Yelp Scraper

What is Yelp Scraper?

Yelp Scraper is an automated data extraction tool specifically designed to batch collect business name, rating, review count, address, contact information, business hours, price range, facilities and services and other data from public Yelp business pages via business URLs. Using CoreClaw, you can obtain structured data without code, helping competitor analysis, market research and business intelligence collection.

• ✅ Business Basic Information - Automatically scrape basic information such as business name, overall rating, total review count, claim status
• ✅ Contact Information Extraction - Extract business website, phone number, address and other contact information
• ✅ Business and Service Information - Obtain business hours, facilities and services, provided service items and other detailed information
• ✅ Location Coordinate Data - Extract latitude and longitude coordinates, city, state/region, country, zip code and other geographic location information

What Data Can You Extract from Yelp Business Pages?

How to Scrape Yelp Business via Business URL?

CoreClaw Yelp Scraper handles proxy rotation, task scheduling, data standardization and final delivery in the background for you. In just a few minutes, you can get data through the following steps:

1. Create a free CoreClaw account using your email
2. Open the Yelp Scraper dashboard
3. Input Yelp business links
4. Click "Start" and let our cloud servers complete the scraping work
5. Download the dataset in JSON or CSV format

➡️ Input

Input the Yelp business links you want to scrape.

Example: https://www.yelp.com/biz/the-round-hearth-caf%C3%A9-and-marketplace-stowe?osq=Sandwiches

⬅️ Output

For easy viewing, output results are displayed in table and tab formats. You can choose to download results in CSV/JSON format. Below is an example of business information data scraped using business URLs:

Table Example

FAQ

What data can be obtained using the Yelp business information collection tool?

Through this collection tool, you can extract comprehensive business-related information from Yelp. If you need other additional information, please contact us.

Does this collection tool require programming knowledge? Is the operation process complex?

This collection tool requires absolutely no programming knowledge. We have designed an extremely user-friendly graphical operation interface for non-technical users. The entire operation process only involves clicking and basic information input, without writing any code. At the same time, we also provide comprehensive documentation materials for developers and technical professionals to support various advanced integration needs.

What formats can collection results be exported to?

You can export collection results to JSON, CSV and other structured data formats.

Is the returned data real-time data?

Yes. Each time the tool is called, it immediately scrapes the latest public data from Yelp, ensuring results are synchronized with platform data in real time, guaranteeing data timeliness.

Is the collection process stable and compliant?

We ensure the collection process is stable, compliant and controllable through multiple technical means. Our goal is to provide you with safe, sustainable data acquisition services, not one-time data retrieval.