Yelp Scraper

Scrape business listings from Yelp — no API key required.

What does Yelp Scraper do?

Yelp Scraper extracts business data directly from Yelp's website using curl_cffi with Chrome TLS fingerprint impersonation. It captures business names, ratings, reviews, phone numbers, addresses, categories, hours, coordinates, and more.

Try it now — Enter business URLs from yelp.com.au and get structured business data in seconds.

Why use Yelp Scraper?

• Lead Generation — Find local businesses with contact info
• Market Research — Analyze competitors and customer reviews
• Business Intelligence — Track ratings and review trends
• Sales Prospecting — Build targeted business lists
• Local SEO — Discover top businesses in any niche

How it works

1. Fetch: Uses curl_cffi with Chrome 131 TLS impersonation to fetch business pages from yelp.com.au
2. Parse: Extracts data from Apollo state (embedded JSON) and JSON-LD structured data
3. No proxy needed: yelp.com.au serves data directly to datacenter IPs (unblocked)

How to use Yelp Scraper

1. Go to the Input tab
2. Enter business URLs from yelp.com.au (e.g., https://www.yelp.com.au/biz/macchiato-sydney)
3. Click Start

Input

Field	Type	Required	Default	Description
startUrls	array	Yes	—	Business page URLs from yelp.com.au
getDetails	boolean	No	true	Fetch additional business details

Output Example

[
  {
    "name": "Macchiato Wood Fire Pizza & Coffee Roastery",
    "rating": 3.3,
    "reviews_count": 92,
    "phone": "(02) 9262 9525",
    "address": "338 Pitt Street, Sydney, 2000",
    "category": "Italian, Coffee Roasteries, Pizza",
    "price_range": "$$",
    "website": "http://www.macchiato.com.au",
    "yelp_url": "https://www.yelp.com/biz/macchiato-sydney",
    "image_url": "https://s3-media0.fl.yelpcdn.com/bphoto/...",
    "coordinates": {
      "latitude": -33.876395,
      "longitude": 151.208055
    },
    "hours": [
      {"day": "Mon", "hours": "7:00 AM - 12:00 AM (Next day)"},
      {"day": "Tue", "hours": "7:00 AM - 12:00 AM (Next day)"},
      {"day": "Wed", "hours": "7:00 AM - 12:00 AM (Next day)"},
      {"day": "Thu", "hours": "7:00 AM - 12:00 AM (Next day)"},
      {"day": "Fri", "hours": "7:00 AM - 12:00 AM (Next day)"},
      {"day": "Sat", "hours": "8:00 AM - 12:00 AM (Next day)"},
      {"day": "Sun", "hours": "8:00 AM - 12:00 AM (Next day)"}
    ]
  }
]

Data Fields

Field	Description
name	Business name
rating	Star rating (1.0–5.0)
reviews_count	Number of reviews
phone	Phone number
address	Full address
category	Business category
price_range	Price level ($, $$, $$$, $$$$)
website	Business website URL
yelp_url	Yelp listing URL
image_url	Business photo URL
coordinates	Latitude/longitude
hours	Operating hours (when available)

Pricing

• Cost per 1,000 businesses: $15.00
• Your profit: ~$7.50 per 1,000 businesses

Tips

• Use yelp.com.au URLs for best results
• Business data is extracted from embedded Apollo state for accuracy
• Results include phone, website, coordinates, and hours when available

Legal

This scraper is for educational purposes. Users are responsible for complying with Yelp's Terms of Service.