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Walmart Scraping Teardown

Walmart
Scraping Teardown

Find out everything you need to know to reliably scrape Walmart,
including scraping guides, Github Repos, proxy performance and more.

Walmart Web Scraping Overview

Walmart implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Walmart is a global multichannel retailer with a comprehensive product catalog ranging from groceries to electronics. Hence, it's a popular choice among web scrapers for extracting product data, shopper reviews, and price information. Walmart incorporates certain anti-scraping mechanisms such as irregular page structure changes and CAPTCHA challenges to combat non-human traffic.

Preliminary research reveals that Walmart employs dynamic CSS classes that add a layer of complexity in targeting web elements, making it moderately difficult for scraping via parsing. To effectively scrape Walmart, it would need an understanding of javascript and automation tools such as Selenium or Puppeteer to handle the dynamic contents. From an access perspective, data is openly accessible and doesn't seem to require specific proxies, though rotating IPs can reduce the chances of getting blocked.

9 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

8.5 / 10

Scraping Popularity
The popularity score indicates how widely the website is targeted for scraping.

Walmart Anti-Bots

Anti-scraping systems used by Walmart to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Walmart Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Available
Free API

API Description

Walmart, one of the leading multinational retail corporations, provides a public API primarily designed to serve affiliate partners. The API includes services such as product search, product lookup, and taxonomy, making it ideal for developers looking for specific product information including images, sales price, and customer ratings.However, this API is not exhaustive and does not offer access to all the data available on Walmart's website like transaction data or user activity data. Hence, to extract such information, web scraping is often employed as a complementary approach.

Access Requirements

To access the Walmart API, developers need to sign up for an affiliate account. However, not all requests may be granted access especially if they do not meet Walmart's specific affiliate prerequisites.

API Data Available

Why People Use Web Scraping?

Although Walmart provides a public API for developers, it covers primarily product-related data for affiliate partners. Unfortunately, it's not as comprehensive and does not offer access to several probable data types that developers might be interested in, such as transaction data, user-specific data, and user behavior data among others.This limitation causes developers to resort to web scraping — a technique used to extract data directly from websites — to access a broader range of information from Walmart's website. Web scraping therefore complements the use of the public API by providing a way to extract additional data that isn't otherwise accessible through the API.

Walmart Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Walmart has not been involved in any known legal disputes related to web scraping.

Found 0 lawsuits

Walmart Github Repos

Find the best open-source scrapers for Walmart on Github. Clone them and start scraping straight away.

Language
Code Level
Stars

Sorry, there is no github repo available.

Walmart Web Scraping Articles

Find the best web scraping articles for Walmart. Learn how to get started scraping Walmart.

Language
Code Level

Sorry, there is no article available.

Walmart Web Scraping Videos

Find the best web scraping videos for Walmart. Learn how to get started scraping Walmart.

Language
Code Level

Sorry, there is no video available.