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๐Ÿ•ท๏ธ Reviews & Directories

Yelp Scraper โ€” 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.

Quick Summary: Yelp Scraper

  • What it does: Automatically extracts structured data from Yelp.
  • Key data points: business name, full address, phone number and more.
  • Top use case: restaurant market research and competitive analysis.
  • Delivery formats: CSV, Excel, JSON, API, or direct database sync.

What We Extract From Yelp

Schema Definition
Ready for Export
"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

โ˜…Custom fields & specific attributes available on request.

Why Businesses Use Our Yelp Scraper

1
Restaurant market research and competitive analysis
2
B2B lead generation for local service businesses
3
Reputation monitoring and sentiment analysis
4
Local SEO benchmarking
5
Franchise market entry analysis

How Our Yelp Scraper Works

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01

Share Requirements

Tell us which Yelp pages to target, what fields you need, and how often.

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02

We Build the Scraper

Our engineers configure the Yelp Scraper with proxy rotation, anti-bot bypass, and data cleaning.

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03

Receive Clean Data

Structured Yelp data delivered in your preferred format โ€” CSV, JSON, API, or database.

DataScraper vs Building It Yourself

You're too big for manual copy-paste, too small to justify a full scraping infrastructure team. DataScraper is built for exactly that gap.

FeatureBuild YourselfSaaS Toolโœ“ DataScraper
Setup Time2โ€“4 weeksMinutes48 hours
Anti-Bot HandlingManualLimitedEnterprise proxies
MaintenanceYou maintain itTool updates break itWe maintain
Cost$500โ€“2,000/mo dev$99โ€“499/monthStarts from $20
Data QualityVariableGenericQA verified
SupportNoneEmail ticketsWhatsApp direct
Delivery TimeWeeksHours48 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 โ€” so you always get clean data, not block pages. 99.2% success rate across all active scrapers.

Rotating residential proxies across 50+ countries
Browser fingerprint randomization (Playwright stealth)
Rate limiting that mimics human browsing behaviour
CAPTCHA bypass (2captcha / AntiCaptcha integration)
Self-healing parsing โ€” site layout changes don't break your feed
What We Handle
Cloudflare Bot ManagementDataDomePerimeterXreCAPTCHA v3ImpervahCaptcha
Never blocked. 99.8% uptime on all production scrapers.

Data in Your Preferred Format

๐Ÿ“Š
CSV / Excel
Ready-to-use spreadsheet
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JSON / XML
Structured for developers
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REST API
Real-time endpoint
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SQL Database
MySQL / PostgreSQL
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Google Sheets
Live-updating sheet
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Amazon S3
Cloud storage delivery

See What Your Yelp Data Looks Like

We send a free sample before any payment. Here's what a typical data row looks like โ€” clean, structured, and ready to use.

yelp_sample.json
[
  {
    "business_name_and_yelp_id": "Yelp โ€” 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"
  },
  { "...": "50โ€“100 records in free sample" }
]

Free sample of 50โ€“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 โ€” 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 โ€” 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 โ€” 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.

Starts from $20

First 50 records FREE โ€” no credit card required.

Data quality guarantee โ€” 95%+ completeness or we re-run
NDA available on request
Quote in under 2 hours

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.

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