Yelp Web Scraper

What is Yelp Web Scraper?

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

• ✅ Category Precise Search - Quickly locate target businesses through industry categories
• ✅ Region Targeted Collection - Support city-level geographic filtering
• ✅ Business Basic Information - Automatically scrape business name, overall rating, total review count, claim status, etc.
• ✅ 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 Data via Search Filters?

CoreClaw Yelp Web 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 Web Scraper dashboard
3. Select target category
4. Input target location
5. Set maximum pages for business search results
6. Click "Start" and let our cloud servers complete the scraping work
7. Download the dataset in JSON or CSV format

➡️ Input

Input the Yelp category and location you want to search for.

Category Example: Restaurants, hotels, medical institutions, shopping centers, etc.

Location Example: New York, NY, Los Angeles, CA, San Francisco, CA, etc.

⬅️ 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 search filters:

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 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 interface for non-technical users. The entire operation process only involves three simple steps:

1. Select your preferred collection method (such as via URL) and input necessary information
2. Click the "Start" button, and the system will automatically run the collection task
3. After the task is completed, just click the "Export" button to download the structured collection result file

The entire operation process only involves clicking and basic information input, without writing any code.

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, without relying on any cache, guaranteeing data timeliness.

Is the collection process stable and compliant?

We ensure the collection process is stable and compliant through multiple technical measures.