Scrape Sam's Club Reviews API

Get ratings and reviews for products on Sam's Club in structured JSON

Popular Use Cases

Use Cases

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.

On demand access to quality data

  • 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.
Inbox user interface

Standard JSON format for all platforms

  • 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
Customer profile user interface

Frequently asked questions

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Why should I scrape reviews?
Review data is an invaluable dataset for gathering business intelligence. Tracking reviews/responses for bulk listings, aggregating product feedback for analyses, studying competitors are a few simple applications. Check out our blog to learn more about how organisations are using review data.
How do I sign up?
You can start with a free trial here. If you would like to get in touch with sales to help you get started, enter your email above contact us at
What is your pricing?
We currently offer a pay-as-you-go model wherein 10,000 API credits cost $10 USD. Subscription plans details can be found here. Follow the link above to learn more about how API credits are deducted.
What platforms do you support?
We support popular platforms like Amazon (USA, UK, Canada, Germany, etc), Walmart, Costco, AliExpress eBay, Yelp, and more. We're adding support for new platforms every 2 weeks. View entire list here.

Pricing Plans

Monthly subscriptions and pay-as-you-use credits available for purchase.

Pay as you use

Purchase 10,000 non-expiring credits for $10.00


Perfect for brands starting out with alternative data.

$70 /mo

Sign Up

What's included

  • 100,000 monthly credits
  • $10/ 10k extra credits
  • 45 days storage
  • Shared queue
  • Email support


A plan for businesses finding trends in their niche

$200 /mo

Sign Up

What's included

  • 500,000 monthly credits
  • $8/ 10k extra credits
  • 45 days storage
  • Shared queue
  • Email support


For businesses looking to supercharge thier research activities

$400 /mo

Sign Up

What's included

  • 1,250,000 monthly credits
  • $6/ 10k extra credits
  • 45 days storage
  • Shared queue
  • Email support


A plan for enterprises looking to extract data at scale

$750 /mo

Sign Up

What's included

  • 2,500,000 monthly credits
  • $6/ 10k extra credits
  • 45 days storage
  • Dedicated queue
  • Phone support