LAGIC
Lead Audience Growth Intelligence Computing
Y

Yelp Advanced Business Scraper: — Yelp | Lagic

Built ForMarketing AgenciesReal Estate & Urban PlanningHospitality & Food Service

Extract Detailed Yelp Business Data for Market Research and Lead Generation

Curated by Lagic·Verified working

Configure Agent

List of search keywords to look for businesses (e.g., pizza, restaurant).

List of locations to search for the keywords (e.g., New York, Los Angeles).

Specify the language interface for Yelp website. Defaults to English (United States).

Specify the sorting method for search results. Defaults to Yelp's recommendation.

Filter businesses by price range using Yelp's $$$$ indicators.

Maximum number of pages to crawl for each search query (max is 24 due to Yelp's pagination limit).

Enable to remove duplicate entries (e.g., advertisements) from scraped data. When disabled, may include duplicates.

When advanced filtering requirements exceed keyword search capabilities, use URLs directly copied from Yelp's filtered search results. Users can manually apply complex filters (e.g., specific attributes/hours/features) on Yelp's website, then input the generated URLs here to scrape precisely targeted listings.

Results to deliver

800 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

8 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Business name and full addressCity, state, and zip codePhone number and website URLYelp profile URLOverall rating and total review countKey review highlights
Sample Text...Value...https://...https://...828Value...
Sample Text...Value...https://...https://...224Value...
..................
Exports as:CSVXLSXJSON

Overview

This tool scrapes Yelp to deliver comprehensive business details like names, addresses, phone numbers, ratings, review counts, hours, amenities, and website links. It's ideal for building targeted lead lists or analyzing local market trends.

### Uncover Local Business Intelligence from Yelp Yelp is a critical source of information for local businesses, offering insights into customer sentiment, services, and competitive landscapes. This tool allows you to systematically extract business data from Yelp, moving beyond manual searches to gather structured information at scale. #### Precision Targeting YouStart by defining your `Search Keywords` (e.g., "pizza," "hair salon") and `Locations` (e.g., "New York," "Los Angeles"). You can tailor your search further by selecting a specific `Website Language` to match Yelp's regional interfaces globally. To refine your results, choose how to `Sort Results By` – whether by Yelp's `Recommended` order, `Highest Rated` businesses, or those with the `Most Reviewed` to focus on popular establishments. A `Price Filter` is available to target businesses within specific price ranges ($, $$, $$$$). For highly specific filtering needs that go beyond keywords, the tool offers `Pre-filtered URLs`. This allows you to manually apply advanced filters directly on Yelp's website (e.g., specific attributes, operating hours, or features) and then input those URLs to scrape precisely the listings you've already curated. You can also specify a `Max Crawl Pages` to control the depth of your search, though Yelp's pagination limits the crawl to 24 pages per query. #### Rich Business Profiles Each extracted business profile provides a wealth of detail. You'll receive fundamental contact information such as the `name`, `full_address`, `city`, `state`, `zipcode`, `phone_number`, and `website`. Beyond basic contact, you get critical operational data including `hours` of operation (with specific dates for holidays), `categories` the business falls under, and a `price_level` indicator. For reputation analysis, the `rating` and `review_count` are included, along with `reviewhighlights` that give quick insights into common customer feedback. `amenities` detail what the business offers, and `images` URLs provide visual context. Geographic location is covered by `coordinates` (latitude and longitude). The `about` field offers a description of the business, and `is_claimed` indicates if the business owner has verified their Yelp page. The `owner_name` is also extracted where available. The `timestamp` notes when the data was collected, and `url` provides a direct link back to the Yelp page.

Key Capabilities

  • Business name and full address
  • City, state, and zip code
  • Phone number and website URL
  • Yelp profile URL
  • Overall rating and total review count
  • Key review highlights
  • Business categories
  • Price level indicator
  • Operating hours (including holiday specifics)
  • Available amenities
  • Description of the business
  • Latitude and longitude coordinates
  • URLs of business images
  • Indication if the business Yelp page is claimed by its owner
  • Owner's name (where available)
  • Timestamp of data extraction
  • Generate targeted lead lists for B2B sales teams (e.g., marketing agencies, POS vendors) by filtering businesses by category and location.
  • Conduct competitive analysis by comparing ratings, review counts, amenities, and pricing of businesses in a specific market.
  • Perform market research to identify popular business categories, emerging trends, or underserved areas in various cities.
  • Monitor brand sentiment by regularly scraping review highlights and ratings for your own business or competitors.
  • Build a comprehensive database of local businesses for directories, service aggregators, or local SEO research.
  • Identify businesses with specific amenities or operating hours for specialized service providers (e.g., late-night restaurants for delivery services).
  • Gather contact information and website URLs for outreach campaigns to local businesses.

Field Dictionary

How To Run This Extractor

1

Provide your desired `Search Keywords` (e.g., "coffee shops") and `Locations` (e.g., "Austin, TX") into the input fields.

2

Optionally, select a `Website Language` for Yelp's interface, choose a `Sort Results By` method, or apply a `Price Filter`.

3

For highly specific searches, you can manually filter results on Yelp's website and paste the `Pre-filtered URLs` directly.

4

Specify the `Max Crawl Pages` to control the depth of your search, up to Yelp's limit of 24 pages.

5

Run the tool, and it will navigate Yelp, extracting detailed information for each business that matches your criteria.

6

Download your structured business data, including contact details, ratings, hours, and amenities, in your preferred format.

Frequently Asked Questions

What kind of businesses can I scrape with this tool?
You can scrape any type of business listed on Yelp, including restaurants, services, shopping, nightlife, health, and more, by using relevant search keywords or pre-filtered URLs.
Do I need technical skills to use this tool?
In what formats can I download the extracted data?
How fresh is the data I receive?
Can I target specific geographical areas or neighborhoods?
What if Yelp changes its website structure?
Is there a limit to how many businesses I can scrape?
Can I get details like business operating hours and amenities?
How does the 'Pre-filtered URLs' option work for advanced filtering?
Is scraping Yelp legal?
How is the cost determined for using this scraper?