
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.
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
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 Web Scraping Legality
Understand the legal considerations before scraping Walmart. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Scraping Amazon.com presents legal risks due to strict terms of service and anti-scraping policies. The website's terms explicitly prohibit automated data extraction, and Amazon has a history of taking legal action against scrapers under laws like the Computer Fraud and Abuse Act (CFAA). Key risks include potential IP bans, cease-and-desist letters, and legal liability for breaching terms. To stay compliant, scrapers should review the robots.txt file, avoid collecting personal or copyrighted data, respect rate limits, and consider using publicly available APIs where possible.
Walmart Robots.txt
Does Walmart robot.txt permit web scraping?
Summary
Walmart's robots.txt has put several instructions for web crawlers into place. There are signs of the Disallow: directive for a large amount of the website's URLs, limiting the accessibility for potential web scraping techniques. URL paths such as user, cart, account, easyreorder, cp, checkout, and search are amongst the disallowed paths for all user agents that would be considered non-essential to the website's functionality. This implies that scraping certain important parts of Walmart's website – primarily the ones associated with user information, search results, and transaction details – could prove to be a challenge. However, there are certain exceptions to these restrictions. User agents that have been whitelisted are allowed access to otherwise disallowed paths. This means that if a web scraper is able to legally and ethically gain access to this set of well-behaved 'bots', they can still gather information from the important parts of Walmart's platform.
Walmart Terms & Conditions
Does Walmart Terms & Conditions permit web scraping?
Summary
Walmart's terms and conditions clearly state that the use of any automated methods of data collection, which includes web scraping, is prohibited unless explicit permission is granted. For example, the text states "You agree and consent to not use any automated means of accessing or collecting information from the Site, including without limitation to, robots, spiders, scripts, or any scraping tools." This is a clear indication that Walmart does not allow unrestricted automated access to their website data.
However, Walmart outlines certain exceptions. For instance, access to some forms of data is allowed for partners, or those who have received explicit permission from Walmart. "You agree to not access the Site... unless expressly authorized by us and then only to access, download, or print for your personal use or to your customer(s) and potential customer(s) authorized and permitted use". Therefore, permission-based scraping seems to be the only viable method of data acquisition from their site.
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.
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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.
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Walmart Web Scraping Videos
Find the best web scraping videos for Walmart. Learn how to get started scraping Walmart.