LAGIC
Lead Audience Growth Intelligence Computing
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Fast Yelp Reviews Scraper API | Extract Review Text & Ratings — Yelp | Lagic

Built For

Extract Yelp reviews, ratings, and user data for any business.

Curated by Lagic·Verified working

Configure Agent

URLs to start with. It should be place URL

Place IDs to start with.

Sorts reviews by the given option.

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

1,300 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

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

Sample Data Preview

Full review textStar rating (1-5)Date the review was publishedReaction counts (Cool, Funny, Useful)Reviewer's name, location, and profile URLReviewer's friend, photo, and total review counts
Value...Value...2026-04-05756https://...239
Value...Value...2026-04-05441https://...182
..................
Exports as:CSVXLSXJSON

Overview

Get raw text, star ratings, and reviewer details from any Yelp business page. Use this data for sentiment analysis, competitor research, or tracking brand reputation.

This tool provides a direct way to gather all the reviews for any local business on Yelp. Instead of manually copying and pasting, you can supply a list of Yelp business URLs and get back structured data for every review. The output is designed for analysis. You get the full review text, the star rating (from 1 to 5), and the date it was published. It also captures data about the person who wrote the review, including their name, location, and how many friends, photos, and other reviews they have on the platform. This helps you distinguish between feedback from seasoned reviewers and new accounts. ### Who is this for? - **Marketing & SEO Agencies:** Track client reputation, perform competitor analysis, and find keywords customers use to describe services. - **Franchise & Multi-Location Businesses:** Compare customer sentiment and service quality across different stores or regions. - **Market Researchers:** Collect qualitative data on consumer experiences with local businesses. - **Business Owners:** Monitor customer feedback to identify strengths and areas for operational improvement.

Key Capabilities

  • Full review text
  • Star rating (1-5)
  • Date the review was published
  • Reaction counts (Cool, Funny, Useful)
  • Reviewer's name, location, and profile URL
  • Reviewer's friend, photo, and total review counts
  • Photos attached to the review, with captions
  • Direct URL to the specific review
  • Sentiment Analysis: Feed review text into natural language processing (NLP) tools to quantify customer sentiment and track it over time.
  • Competitor Benchmarking: Scrape reviews for your top 3 competitors to identify their strengths, weaknesses, and common customer complaints.
  • Operational Improvement: Filter for 1 and 2-star reviews to find recurring issues with service, products, or staff that need addressing.
  • User-Generated Content (UGC) Sourcing: Identify positive reviews and associated user photos that could be featured in marketing materials (with permission).
  • Local SEO Research: Analyze review text to discover the specific keywords and phrases customers use when describing a business's services.
  • Identify Brand Advocates: Find reviewers who consistently leave positive feedback and have a high number of reviews or friends, indicating influence on the platform.
  • Track Performance Across Locations: For a chain or franchise, gather reviews for all locations to compare average ratings and spot underperforming branches.

Field Dictionary

How To Run This Extractor

1

Find the Yelp business pages you want to analyze.

2

Paste the page URLs or Place IDs into the 'Start URLs' or 'Place IDs' field.

3

Select how you want the reviews to be sorted, such as 'Newest' or 'Highest Rating'.

4

Specify the maximum number of reviews you want to pull per business.

5

Run the tool and download your data as a CSV, JSON, or Excel file.

Frequently Asked Questions

Do I need to know how to code?
No, this tool is operated through a user interface. You just need the Yelp business URLs you want to target.
What's the difference between using a 'Start URL' and a 'Place ID'?
Can I sort the reviews before extracting them?
Does this tool get the photos people post with their reviews?
Can I get information about the person who wrote the review?
What format does the data come in?
Is it legal to scrape Yelp reviews?
How many reviews can I extract at once?
Can I use this for client work at my agency?
How current is the data?