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Yelp Business Overview By Business URL

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Maintained by CafeScraper
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Our Yelp business profile collection tool enables one-click automated data collection, transforming scattered platform information into structured data sets. This tool captures core business information through merchant page links, and provides export functions in various formats such as JSON and CSV.

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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 has checked in at the business, the name of the reviewed business, the URL or link to the business page, indicators of whether the reviewer holds Elite status, contact information, 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. At the same time, we provide comprehensive documentation for developers and technical professionals to support advanced integration needs.

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:

  1. 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.
  2. Intelligent Scheduling: Our 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.
  3. 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
yelp_biz_id The Yelp business ID associated with the business Text
name The name of the business Text
updates_from_business Updates or information provided by the business Array
overall_rating The overall rating of the business Number
reviews_count The total number of reviews for the business Number
is_claimed Indicates whether the business has been claimed on Yelp (boolean: True/False) Boolean
categories Categories or tags associated with the business Array
website The website URL of the business Text
phone_number The contact phone number for the business Text
opening_hours The business's operating hours Object
address The street address of the business Object
amenities Amenities or features offered by the business Array
about_the_business Information or description about the business Text
highlights Highlighted features or offerings of the business Array
services_offered The services offered by the business Array
URL The URL or link to the business page url
price_range The price range associated with the business:
- $Inexpensive (usually under $10 per person)
- $$Moderate (approximately $11–$30 per person)
- $$$Pricey (approximately $31–$60 per person)
- $$$$Very expensive (over $61 per person)
Text
latitude The latitude coordinate of the business location Number
longitude The longitude coordinate of the business location Number
service_area The geographic area or region served by the business Text
city The city in which the business is located Text
state The state or region in which the business is located Text
country The country in which the business is located Text
zip_code The zip code of the business location Text
images_videos_urls URLs of images or videos associated with the business Array
is_closed Indicates whether the business is closed (boolean: True/False) Boolean

Input

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