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5 ways

Why to Scrape Walmart.com Reviews

Reviews have become vital for shoppers since 95% of online shoppers check them before deciding to buy.

95% of shoppers read reviews before making a purchase

Ecommerce businesses today need to collect genuine customer feedback to succeed. 

Reviews on Walmart.com act as your most effective tool to build your online business. 

Walmart marketplace reaches millions of shoppers for daily goods and specialty items so businesses find unique ways to reach vast customers. 

Reviews work better for growth when you understand how to use them properly. Through this post we shall analyze five strategies to use Walmart.com reviews for stronger Ecommerce growth. 

Let’s dive into the details!

What is Walmart.com?

Walmart.com is the online retail platform for Walmart, a leading global omnichannel retailer. 

walmart.com homepage

The website helps customers explore all different product types from grocery items to electronics through clothing and household supplies. 

Walmart runs 3,989 stores and clubs worldwide while Walmart.com serves 100 million monthly website visitors with busiest periods during the holidays. 

With such huge monthly visits and customers, the number of reviews Walmart​ has to offer is insane. Take the example of this Samsung Smart TV, which has over 200 reviews​ from customers:

Over 200 reviews on Samsung Smart TV

Of those 200 product reviews, just imagine how much insight you can get. Insane right? 

That’s why Walmart is a goldmine.

Now, let’s talk about Walmart Scraping. If you don’t know what that means, don’t worry—we’ll start from the ground up.

What Does Web Scraping Walmart Mean?

Web scraping helps users extract website content quickly with automatic tools instead of manual operations. 

Now, when scraping Walmart.com, you can effortlessly extract complete product information with prices and feedback collections.

This data can be analyzed to:

  • Monitor Pricing Trends: See how competitors adjust their pricing plans over time.
  • Analyze Customer Feedback: Discover customer feelings about products through individual analysis.
  • Identify Market Gaps: Find out successful product ideas that companies should launch as soon as possible.

If you’re interested in learning more about web scraping in general, here’s a comprehensive guide to get you started:

What Review Data Can You Get From Walmart Scraping?

The data you can extract from Walmart is endless; here’s a sneak peek:

  • Product URL
  • Product Name
  • Review Title
  • Review Text
  • Review Rating
  • Review Date
  • Author
  • Positive Feedback Count
  • Negative Feedback Count
  • Review Comments
  • Review ID
 

Now, you may be wondering;

Is It Legal to Scrape Walmart?

Everyone wants to know this secret. 

Extracting data from Walmart opens amazing opportunities but needs tight control since it can violate legal boundaries. 

Here’s the deal: Although scraping Walmart’s data is legal, certain rules should be followed. 

The platform even started blocking any scraping activity by using a third-party service four years ago (sad times!).

walmart using a third party service to block scraping

Just like most websites, Walmart has terms of service that govern how their site can be used. 

walmarts terms of service on scraping
ActionLegal/Illegal?Why?
Scraping public dataLegal (with limitations)As long as it doesn’t violate Walmart’s terms or overwhelm their servers.
Using data for personal analysisLegalIf it’s for your own insight and not distributed.
Selling scraped dataIllegalUsing scraped data for profit without permission is a no-go.
Overloading Walmart’s serversIllegalScraping in a way that affects Walmart’s performance is a clear violation.

In short, it’s all about respecting Walmart’s terms of service, using the data responsibly, and avoiding harm to the platform. Keep it ethical, and you’re golden.

The Best Tools To Scrape Walmart For Reviews

While Walmart already has a filtering option for customer ratings, the results can still be overwhelming;

walmart customer rating feature

That’s why you need the “right tool”—not just any tool. You need one that guarantees efficiency, accuracy, and compliance.

That’s where a specialized Walmart reviews scraper comes in.

But which one should you use?

To get the most out of your scraping efforts, make sure your tool offers these essential features:

  • Legal Compliance: Ensure the tool respects Walmart’s terms of service to avoid any legal issues.
  • Comprehensive Data Extraction: Get all product information along with review scores and user feedback.
  • User-Friendly Interface: Functions intuitively without the need for coding knowledge.
  • Filter-Based Scraping: Target your scraping by selecting targeted product listings.
  • Multiple Output Formats: Export your data in CSV JSON and Excel formats for smooth analysis and integration.

Because selecting a scraper proves tricky we have created this complete guide to assist you in picking the ideal tool,

Now, regarding the non-negotiable features above, one tool that ticks all these boxes is Scrapelead’s Walmart Reviews Scraper

Walmart Reviews Scraper

Here’s why it’s a standout:

  • It captures customer reviews, ratings, and sentiment on Walmart products.
  • It has customizable features that focus on specific review scores, product categories, or customer feedback.
  • You can schedule scraping tasks to keep your dataset fresh every time.
  • Data can be exported from the scraper in your favorite format, making it easy to analyze the reviews.

Here’s how to use the Walmart Reviews Scraper:

  • Sign Up: Create an account on Scrapelead.
  • Enter URL: Paste the Walmart product page URL you want to scrape.
  • Press RUN: To start the scraper
  • Export Data: Download the reviews in your favorite format for easy analysis.

Advantages ✅

  • User-Friendly: Anyone can start scraping without special technical knowledge.
  • Comprehensive Review Data: Get complete product review information from users alongside their rating results.
  • Automated: The tool will handle all the work so you can save time.
  • Export Flexibility: Our platform supports different data file types and connects directly to your existing analysis tools.
  • Support: You receive prompt help from our support team anytime you need it.

Disadvantages ❌

You need a stable Internet Connection when working on the scraper

But:

Why Choose Scrapelead?

  • We offer 1000 free credits to help new users try out its functions before they start dripping.
  • Our support team stands ready to help you around the clock.
  • Scrapelead offers specialized data collection tools to work across multiple Ecommerce platforms.
  • You can gather necessary data without needing to write code or know programming.
  • You can quickly put data into Google Sheets for enhanced analysis because the system connects easily.

Now, here are:

5 Ways Walmart.com Reviews Can Grow Your Ecommerce Business

When customers read Walmart.com reviews they develop trust in your ecommerce business. 

Having reviews helps you display product value to shoppers and promotes greater marketing effectiveness, plus fosters innovation. 

Here’s how to use each of these strategies

1. Build Customer Trust and Loyalty  

When customers give good reviews about your brand it tells potential buyers that you supply what you promise. 

Positive reviews act as social proof

Your customers will stay devoted to you and keep buying with trust in your business. 

How to Implement:  

  • Encourage Reviews: Have your pleased customers share their Walmart buying experience on the platform. 
  • The reviews also improve your SEO ranking:  
SEO hack for businesses

SEO hack for businesses

  • Respond to Feedback: Follow up with customers properly even when they post negative or positive feedback. 
  • Act immediately on customer requests to prove your best customer service standards.
  • Showcase Reviews: Put top-rated reviews in front of your customers to help them believe in your products faster. 
positive reviews on your product pages and marketing materials

Display excellent customer reviews beside your product listings and marketing items. 

2. Show Customers What Makes Your Product Different  

When customers provide feedback, they indicate what product features work best, which allows you to compete more effectively with other brands. 

Customer reviews showing specific features or benefits

How to Implement:  

  • Analyze Reviews: Observing routine customer feedback helps you find essential product features. 
  • Update Listings: Give your product page important details and names to help buyers locate your items. 
  • Create Marketing Content: Produce blogs, articles and videos explaining what makes your product stand out from others. 

3. Engage Customers and Foster Relationships  

Talking directly with customers through reviews can help your business earn loyal fans who remain regular customers and refer your services to others. 

How to Implement:  

  • Prompt for Reviews: Allow users to produce realistic reviews with a prompted simple feedback system. 
  • Respond to Reviews: Interact with customers by responding to what they say and answering their queries. 
  • Build a Community: Use reviews as moments to communicate with customers about your business and earn their ongoing trust. 


Here are simple but effective tips from a Sales Strategist on Reddit to get customers to leave you those reviews: 

how to get your customers to leave a review
4. Boost Marketing Campaigns with Review Insights  

When customers share their opinions about purchases they give you important information about what they want and feel which helps you create better marketing plans. 

 

How to Implement:  

tools that perform sentiment analysis on reviews
  • Incorporate Keywords: Include review terms that customers use often when you market your products to reach more people. 
  • Tailor Campaigns: Create marketing plans that solve typical customer problems and explain the product’s main advantages. 

5. Innovate and Stay Ahead of Competitors  

Customer feedback reveals what products to develop next and how to improve existing ones. 

How to Implement:  

  • Monitor Trends: Examine customer feedback regularly to spot market shifts and customer wants that companies have yet to address. 
  • Iterate Products: Use customer feedback to plan product updates or new features. 
  • Stay Competitive: Respond quickly to changing customer needs to stay ahead of market rivals.

Best Practices To Consider While Walmart Scraping

Here are some best practices to follow while scraping Walmart to scrape ethically and efficiently:

  1. Always Respect Walmart’s Terms of Service: Review the rules Walmart sets in its service terms. 

    Walmart maintains its legal status through proper terms of service management.

  2. Control Scraping Frequency: Large scrapes at once will harm the site loading times

    Scraping more data at once slows down the site and increases the possibility of getting blocked. Put waiting spaces in between your data fetch requests.

  3. Use Proxy Rotation: Add rotating proxies to avoid detection and stay concealed when you access Walmart online.
  4. Extract Data Responsibly: Stick to privacy rules while gathering data because Walmart only allows scraping when they give permission.

 

Let’s Wrap It Up

Walmart.com reviews serve as more than basic feedback. They help you achieve better ecommerce results in your business. 

Even when users feel hesitant to write reviews, they will respond favorably to gentle prompts.

Share their experiences, just like Yashraj Sharma did on X, to celebrate their feedback and inspire others to share their thoughts too.

Yashraj Showcasing Customer Reviews on X

By effectively leveraging reviews—both on Walmart and across social platforms—you can build trust, foster engagement, and set your business apart. 

So don’t just collect reviews; showcase them, celebrate them, and let them drive your growth story!

To help your business succeed, start using Scrapelead today and turn customer insights into Ecommerce success!

DON’T HESITATE…

FAQ

Using Walmart Scraping, you can collect essential business information about customers’ choices, market changes, and rival plans, which helps you make smart ecommerce choices.

You can scrape public Walmart data if you follow their user terms and keep your usage within their guidelines.

The Walmart Reviews Scraper from Scrapelead delivers automated results that fully comply with the law. You can also set your own extraction rules and save outputs for analysis.

Our tool grabs all review information, including titles, ratings, comments, and customer feedback, to show you why buyers make their choices.

Ready to start scraping?

Get started with 1000 free credits or contact sales

Get Started For Free

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