Yelp - listings scraper

Price
Scraped URL count with Full JS driver
Scraped URL count with Fast driver

Bandwidth (GB)
Estimated price: Datacenter (US) Proxy, included	$0.00
Estimated price: Residential Proxy

Overview

Scrape yelp.com listing data. As start URLs provide:

search links

This sitemap extracts business listings data from yelp.com search results pages.

Limits

yelp.com limits pagination to a maximum of 24 pages. To avoid exceeding this limitation, we recommend refining search queries with additional parameters, such as a specific price range, to narrow the results.

Sitemap use cases

B2B Lead Generation
Lead Database Development and Enrichment
Customer Sentiment Analytics

Input

Yelp.com product search result pages, for example:

Output (11 data points)

business_url

business_name

Sample data

{
    "business_url": "https://www.yelp.com/biz/mccullough-pigott-dublin?osq=Guitar+store",
    "business_name": "McCullough Pigott",
    "categories": [
        "Musical Instruments & Teachers"
    ],
    "rating": 3.7,
    "review_count": 6,
    "address": "11 William Street S\nDublin\nD\n2\nIE",
    "phone_number": "(01) 677 3138",
    "website_url": "http://www.mcculloughpigott.com/",
    "images": [
        "https://s3-media0.fl.yelpcdn.com/bphoto/0yC2sv7YVvJqmKuPoV6h2w/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/_I7Ody9FUQMac7Bga9bJOQ/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/nBR2tt3Iw7cREx1-00YCCg/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/6t9iziR8qtYUDeGrQhmpzg/o.jpg"
    ],
    "opening_hours": "Mon: 9:00 AM - 5:30 PM\nClosed nowTue: 9:00 AM - 5:30 PM\nWed: 9:00 AM - 5:30 PM\nThu: 9:00 AM - 5:30 PM\nFri: 9:00 AM - 5:30 PM\nSat: 9:00 AM - 5:30 PM\nSun: Closed\n",
    "next_page": "https://www.yelp.com/search?find_desc=Guitar+store&find_loc=Dublin%2C+Republic+of+Ireland&start=10"
}
{
    "business_url": "https://www.yelp.com/biz/waltons-new-school-of-music-dublin-6?osq=Guitar+store",
    "business_name": "Waltons New School of Music",
    "categories": [
        "Musical Instruments & Teachers"
    ],
    "rating": 2.9,
    "review_count": 21,
    "address": "69 S Great George's Street\nDublin\nD\n2\nIE",
    "phone_number": "(01) 478 1884",
    "website_url": "https://www.newschool.ie",
    "images": [
        "https://s3-media0.fl.yelpcdn.com/bphoto/7cMrWNqx23NBNvqwOrbO1A/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/ULRE64aHNG9yS5Kx8BF9oQ/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/NVFKfNSJp7Q24gAAofcxzA/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/Z7z8SMubZJquWSksUTx2eg/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/EFqEoR9Ec23tjCzXig6Zhw/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/F0MYOZiPMnOjFttOSGp42g/o.jpg"
    ],
    "opening_hours": "Mon: 10:00 AM - 10:00 PM\nClosed nowTue: 10:00 AM - 10:00 PM\nWed: 10:00 AM - 10:00 PM\nThu: 10:00 AM - 10:00 PM\nFri: 10:00 AM - 8:00 PM\nSat: Closed\nSun: Closed\n",
    "next_page": "https://www.yelp.com/search?find_desc=Guitar+store&find_loc=Dublin%2C+Republic+of+Ireland&start=10"
}
{
    "business_url": "https://www.yelp.com/biz/music-maker-dublin-2?osq=Guitar+store",
    "business_name": "Music Maker",
    "categories": [
        "Musical Instruments & Teachers"
    ],
    "rating": 3.4,
    "review_count": 17,
    "address": "29 Exchequer Street\nDublin\nD\n2\nIE",
    "phone_number": "(01) 677 9004",
    "website_url": "http://www.musicmaker.ie",
    "images": [
        "https://s3-media0.fl.yelpcdn.com/bphoto/5I7Szel4sHpKayRjLVautw/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/wU9ozW4kkcPV3KWgLLRrsQ/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/sSkZALJGwE7uwy5wMOGxyQ/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/8j6-YNPaemGjqQk0wNnyiw/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/XfhKxIs5tjOjjijGpsFh5Q/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/wUGwoHk1yIaBGZ5fb2tH8Q/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/wJ8xApWwuKglPq_OgCXU6w/o.jpg"
    ],
    "opening_hours": "Mon: 10:30 AM - 6:30 PM\nClosed nowTue: 10:30 AM - 6:30 PM\nWed: 10:30 AM - 6:30 PM\nThu: 10:30 AM - 6:30 PM\nFri: 10:30 AM - 6:30 PM\nSat: 10:00 AM - 6:00 PM\nSun: 12:30 PM - 6:00 PM\n",
    "next_page": "https://www.yelp.com/search?find_desc=Guitar+store&find_loc=Dublin%2C+Republic+of+Ireland&start=10"
}
{
    "business_url": "https://www.yelp.com/biz/crescendo-music-dublin?osq=Guitar+store",
    "business_name": "Crescendo Music",
    "categories": [
        "Musical Instruments & Teachers"
    ],
    "rating": 4,
    "review_count": 2,
    "address": "Eaton House 86-88 Terenure Rd N\nDublin\nD\n6w\nIE",
    "phone_number": "(01) 492 9998",
    "website_url": "http://www.dublinschoolofmusic.com",
    "images": [
        "https://s3-media0.fl.yelpcdn.com/bphoto/igBVB-YZSUcvuuLFVNe10Q/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/3fsuVj7k8ZBaOv-0hh230Q/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/3h2oF9b12-y10mftrPTZcQ/o.jpg"
    ],
    "opening_hours": "Mon: 12:00 PM - 9:00 PM\nClosed nowTue: 12:00 PM - 9:00 PM\nWed: 12:00 PM - 9:00 PM\nThu: 12:00 PM - 9:00 PM\nFri: 12:00 PM - 6:00 PM\nSat: 9:30 AM - 6:00 PM\nSun: Closed\n",
    "next_page": "https://www.yelp.com/search?find_desc=Guitar+store&find_loc=Dublin%2C+Republic+of+Ireland&start=10"
}
{
    "business_url": "https://www.yelp.com/biz/union-of-genius-edinburgh?osq=bakeries",
    "business_name": "Union of Genius",
    "categories": [
        "Soup",
        "Coffee & Tea"
    ],
    "rating": 4.7,
    "review_count": 51,
    "address": "8 Forrest Road\nEdinburgh\nEDH\nEH1 2QN\nGB",
    "phone_number": "0131 226 4436",
    "website_url": "http://www.unionofgenius.com/",
    "images": [
        "https://s3-media0.fl.yelpcdn.com/bphoto/xPZuT2202t0enRI6c8zSzg/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/t4rtxPU7huug5Ke45VUNvw/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/ftoTF1P4nMeNiAhEokYbuw/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/tSOyTCDFoP7TMkDB_QB60w/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/3yh8msCCoIEDesR_cxzXow/o.jpg",
        "https://s3-media0.fl.yelpcdn.com/bphoto/n-pyEBxvhTAUHZ8RnLVNHg/o.jpg"
    ],
    "opening_hours": "Mon: 8:30 AM - 4:00 PM\nClosed nowTue: 8:30 AM - 4:00 PM\nWed: 8:30 AM - 4:00 PM\nThu: 8:30 AM - 4:00 PM\nFri: 8:30 AM - 4:00 PM\nSat: 12:00 PM - 4:00 PM\nSun: Closed\n",
    "next_page": "https://www.yelp.com/search?attrs=WiFi.free&find_desc=bakeries&find_loc=Edinburgh%2C+United+Kingdom&start=10"
}

Data Export

Download Yelp.com data from Web Scraper Cloud in multiple formats:

CSV

XLSX

JSON

Integrate with third-party services and automate data export using:

Google Sheets

Google Drive

Dropbox

Amazon S3

Google Cloud

Azure

Receive data via webhooks

Automate scraping

Setup scraping schedules to run the Yelp.com scraper automatically at regular intervals and keep your data up-to-date.

Run scrapers via API.

Scraping Yelp.com

Yelp.com is using DataDome bot management service. DataDome will block popular open source frameworks like Scrapy, Puppeteer, Playwright, Selenium, etc. Bot management services use methods, such as browser fingerprinting to detect automated access or bots that mask their identity to access the data in an unsupported manner. To successfully scrape data from Yelp.com, JavaScript rendering and a residential proxy service are required.

Is web scraping legal?

Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.

Pricing

Monthly

Project $ 50 /MO FREE 7-day trial	Professional $ 100 /MO FREE 7-day trial	Recommended Scale from $ 200 /MO FREE 7-day trial	Enterprise Custom
Automate in cloud	Automate in cloud	Automate in cloud	Automate in cloud

Estimated cost for Yelp - listings scraper
$10/1K URLs	$5/1K URLs	Residential From $0.72/1K URLs	Residential From $0.72/1K URLs

When subscribing to a payment plan, you get access to credits that are to be spent running a sitemap to retrieve data from a specific site (URL). All of the pre-built sitemaps can be used freely in any of the payment plans, however the credits spent for a site can vary based on the sitemap you are using. See all plan features

Yelp - listings scraper

Overview

Limits

Sitemap use cases

Input

Output (11 data points)

Sample data

Data Export

Automate scraping

Scraping Yelp.com

Is web scraping legal?

Pricing

Project

$ 50 /MO

Professional

$ 100 /MO

Scale

from $ 200 /MO

Enterprise

Custom