Ecommerce APIGet search results, product listings, pricing and customer reviews

Scrape public data from Sam's Club instantly with an API call

Sam's Club APIs

Explore our collection of Sam's Club data extraction APIs

Extract structured data from Sam's Club with our real-time API

Extract structured data from Sam's Club with our real-time API

Extract structured data from Sam's Club with our real-time API

Machine Learning: Train your models with recent reviews from the real world that are relevant to your application.
Market Research: Identify macro and micro trends across product categories with verified purchase reviews.
Reputation Monitoring: Keep track of what your customers are saying about your products and business locations.
Alternative Data: Use online reviews as a measure to estimate customer sentiment towards a brand or company.

Use APIs for real-time scraping and Scrapers for asynchronous extraction
Get access to structured data in real-time. No need to worry about blocking mechanisms and anti-bot tech.
Our data APIs are ready to use, there is no need for configuring your parser for attributes and selectors.
Simple pricing, pay per successful result only. Say goodbye to being charged for failed requests.

Our APIs make it easier to extract data from a variety of marketplaces and local business listing sites
Get details like product name, url, thumbnail, pricing, model number, stock status and more with our search API
Extract more information using product urls with our product detail and reviews APIs
Special attributes like search suggestions, sales numbers, bestseller ranks and more available on certain platforms

Can't find the answer you're looking for?
Write to us with your questions.

Why scrape ecommerce data?: Ecommerce marketplaces publish products listings for all industries. They update search results, inventory and pricing in real-time and also gather market feedback via reviews. Unwrangle's APIs enable you to extract this data so that you can track your brand's search visbility, competition, prices and offers, feedback and identify signals that supplement your business intelligence and market research.
How do API credits work?: Each request costs 1 credit. Requests to the Unblock API with premium_proxy=true deducts 2 credits. We've kept this simple and more honest compared to other providers to keep the pricing transparent and make our product more cost effective and user friendly. If you're using Scrapers, each record in the results costs 1 credit.
What is your pricing?: Subscription plans details can be found below. Pricing starts at $99 per month. Please have a look at our docs to know more about how credits are deducted.
What platforms do you support?: We support popular platforms like Amazon (USA, UK, Canada, Germany, etc), Target, Costco, Sam's Club, Lowes, Build.com and more. View entire list here. Don't see the platform of your interest? Write to us at sales@unwrangle.com.

Monthly subscription plans. Cancel anytime.

Perfect for developers starting out with web data extraction

$99 /mo

A plan for businesses looking to extract data at scale

$249 /mo

For businesses looking to supercharge their research activities

$499 /mo

A plan for enterprises looking to extract data at scale

$999 /mo