Walmart Reviews Scraper

Walmart Reviews Scraper

by tri_angle

Need real customer feedback from Walmart? This scraper pulls product reviews directly from Walmart.com and Walmart.ca using a simple search URL. It’s ...

172,956 runs
348 users
Try This Actor

Opens on Apify.com

About Walmart Reviews Scraper

Need real customer feedback from Walmart? This scraper pulls product reviews directly from Walmart.com and Walmart.ca using a simple search URL. It’s the straightforward way to gather ratings, review text, and customer details for any product listing. I use it for market research and price monitoring—it saves hours of manual work. Just paste the product or search page URL, and it extracts the data into a clean, structured format like JSON or CSV. Perfect for analyzing sentiment, tracking competitor products, or building a dataset for training models. The tool handles pagination automatically, so you get all the reviews, not just the first page. It’s reliable for both the US and Canadian Walmart sites. If you’ve ever needed to collect e-commerce review data at scale without getting blocked, this scraper does the job simply and effectively.

What does this actor do?

Walmart Reviews Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.

Key Features

  • Cloud-based execution - no local setup required
  • Scalable infrastructure for large-scale operations
  • API access for integration with your applications
  • Built-in proxy rotation and anti-blocking measures
  • Scheduled runs and webhooks for automation

How to Use

  1. Click "Try This Actor" to open it on Apify
  2. Create a free Apify account if you don't have one
  3. Configure the input parameters as needed
  4. Run the actor and download your results

Documentation

What does Walmart Product Review Scraper do? Walmart Product Review Scraper will enable you to gather product review data from Walmart.com and Walmart.ca swiftly. Walmart Product Review Scraper can scrape: - productUrl - review title - review text - ratings - and more ## Why scrape Walmart? Walmart has millions of users and is a great source of data for e-commerce businesses, market research, and competitive analysis. Here are just some of the ways you could use that data: - Monitor customer sentiment towards specific products - Analyze trends in product reviews - Compare product ratings across competitors - Improve product offerings based on customer feedback If you would like more inspiration on how scraping Walmart could help your business or organization, check out our e-commerce industry page. ## How to scrape Walmart It's easy to scrape Walmart with Walmart Product Review Scraper. Just follow these few steps and you'll get your data in a few minutes. 1. Click on Try for free. 2. Enter the search URL for the products you want to scrape reviews from. 3. Click on Run. 4. When Walmart Product Review Scraper has finished, preview or download your data from the Dataset tab. ## How much will it cost to scrape Walmart? Apify gives you $5 free usage credits every month on the Apify Free plan. You can get 5000 reviews per month from Walmart Product Review Scraper for that, so those 10,000 results will be completely free! But if you need to get more data regularly from Walmart, you should grab an Apify subscription. We recommend our $49/month Starter plan - you can get up to 98,000 reviews every month with the $49 monthly plan! Or get nearly 1 million reviews for $499 with the Scale plan - wow! ## Tips for scraping Walmart - Check Walmart's robots.txt file to ensure you are not violating their scraping policies. - Use proxies to avoid getting blocked by Walmart's anti-scraping measures. ## Is it legal to scrape Walmart? Note that scraping may be subject to Walmart's terms of service. Make sure to review and comply with their policies before scraping. ## Results Here is a sample of the data that the Actor produces: json { "itemType": "Review", "reviewId": "250829993", "productId": "771934678", "productUrl": "https://www.walmart.com/ip/all-Liquid-Laundry-Detergent-Free-Clear-for-Sensitive-Skin-36-Fluid-Ounces-24-Loads/771934678", "authorId": "inf12974642", "submissionTime": "2024-02-01", "rating": 5, "text": "Me personally I love this detergent not only is it the original but it's the number one brand recommended by dermatologist, allergist and pediatricians for sensitive skin. I do have sensitive skin and this has worked wonders! It is super lightweight so you don't have to worry about carrying upstairs. The packaging is great.", "title": "It's definitely worth the money!", "badges": [], "negativeFeedback": 0, "positiveFeedback": 0, "recommended": null, "userNickname": "ximermj", "externalSource": "bazaarvoice", "photos": [] },

Categories

Common Use Cases

Market Research

Gather competitive intelligence and market data

Lead Generation

Extract contact information for sales outreach

Price Monitoring

Track competitor pricing and product changes

Content Aggregation

Collect and organize content from multiple sources

Ready to Get Started?

Try Walmart Reviews Scraper now on Apify. Free tier available with no credit card required.

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Actor Information

Developer
tri_angle
Pricing
Paid
Total Runs
172,956
Active Users
348
Apify Platform

Apify provides a cloud platform for web scraping, data extraction, and automation. Build and run web scrapers in the cloud.

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