LAGIC
Lead Audience Growth Intelligence Computing
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Fast Yelp Business Scraper API | Ratings, Contact & Amenities — Yelp | Lagic

Built ForMarketing & AdvertisingSales & Lead GenerationCommercial Real Estate

Extract Yelp business details, ratings, and contact information for any location.

Curated by Lagic·Verified working

Configure Agent

URLs to start with. It should be list or detail URL

The place slugs that you can search on Yelp

The search terms that you can search on Yelp

The sort that you can search on Yelp

The location that you can search on Yelp

Maximum number of items that you want as output.

Function that takes each of the objects as argument and returns data that will be mapped by the function itself.

Results to deliver

100 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

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

Sample Data Preview

Business name, phone number, and website URL.Full address, including street, city, postal code, and geographic coordinates (latitude and longitude).Yelp star rating and total number of reviews.Price range (e.g., $, $$, $$$).List of business categories (e.g., 'Italian', 'Restaurants').Operating hours for every day of the week.
https://...Value...295$19.99Value...Value...
https://...Value...812$19.99Value...Value...
..................
Exports as:CSVXLSXJSON

Overview

Scrape business data from Yelp, including contact information, ratings, operating hours, and a full list of amenities. Ideal for building local lead lists or conducting market research.

This tool extracts public data from Yelp business pages, giving you structured information for lead generation, competitive analysis, and local market research. You can provide a list of Yelp business URLs directly, or you can perform a search using keywords and a location, just like you would on the Yelp website. The output is a detailed profile for each business. It includes the essentials like business name, phone number, website, and full address with geographic coordinates. You also get key Yelp metrics such as the overall star rating, total number of reviews, and price range. A standout feature is the comprehensive list of amenities, which details everything from whether they accept Apple Pay to if they have outdoor seating or are good for kids. This level of detail is critical for creating highly targeted lead lists or performing nuanced market analysis. For sales teams, this means you can build a list of every restaurant in a specific city that doesn't have a website. For marketing agencies, it's a way to find businesses with low ratings that might need reputation management. For franchisors or real estate analysts, it provides a clear view of the competitive landscape in any neighborhood.

Key Capabilities

  • ✓ Business name, phone number, and website URL.
  • ✓ Full address, including street, city, postal code, and geographic coordinates (latitude and longitude).
  • ✓ Yelp star rating and total number of reviews.
  • ✓ Price range (e.g., $, $$, $$$).
  • ✓ List of business categories (e.g., 'Italian', 'Restaurants').
  • ✓ Operating hours for every day of the week.
  • ✓ A detailed list of all business amenities and attributes (e.g., 'Wi-Fi', 'Accepts Credit Cards', 'Bike Parking').
  • ✓ Indication of whether the business is currently closed.
  • ✓ Yelp claimed status.
  • ✓ Primary photo URL and total media count.
  • ✓ Build a lead list of potential B2B clients in a new sales territory by searching for a business category in a specific city.
  • ✓ Perform competitive analysis by extracting data on all businesses in your category and sorting them by rating or review count.
  • ✓ Identify businesses that need marketing services, such as those that are unclaimed on Yelp or lack a website.
  • ✓ Scout locations for a new restaurant or retail store by analyzing the density and success of existing competitors.
  • ✓ Find venues for events by filtering for businesses with specific amenities like 'Good For Groups' or 'Outdoor Seating'.
  • ✓ Create a database of local businesses for a directory or app, complete with contact details, hours, and service offerings.
  • ✓ Analyze customer sentiment trends by tracking ratings and review volumes for a set of businesses over time.

Field Dictionary

How To Run This Extractor

1

Choose your method: Enter search terms like 'plumbers' and a location like 'Chicago', or paste a list of specific Yelp business URLs.

2

Optional: Select how you want to sort the results, such as by the highest rating or most reviews.

3

Set the maximum number of businesses you wish to extract.

4

Run the tool to begin the extraction process.

5

Once complete, preview the data and download it as a CSV, JSON, or Excel file.

Frequently Asked Questions

Do I need to know how to code?
No, this tool is designed for non-technical users. You can start by providing search terms and a location, or by pasting Yelp URLs.
What format can I export the data in?
Is it legal to scrape data from Yelp?
How many businesses can I scrape at once?
Can I use this for client work?
How is this different from using the Yelp API?
Can I sort the businesses before scraping?
How do I scrape businesses in a specific area?
Will the data tell me if a business has closed permanently?
Can I get the exact address and map coordinates?
How fresh is the data?