Walmart Reviews Scraper

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:

1{
2    "itemType": "Review",
3    "reviewId": "250829993",
4    "productId": "771934678",
5    "productUrl": "https://www.walmart.com/ip/all-Liquid-Laundry-Detergent-Free-Clear-for-Sensitive-Skin-36-Fluid-Ounces-24-Loads/771934678",
6    "authorId": "inf12974642",
7    "submissionTime": "2024-02-01",
8    "rating": 5,
9    "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.",
10    "title": "It's definitely worth the money!",
11    "badges": [],
12    "negativeFeedback": 0,
13    "positiveFeedback": 0,
14    "recommended": null,
15    "userNickname": "ximermj",
16    "externalSource": "bazaarvoice",
17    "photos": []
18  },