Yelp Reviews Scraper

What is Yelp Reviews Scraper?

Yelp Reviews Scraper is an automated data extraction tool specifically designed to batch collect review author, rating, date, review text, images, interaction feedback and other data from public Yelp business pages via business URLs. Using CoreClaw, you can obtain structured data without code, helping competitor analysis, reputation research and market research.

• ✅ Review Author Information - Automatically scrape reviewer name, avatar, elite status, check-in status and other user information
• ✅ Rating and Date - Extract review star rating, publication date, review sorting position and other key data
• ✅ Review Content Acquisition - Obtain complete review text, images, other user interaction feedback
• ✅ Business Information Extraction - Extract reviewed business name, business page link and other related information

What Data Can You Extract from Yelp Reviews?

How to Scrape Yelp Reviews via Business URL?

CoreClaw Yelp Reviews 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 Reviews Scraper dashboard
3. Input Yelp business page links
4. Set filter criteria (sorting method, whether to include non-recommended reviews, etc.)
5. Click "Start" and let our cloud servers complete the scraping work
6. Download the dataset in JSON or CSV format

➡️ Input

Input the Yelp business page links you want to scrape. You can add single business links or set filter criteria.

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 review data scraped using business URLs:

Table Example

FAQ

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

Through this collection tool, you can extract comprehensive review-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 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.

Is the collection process stable and compliant?

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