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Welcome to Unwrangle Web Scraping API. Our services allows users to scrape structured data from popular marketplaces without dealing with the challenges of bypassing bot protection or writing and maintaining selectors manually.

Our API is capable of returning search results, product data pages and customer reviews in a standardised structured JSON in real-time.

Run in Postman

Types of Web Scrapers

  1. Search - these scrapers are designed to help you extract the search results pages of popular e-commerce marketplaces

  2. Product details - these scrapers are used to extract more attributes for a single product using its URL

  3. Reviews - these scrapers are designed to help you extract the customer reviews for any product also with its URL

Supported Platforms

Name Search Product Reviews
Amazon ✅ ✅ ✅
BestBuy ✅ ✅ ✅
Home Depot ✅ ✅ ✅
Costco ✅ ✅ ✅
Target ✅ ✅ ✅
Walmart ✅
Shopee ✅ ✅
Yelp ✅

To get your API key and purchase credits please sign up with your email here or contact us at

General Usage

The following API endpoint allows you to scrape data from the platforms listed above.


If you have any questions regarding our API or documentation, please contact us at