overall_rating_1_5_stars_ | Overall rating (1-5 stars) |
total_review_count | Total review count |
individual_reviews_text_rating_date_photos_ | Individual reviews (text, rating, date, photos) |
price_range_to_ | Price range ($ to $$$$) |
business_hours | Business hours |
attributes_reservation_delivery_outdoor_seating_ | Attributes (reservation, delivery, outdoor seating) |
menu_items | Menu items and prices |
owner_responses_to_reviews | Owner responses to reviews |
* Custom fields available on request.
Why Businesses Use Our Yelp Scraper
How Our Yelp Scraper Works
Share Requirements
Tell us which Yelp pages to target, what fields you need, and how often.
We Build the Scraper
Our engineers configure the Yelp Scraper with proxy rotation, anti-bot bypass, and data cleaning.
Receive Clean Data
Structured Yelp data delivered in your preferred format — CSV, JSON, API, or database.
DataScraper.in vs Building It Yourself
You're too big for manual copy-paste, too small to justify a full scraping infrastructure team. DataScraper.in is built for exactly that gap.
| Feature | Build Yourself | SaaS Tool | ✓ DataScraper.in |
|---|---|---|---|
| Setup Time | 2–4 weeks | Minutes | 48 hours |
| Anti-Bot Handling | Manual | Limited | Enterprise proxies |
| Maintenance | You maintain it | Tool updates break it | We maintain |
| Cost | $500–2,000/mo dev | $99–499/month | Starts from $20 |
| Data Quality | Variable | Generic | QA verified |
| Support | None | Email tickets | WhatsApp direct |
| Delivery Time | Weeks | Hours | 48 hours |
Yelp is One of the Most Aggressively Bot-Protected Sites on the Internet. We Handle It Automatically.
Our infrastructure is purpose-built to bypass Cloudflare, DataDome, PerimeterX, and reCAPTCHA at scale — so you always get clean data, not block pages. 99.2% success rate across all active scrapers.
Data in Your Preferred Format
See What Your Yelp Data Looks Like
We send a free sample before any payment. Here's what a typical data row looks like — clean, structured, and ready to use.
[
{
"business_name_and_yelp_id": "Yelp — Sample Record #1",
"full_address_and_gps_coordinates": "$49.99",
"phone_number_and_website_url": 4.7,
"source_url": "https://yelp.com/item/12345",
"scraped_at": "2025-06-28T10:32:00Z"
},
{ "...": "50–100 records in free sample" }
]Free sample of 50–100 records provided before payment. No credit card required.
Frequently Asked Questions
Everything you need to know about our web scraping services.
We extract all publicly visible Yelp reviews including the full paginated review history. Note that Yelp's "not recommended" (filtered) reviews are partially hidden behind a separate link — we can access and extract those as well, labelling them appropriately for your analysis.
Yes. Alongside review text and star rating, we capture the reviewer's Yelp profile link, total review count, friend count, photo count, and elite status — providing rich metadata for reviewer credibility scoring and sentiment analysis.
Yes. We configure geographic and category filters (e.g., all Italian restaurants in San Francisco) to extract competing business names, ratings, review counts, price range, attributes, and contact details — delivering a full local competitive landscape dataset.
Our infrastructure can process thousands of Yelp listings per day using distributed residential proxies and rate-controlled browser sessions. For large-scale market studies, we parallelize collection across multiple geo targets to meet tight delivery timelines.
Also Popular: Other Platform Scrapers
First 50 records FREE — no credit card required.
Get Yelp Data Delivered in 48 Hours
Free sample dataset before you pay. Tell us what fields you need and we'll build your custom scraper.