How to Use a Walmart Scraper to Collect Valuable Data

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Walmart is a major player in retail and e-commerce. It stays ahead of the curve by constantly updating its online offerings to keep up with the competition.


With its wide range of products online, accessing Walmart's database can be extremely beneficial.


This can help with market research, price tracking, or italy number dataset consumer insights for your business.


However, you can only access Walmart data if you know how to scrape their website.


In this guide, we’ll show you how to use a Walmart scraper to extract product details from the website. We cover both no-code tools and Python-based approaches.


But first, let's check if Walmart allows web scraping.


Is Walmart scraping legal?
Before using a Walmart scraper, it’s essential to know Walmart’s stance on web scraping. Their Terms of Use make it clear: you may not use automated tools like robots or spiders to scrape data from Walmart without seeking approval from the platform.


Unlike other sites, Walmart takes this rule seriously. The platform is known for efficiently detecting bots and enforcing them with the infamous " Robot or Human? " CAPTCHA.


How to Use a Walmart Scraper to Collect Valuable Data


Using this and other anti-bot strategies, the site makes it extremely difficult for Walmart bots to invade.


Walmart says that in November 2020, the site successfully blocked more than 20 million bot attempts within the first 30 minutes of a special event.


Despite such an efficient bot detection system, there are workarounds for perfect web scraping from Walmart or any other platform.


The approaches we use below are equipped with measures to deal with these problems.


Two approaches to a Walmart scraper
There are two main web scraping techniques for extracting data from any platform. You can use no-code scrapers or you can write a scraping script from scratch using a programming language.


Our guide will help you learn both methods. We’ll show you how to use a Walmart scraper without code and how to program a Walmart bot using code. Let’s get started.


Walmart Scraper Without Code

Why reinvent the wheel and code a script when there are plenty of easy-to-use scrapers available to get the job done? Let’s see how it’s done.


Step 1: Select a Walmart Scraper Tool

Start by choosing a suitable Walmart scraper tool. There are several tools available, but for this tutorial, we’ll use Apify’s popular Walmart scraper. This tool is available online and offers a free trial with no credit card required.


How to Use a Walmart Scraper to Collect Valuable Data


Simply go to Apify's Walmart scraper page and click "Try it for free".


Step 2: Create your account

Clicking “Try for free” will redirect you to a sign-up page. Here, you can create an account using your email or by connecting to platforms like Gmail or GitHub for a quick setup.

How to Use a Walmart Scraper to Collect Valuable Data

After signing up, you’ll be taken to the Walmart scraper dashboard where you can start setting up your Walmart scraping project.


How to Use a Walmart Scraper to Collect Valuable Data


Step 3: Choose your scraping method

This Apify scraper offers two ways to scrape data from Walmart. You can scrape data by:

Pasting URLs: Walmart Category List URLs or Product Page URLs


Searching a keyword: Apify will scrape the search results page for that keyword


How to Use a Walmart Scraper to Collect Valuable Data


In this tutorial, we will scrape data by pasting URLs from Walmart's website. For the demonstration, we use Walmart's category list for men's clothing .