LAGIC
Lead Audience Growth Intelligence Computing
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Yelp Scarper — Yelp | Lagic

Built ForHospitality & Food ServiceLocal SEO & Digital MarketingRetail & E-commerce

Detailed Yelp Business Data and Customer Review Insights

Curated by Lagic·Verified working

Configure Agent

Yelp search result pages to crawl (e.g., coffee shops in a city).

Enter a city/zip or area name to search within.

Select how to sort search results.

Number of pages to crawl per search or business start point.

Select price ranges to filter by. You can select multiple.

Select business feature filters to include (e.g., WiFi.free, DogsAllowed). You can select multiple.

Direct Yelp business page URLs to extract data from.

Yelp business `EncBizId` to scrape (e.g., 'cOcFMN_0nCqHHJ4KZhe5vA').

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 names, addresses, phone numbers, and website linksGeographic coordinates (latitude, longitude) and neighborhood informationOperating hours and year establishedDetailed customer reviews, including text, rating, date, and author profilesOverall star ratings and distribution of 1-5 star reviewsReview sentiment analysis (positive, neutral, critical percentages, topics)
https://...Value...Value...2026-04-05Value...2026-04-05
https://...Value...Value...2026-04-05Value...2026-04-05
..................
Exports as:CSVXLSXJSON

Overview

Extract comprehensive business listings, full customer reviews, and sentiment insights from Yelp across various regions. Gain deep understanding of local businesses, their offerings, and public perception for market research or lead generation.

## Get the Full Picture of Local Businesses This tool is your direct line to a wealth of public business information and customer feedback on Yelp. Forget manual data collection or relying on limited APIs – this scraper provides a rich, structured dataset encompassing everything from basic contact details to nuanced customer sentiment and competitor activity. Whether you're exploring new markets, analyzing service quality, or building targeted lead lists, you can specify your search using keywords and locations, apply price and feature filters, or dive straight into specific business pages using their URLs or unique IDs. The tool handles the complexities of navigating Yelp's platform, ensuring you receive consistent, high-quality data. ### What Data You'll Receive The output includes core business details like names, addresses, phone numbers, and website links. You'll also get rich contextual data such as operating hours, historical information (like the year established), and detailed authoritative attributes (e.g., whether they offer free WiFi or allow dogs). For businesses with online ordering, you'll see the platforms they use. Beyond just business facts, the true value lies in the extensive review data. You'll receive overall ratings, a breakdown of star ratings, and the full text of individual reviews, complete with author details (name, location, review count, friend count) and feedback reactions (cool, funny, useful). The tool also provides review insights, breaking down positive, neutral, and critical sentiment, along with popular dishes and review highlights. This level of detail empowers you to conduct thorough sentiment analysis, track brand reputation, and identify emerging trends in customer preferences. Additionally, you can explore related businesses and collections, giving you a broader understanding of the competitive landscape and complementary services in any given area.

Key Capabilities

  • Business names, addresses, phone numbers, and website links
  • Geographic coordinates (latitude, longitude) and neighborhood information
  • Operating hours and year established
  • Detailed customer reviews, including text, rating, date, and author profiles
  • Overall star ratings and distribution of 1-5 star reviews
  • Review sentiment analysis (positive, neutral, critical percentages, topics)
  • Photos associated with businesses and reviews
  • Business specialties and authoritative attributes (e.g., 'Dogs Allowed', 'Free Wi-Fi')
  • Health inspection scores and dates (where available)
  • Information on related businesses and curated collections
  • Popular dishes and review highlights
  • Business owner profile details (biography, display name, role)
  • Market researchers gathering data on local business categories, pricing, and service offerings in specific geographical areas.
  • Marketing agencies building targeted lead lists for local businesses, enriched with contact details, service features, and customer sentiment.
  • Entrepreneurs and startups validating new business ideas by analyzing competitor services, customer feedback, and market gaps on Yelp.
  • Hospitality businesses monitoring their online reputation, analyzing customer reviews, and tracking competitor performance and popular dishes.
  • Real estate developers or urban planners researching local amenities and business landscapes for new projects or community assessments.
  • Data analysts performing sentiment analysis on customer reviews to identify trends, product/service strengths, and areas for improvement.
  • Sales teams identifying potential clients based on specific business features, review volume, or positive customer feedback.

Field Dictionary

How To Run This Extractor

1

Provide Yelp search result URLs, specific business page URLs, or unique Yelp Business IDs as your starting points.

2

Enter a city or area name if you are performing a search, and optionally select a Yelp regional domain.

3

Choose how to sort your search results (e.g., by 'recommended', 'rating', or 'review count') and specify the number of pages to crawl per search.

4

Apply optional filters such as desired price ranges or specific business features (like 'DogsAllowed' or 'WiFi.free').

5

Run the tool, and it will navigate Yelp, extract the specified business and review data, and compile it.

6

Download your comprehensive dataset containing business details, full reviews, sentiment insights, and related information.

Frequently Asked Questions

What technical skills are needed to use this tool?
None. The tool is designed for non-technical users. You only need to provide Yelp URLs or search parameters.
What formats can I export the data in?
Is using this tool compliant with data privacy regulations?
Can I use this for client work?
How does this tool handle Yelp's anti-scraping measures?
Can I schedule recurring data extractions?
How fresh is the data I receive?
What if I only need reviews for specific businesses, not entire search results?
Can I filter search results by specific business features, like 'Dogs Allowed' or 'Free Wi-Fi'?
What is the typical cost structure?