Walmart Reviews Scraper
Walmart product reviews with verified flags, votes and photos
What it does
Point it at Walmart.com product links, reviews links or bare item ids and it walks the review pages ten at a time until your cap or the last matching review. A row holds stars, title, text, reviewer nickname, date, the verified purchase flag, helpful and unhelpful votes, photos, videos, the syndication source and the brand's reply, next to the product title, price, category path and rating counts. Five sort orders, a star filter and verified only. Walmart lists ten written reviews a page, so big products mean many pages.
Built in
- ✓ 41 fields per review including the brand's reply
- ✓ Sorts: recent, helpful, relevant, highest, lowest
- ✓ Verified purchase filter applied before paging
- ✓ syndication_source names reviews written off site
- ✓ Up to 1,000 products and 10,000 reviews per product
Guides & tutorials
Pull the Top 100 Best Sellers for Every Amazon Subcategory in One Run
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Find the Decision Makers at Your Target Accounts by Job Title
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Common questions
Which fields come with a review? +
Review id, stars, title, text, nickname, date, verified purchase, incentivized and associate flags, helpful and unhelpful votes, photos, videos, syndication source, the brand reply and its author, the variant bought, seller and fulfiller, plus the product's own title, link, price, category path and rating counts.
What do 1,000 reviews cost? +
$0.25 per 1,000 reviews on every Apify plan, the free one included, plus $0.005 for each run start, charged even when a run returns nothing. Item ids that do not exist, products with no written reviews, reviews Walmart repeats across its pages and reviews an earlier run already handed you are all free.
Can I pull complaints only? +
Set the star filter to 1 and 2 and switch on verified purchases only. Walmart applies both before paging, so your cap counts matching reviews rather than everything. In one filter test all 180 rows were one or two star reviews from verified buyers.
Is a Walmart login or key needed? +
No login, no API key and no cookies of yours. Products are named three ways: the product link, the reviews link behind See all reviews, or the item id at the end of the product link, and the three can be mixed in one list.
How do I spot a syndicated review? +
Walmart shows reviews collected on other sites next to its own. Split the rows on syndication_source: empty means the review was written on Walmart.com, a site name means it came from there. Nine of the 600 rows in the proof run were syndicated.
Try it on Apify.
Pay only for results delivered. No credit card required to sign up.