Back to all Stores

Yelp Business Reviews By Business URL

01KEHB649QQB685CJW5B5C2CB5
Maintained by CafeScraper
Try for free
Yelp Business Review Scraper automates bulk collection of business reviews, transforming scattered content into structured datasets. Through Business URL, obtain review data including author, rating, date, and full text. Results export in multiple formats.

Learn More

What data can be obtained using the Yelp Business Reviews Scraper?

Using this scraper, you can extract comprehensive review-related information from Yelp, including the author or user who wrote the review, the reviewer’s rating, the date the review was posted, the full text of the review, associated images, reactions from other users, replies or responses to the review, the review’s sequence or position among others for the same business, indicators of whether the reviewer holds Elite status, indicators of whether the reviewer has checked in at the business, the name of the reviewed business, the URL or link to the business page, and whether the review includes a recommendation. If you require additional information, please contact us.

Does this scraper require programming knowledge? Is the operation process complex?

This scraper requires no programming knowledge whatsoever. We have designed an extremely user-friendly graphical interface for non-technical users, involving just three simple steps:

  1. Select your preferred scraping method (e.g., via URL) and input the necessary information (e.g., URL).
  2. Click the "Start" button, and the system will run automatically.
  3. Once the task is complete, simply click the "Export" button to download the structured file.

The entire process involves only clicks and basic input—no coding is required.

In what formats can scraping results be exported?

You can export results in structured formats such as JSON, CSV.

Is the data returned real-time?

Yes, each call instantly scrapes the latest public data from Yelp, ensuring results remain synchronized with the platform without relying on any caching, thereby guaranteeing data timeliness.

Is the scraping process stable and compliant?

We ensure the scraping process is stable, compliant, and responsible through multiple technical measures:

  • Compliance with Rules: Our crawler logic strictly adheres to Yelp’s robots.txt protocol and simulates normal user access behaviors to avoid any adverse impact on Yelp’s servers.
  • Intelligent Scheduling: The system employs techniques such as IP address rotation and random request delays to effectively circumvent anti-scraping mechanisms, significantly reducing the risk of being blocked.
  • Ongoing Maintenance: Our professional team continuously monitors changes in Yelp’s page structures and promptly updates scraping algorithms to maintain long-term service stability.

Our goal is to provide you with secure, sustainable data access rather than one-off retrievals.

Dictionary

Column Name Description Data Type
business_id A unique identifier for the business Text
Review_author The author or user who wrote the review Object
Rating The rating given by the reviewer Number
Date The date when the review was posted Date
Content The textual content of the review Text
Review_image An image associated with the review Array
Reactions Reactions received from other users on the review Array
Replies Replies or responses to the review Array
review_order The order or sequence of the review among others for the same business Number
Elite_status Indicates whether the author of the review has elite status Text
check_in_status Indicates whether the author checked in at the business Text
business_name The name of the business being reviewed Text
url The URL or link to the business page Url
recommended_review Is it recommended Boolean
profile_pic_url - Url
review_id - Text
date_iso_format - Date

Input

Yelp Business URL business_url Required Text
Description: This parameter is used to specify the Yelp business URL to be crawled.

Unrecommended Reviews unrecommended_reviews Optional Object
Description: This parameter is used to specify whether to capture unrecommended comments.
Parameter Value: yes no

Yelp Sort by sort_by Optional Object
Description: This parameter is used to specify the sorting method for capturing comments.
Parameter Value: DATE_DESCRELEVANCE_DESC

Max review pages review_page_turning Optional Number
Description: This parameter is used to specify the maximum number of pages for crawling merchant reviews.