Walmart Scraper — Products, Prices, Sellers & Reviews

Turn any Walmart search, category, product or seller URL into clean rows: prices with was-price and discount, every deal badge, ratings, stock, sellers, customer reviews and every marketplace seller's offer. Works on walmart.com and walmart.ca. No Walmart account, login or API key needed.

Result type	One row per	Typical use
Products	product (search tile, or the full product page)	price monitoring, catalog and assortment mapping
Customer reviews	review	voice of customer, sentiment, complaint mining
Seller offers	marketplace seller offer	buy-box and marketplace seller research
Seller profile	seller store URL	seller contact lists, marketplace lead generation

Why Use This Scraper?

• Four result types in one actor. Products, reviews, seller offers and seller profiles share one input form and one dataset shape per type.
• Every badge, not just one. Rollback, Clearance, Reduced price, Best seller, Overall pick, Flash Deal and the "100+ bought since yesterday" line all come back, as text and as stable keys.
• Full product record on demand. UPC, model, specifications, all images, variants, number of sellers, fulfillment options, return window, star breakdown and Walmart's AI review highlights.
• Prices for the store you pick. Set a walmart.com store number or a state and the whole run is priced and stocked for that one store. Every product row carries the ZIP, city, state and store id Walmart priced it for, so you know which store a price and stock reading belong to.
• Review filters that matter. Sort by newest, oldest, rating or helpfulness, keep several star ratings at once, verified purchases only, and a since-date that stops reading at the first older review.
• Seller contacts. Seller offers can carry each marketplace seller's public business email, phone, address, rating and review count.
• Paste any URL. Search, /browse/, /cp/ department pages, filtered or brand searches, product, reviews and seller store URLs are all recognised.
• Walmart.ca too. Products and reviews on walmart.ca, with CAD prices and Canadian store locations.

Overview

Built for price-tracking tools, e-commerce and marketplace teams, brand managers, review analysts and agencies who need public Walmart data without an official API.

The dataset has one row per result, and the recordType field says what the row is: product, review, offer or seller. Nested values (specifications, variants, star breakdown) stay as JSON objects; Apify's CSV and Excel exports flatten them into columns.

Pages that fail are retried automatically. You are charged per row saved, plus the actor start.

Supported Inputs

URL types

URL type	Example	What you get
Search	https://www.walmart.com/search?q=coffee+maker	Products, paginated
Filtered or brand search	https://www.walmart.com/search?q=blender&facet=brand%3ANinja	Products, filters kept
Category (browse)	https://www.walmart.com/browse/3944_1060825_447913	Products, paginated
Department page (/cp/)	https://www.walmart.com/cp/coffee-makers/5438660	Resolved to the category, then paginated
Product	https://www.walmart.com/ip/5162907971	Full product record, its reviews, or its seller offers
Reviews page	https://www.walmart.com/reviews/product/808715278	Same as the product it belongs to
Seller store	https://www.walmart.com/global/seller/101063684	Seller profile row
Walmart.ca	https://www.walmart.ca/en/search?q=kettle	Products and reviews in CAD

Copy-pasteable startUrls

{
    "startUrls": [
        { "url": "https://www.walmart.com/search?q=air+fryer" },
        { "url": "https://www.walmart.com/cp/coffee-makers/5438660" },
        { "url": "https://www.walmart.com/ip/5162907971" }
    ]
}

Keywords, category ids and item ids

You do not need URLs. searchQueries runs one Walmart search per keyword, barcodes looks products up by UPC, EAN or GTIN, categoryIds takes the path at the end of a /browse/ link such as 4044_90548_90546_1115306_5438660, and productIds takes item ids such as 808715278 or the 12-character catalog id such as 4NN9ZW0AZYDK. The domain field picks walmart.com or walmart.ca for these.

Unsupported inputs

• A seller's item catalog. A seller store URL returns the seller's profile, not the list of products it sells.
• Seller offers on walmart.ca. Walmart.ca's site has no all-sellers view to read, so those products are skipped with a log message.
• Walmart Mexico, cart, checkout, account, order or anything behind a login.

Use Cases

Audience	What they do with it
Price-tracking tools	Scheduled snapshots of price, was-price, Rollback and stock per item id
E-commerce and category managers	Assortment and share-of-shelf mapping from category and search pages
Marketplace sellers and agencies	Buy-box research: every seller's price, condition, shipping, WFS status and rating
Brands	Review monitoring by star rating and date, AI review highlights, sentiment feeds
Lead generation	Marketplace seller contact lists from seller offers and store pages
Researchers	Price distribution, badge usage and sponsored placement across categories

How It Works

1. You give it Walmart URLs, keywords, category ids or item ids, and choose the result type.
2. Search and category pages are read page by page (about 40 products each, up to Walmart's 25-page limit) and de-duplicated.
3. Depending on the result type, each product becomes a row, has its product page opened, has its review pages read with your filters, or has every seller offer collected.
4. Pages that fail are retried automatically, backing off over about a minute.
5. Rows land in the dataset as soon as each product is done. Export as JSON, CSV, Excel or through the API.

Input Configuration

Input fields

Field	Type	Default	Description
scrapeMode	select	products	Result type: products, reviews or sellerOffers. Seller store URLs always return a seller profile row.
startUrls	array	empty	Any walmart.com or walmart.ca URL from the table above.
searchQueries	array	empty	Keywords, one search each.
barcodes	array	empty	UPC, EAN or GTIN codes; one first-page search each, without sort or price filters.
categoryIds	array	empty	Category paths from /browse/ links (4044_90548_90546_1115306_5438660), or /cp/ and /browse/ URLs.
productIds	array	empty	Item ids, 12-character product ids or product URLs.
domain	select	us	us (walmart.com) or ca (walmart.ca) for keywords, category ids and bare item ids.
storeId	string	empty	walmart.com store number (4383). Every search, category and product in the run is priced and stocked for that store.
state	select	empty	Two-letter US state (MI). The run is priced for one store in that state. storeId wins when both are set.
includeProductDetails	boolean	false	Products mode: open each product found by a search or category for the full record.
sort	select	best_match	best_match, price_low, price_high, best_seller, rating_high, new.
minPrice / maxPrice	integer	empty	Price range for searches and categories.
maxPagesPerSearch	integer	5	Result pages per search or category, 1–25.
maxReviewsPerProduct	integer	100	Reviews mode cap per product; 0 = every review with text.
reviewsSort	select	relevancy	relevancy, newest, oldest, rating_high, rating_low, helpful.
reviewRatings	array	empty	Star ratings to keep, e.g. ["1","2"]. Empty = all.
verifiedPurchasesOnly	boolean	false	Only Verified Purchase reviews.
reviewsNewerThan	date	empty	Only reviews on or after this date; reading stops at the first older one.
includeSellerDetails	boolean	false	Seller offers mode: add each seller's email, phone, address, rating and review count.
maxItems	integer	1000	Hard cap on rows across the run.
maxConcurrency	integer	10	Pages fetched at the same time, 1–30.
maxRequestRetries	integer	8	Attempts per page before it is given up.
proxy	proxy	residential	Residential proxies recommended. The default works out of the box.

Common scenarios

Products from a search, with the full record:

{
    "scrapeMode": "products",
    "searchQueries": ["air fryer"],
    "includeProductDetails": true,
    "maxPagesPerSearch": 2,
    "maxItems": 50
}

Recent one- and two-star verified reviews for a few products:

{
    "scrapeMode": "reviews",
    "productIds": ["3406383181", "5162907971"],
    "reviewRatings": ["1", "2"],
    "verifiedPurchasesOnly": true,
    "reviewsNewerThan": "2026-09-01",
    "maxReviewsPerProduct": 0,
    "maxItems": 1000
}

Every seller on a product, with seller contact details:

{
    "scrapeMode": "sellerOffers",
    "productIds": ["3406383181"],
    "includeSellerDetails": true,
    "maxItems": 100
}

Prices and stock at one store, for a list of items you track:

{
    "scrapeMode": "products",
    "productIds": ["10450114", "808715278"],
    "storeId": "4383",
    "maxItems": 100
}

Look up a list of barcodes (UPC, EAN or GTIN); each row's searchQuery is the code you entered. Add "includeProductDetails": true to get each item's own UPC on the row:

{
    "scrapeMode": "products",
    "barcodes": ["078742351865", "00679262967736"],
    "maxItems": 100
}

Canadian products from a category:

{
    "scrapeMode": "products",
    "domain": "ca",
    "searchQueries": ["kettle"],
    "sort": "price_low",
    "maxItems": 40
}

Output Overview

Each row has a recordType:

• product: one per product. Search and category tiles give the listing fields (price, was-price, badges, rating, seller, stock, shipping and pickup lines, rank, sponsored flag) and the store Walmart priced the page for. Full records (detailScraped: true) add identifiers, description, specifications, images, variants, fulfillment, returns, star breakdown and review highlights.
• review: one per customer review, with the product it belongs to.
• offer: one per marketplace seller offer on a product, ranked the way Walmart lists them, plus the lowest offer price on that product.
• seller: one per seller store URL, the seller's public business profile.

Output Samples

Product from a search (listing fields)

{
    "recordType": "product",
    "usItemId": "1082291497",
    "productId": "527TISE23F0Y",
    "name": "Chefman 1L Electric Glass Kettle w/ LED Indicator Light, Automatic Shutoff - Black",
    "url": "https://www.walmart.com/ip/Chefman-1L-Electric-Glass-Kettle-w-LED-Indicator-Light-Automatic-Shutoff-Black-New/1082291497",
    "price": 16.97,
    "wasPrice": 19,
    "savings": 2.03,
    "discountPercent": 11,
    "minPrice": 16.97,
    "maxPrice": 18,
    "currency": "USD",
    "isRollback": true,
    "isSponsored": true,
    "badges": ["Rollback"],
    "badgeKeys": ["ROLLBACK"],
    "rating": 4.7,
    "reviewCount": 14276,
    "sellerName": "Walmart.com",
    "soldByWalmart": true,
    "availability": "IN_STOCK",
    "shippingMessage": "Shipping, arrives tomorrow",
    "pickupMessage": "Pickup available",
    "deliveryMessage": "Delivery as soon as 20 mins",
    "condition": "New",
    "additionalOfferCount": 8,
    "productType": "Electric Kettles",
    "categoryPath": "Home > Appliances > Kitchen Appliances > Electric Kettles & Ice Tea Makers > Electric Kettles",
    "position": 1,
    "page": 1,
    "searchQuery": "kettle",
    "detailScraped": false,
    "domain": "us"
}

Product from a search priced for one store (storeId: "4383", shortened)

{
    "recordType": "product",
    "usItemId": "10450118",
    "name": "Great Value Milk Whole Vitamin D, Half Gallon, 64 fl oz",
    "price": 1.66,
    "currency": "USD",
    "availability": "IN_STOCK",
    "pickupMessage": "Pickup as soon as tomorrow",
    "position": 2,
    "searchQuery": "great value whole milk",
    "detailScraped": false,
    "locationZip": "48126",
    "locationCity": "Dearborn",
    "locationState": "MI",
    "locationStoreId": "4383"
}

Full product record (shortened)

{
    "recordType": "product",
    "usItemId": "997508948",
    "name": "Ninja 12-Cup Programmable Drip Coffee Maker, 2 Brew Styles, Adjustable Warming Plate, CE250, Black/Stainless Steel",
    "brand": "Ninja",
    "price": 64.97,
    "wasPrice": 74,
    "discountPercent": 12,
    "badges": ["Overall pick"],
    "socialProof": "100+ bought since yesterday",
    "rating": 4.6,
    "reviewCount": 8999,
    "upc": "622356592161",
    "model": "CE250",
    "offerCount": 2,
    "freeShipping": true,
    "shippingDeliveryDate": "2026-09-25T21:59:00.000Z",
    "returnWindowDays": 90,
    "ratingBreakdown": { "fiveStar": 7252, "fourStar": 735, "threeStar": 305, "twoStar": 180, "oneStar": 527 },
    "recommendedPercentage": 78,
    "specifications": { "Number of cups": "12", "Features": "Programmable", "Finish": "Stainless Steel", "Weight": "7 lb" },
    "variantOptions": { "Actual Color": ["12 Cups - Silver", "14 Cups - Silver"] },
    "reviewHighlights": [
        { "aspect": "coffee taste", "sentiment": "Positive", "summary": "Brews a cup with a deep flavor profile." }
    ],
    "locationZip": "07003",
    "locationCity": "Bloomfield",
    "locationState": "NJ",
    "locationStoreId": "5447",
    "detailScraped": true
}

Customer review

{
    "recordType": "review",
    "usItemId": "5162907971",
    "productName": "Mainstays Black 12-Cup Drip Coffee Maker",
    "reviewId": "427996541",
    "rating": 5,
    "title": "Great Value for the Price",
    "text": "It does exactly what I want it to do, makes a decent amount of coffee and keeps it hot. The only drawback is that it does not have an auto shut off…",
    "submittedAt": "2026-06-08",
    "userNickname": "Alexandra",
    "isVerifiedPurchase": true,
    "helpfulVotes": 2,
    "recommended": true,
    "reviewerReviewCount": 25,
    "variant": { "Color": "Black", "Multipack quantity": "1" },
    "sellerName": "Walmart.com",
    "fulfilledBy": "Walmart",
    "photos": []
}

Seller offer with seller details

{
    "recordType": "offer",
    "usItemId": "997508948",
    "position": 2,
    "offerCount": 2,
    "lowestOfferPrice": 64.97,
    "sellerDisplayName": "GFAP LLC",
    "sellerType": "EXTERNAL",
    "sellerUrl": "https://www.walmart.com/global/seller/102491870",
    "sellerRating": 3.83,
    "sellerReviewCount": 269,
    "price": 93.98,
    "condition": "New",
    "fulfilledByWalmart": false,
    "freeShipping": true,
    "shippingDeliveryDate": "2026-10-01T21:59:00.000Z",
    "returnWindowDays": 30,
    "sellerEmail": "goforaprofit@gmail.com",
    "sellerPhone": "+1 9046808320",
    "sellerCity": "Jacksonville",
    "sellerState": "FL"
}

Seller profile

{
    "recordType": "seller",
    "sellerId": "101063684",
    "sellerDisplayName": "Paul Revere Hardware",
    "email": "sales@plantmytank.com",
    "phone": "+1 7817243740",
    "address": "5 Cordwood Cir",
    "city": "Carver",
    "state": "MA",
    "postalCode": "02330",
    "rating": 4.75,
    "reviewCount": 164,
    "status": "ACTIVE",
    "storefrontUrl": "https://www.walmart.com/global/seller/101063684"
}

Key Output Fields

Product identity

usItemId, productId, name, brand (full record), url, imageUrl, images, upc, model, manufacturerProductId, productType, categoryPath, categories

Price

price, wasPrice, savings, discountPercent, minPrice, maxPrice, unitPrice, currency, isRollback, isClearance, isReducedPrice

Badges and placement

badges, badgeKeys, socialProof, isBestSeller, isSponsored, position, page, searchQuery, categoryId

Stock and fulfillment

availability, stockMessage, shippingMessage, pickupMessage, deliveryMessage, fulfillmentOptions, shippingDeliveryDate, freeShipping, orderLimit, isPreOrder, locationZip, locationCity, locationState, locationStoreId

Sellers

sellerName, sellerId, soldByWalmart, sellerDisplayName, sellerType, sellerRating, sellerReviewCount, sellerUrl, fulfilledByWalmart, offerCount, additionalOfferCount; on offers also offerId, lowestOfferPrice, condition, shipsTo and, with seller details, sellerEmail, sellerPhone, sellerAddress, sellerCity, sellerState, sellerPostalCode, sellerCountry

Ratings and reviews

rating, reviewCount, ratingBreakdown, recommendedPercentage, reviewsWithTextCount, reviewHighlights; on review rows reviewId, title, text, submittedAt, userNickname, isVerifiedPurchase, isSyndicated, helpfulVotes, unhelpfulVotes, recommended, variant, photos, responses

Content and returns

shortDescription, description, highlights, specifications, warranty, videos, variantOptions, variants, returnable, freeReturns, returnWindowDays, returnPolicy

FAQ

Which Walmart URLs are supported?

Search (including filtered and brand searches), /browse/ categories, /cp/ department pages, product (/ip/), reviews and seller store pages, on walmart.com and walmart.ca. See the Supported Inputs table.

Why is brand empty on search results?

Walmart's search tiles do not carry the brand. Turn on includeProductDetails (or pass item ids) to get the full record, which has it.

Can I set a store or state?

Yes, on walmart.com. Put a store number in storeId (it is in the store page's address, walmart.com/store/4383) and every search, category and product in the run is priced and stocked for that store. Or pick a state when any store there will do. Before scraping, the actor gets Walmart to assign that store and says so in the run log. This can take up to about two minutes. If Walmart will not assign the exact store, the run uses a store in the same city and the log names it. If it cannot get one there either, or the store number does not exist, the run stops before scraping with a message saying why, so you pay only the actor start and never get rows from the wrong store. Which stores Walmart will set varies during the day, so a retry later usually works.

Every product row says which store it was priced for (locationStoreId, locationZip, locationCity, locationState). Without storeId or state, Walmart prices each page for a location of its own choosing, so prices can differ between rows of one run. Seller offers are not tied to the chosen store, and ZIP codes and walmart.ca stores cannot be set yet.

How reliable is setting a storeId?

Pinning an exact store is best effort, not guaranteed on every run. Most runs set the store; at some times of day Walmart will not set one for a while. When that happens the run stops in about a minute, before scraping, charges only the actor start, and the log says why and asks you to rerun shortly. A rerun a few minutes later usually binds the store, so for a one-off pull just run it again.

Every page is checked against the store before its rows are saved. At some hours Walmart prices most pages for its default store in Sacramento whatever store the run was given; such a page is retried, and if it never comes back for your store it is left out and not charged, and the log says how many. If almost every page comes back for a different store, the run stops and asks you to rerun later.

A store that has been set before, by any run, is usually set again within seconds. The actor remembers stores it has reached, so scheduled tracking of the same stores mostly skips the slow first search, and the bad windows above mainly affect a store's first run.

A single-store town is the hardest case, since there is no second store in the same city to fall back to. If you need a run to finish every time, use state instead of storeId: it still prices for a store in that state when it can bind one, but if it cannot, it keeps scraping without a pinned store rather than stopping. For scheduled store-level tracking, the first run of a new store is the one that may need a retry.

Can I look products up by UPC or barcode?

Yes. Put the codes in barcodes, one per line. Walmart's search matches a barcode only in its 14-digit GTIN form (a 12-digit UPC as typed finds nothing), so on walmart.com a 12-digit UPC, 13-digit EAN or 8-digit code is padded with zeros before searching. Each code reads one results page, with no sort or price filter that could hide the item. Each row's searchQuery keeps the code you entered, and usItemId is the Walmart item, ready for productIds when you want the full record, reviews or sellers. A code Walmart no longer sells returns no rows.

How many products can one search return?

Walmart shows at most 25 pages (roughly 1,000 products) for any search or category. To go deeper, split the query by price range (minPrice, maxPrice), sub-category or sort order.

Why do reviews stop before the total number of ratings?

Walmart lists only reviews with text. Star-only ratings appear in the counts (reviewCount, ratingBreakdown) but never as review rows.

Are sponsored products included?

Yes. They are real listings shown on the page and are flagged with isSponsored: true, so you can drop them if you only want organic ranks.

Why is productName empty on some seller offers?

Walmart's seller-offer data does not include the product name. Offers for products found through a search or category carry the name; offers for bare item ids carry the item id and URL.

Does it work on walmart.ca?

Yes for products and reviews, with prices in CAD. Seller offers are available for walmart.com only.

Why does a run sometimes pause?

When many pages fail in a row, the actor waits about 20 seconds before continuing instead of using up retries. A run where no page could be loaded ends as failed with the reason, rather than as an empty success.

What does the actor not scrape?

Anything behind a login, carts and checkout, a seller's item catalog, and Walmart Mexico.

Support

Open an issue on the actor's Issues tab or email muhamed.didovic@gmail.com.

Additional Services

Need a custom export shape, a scheduled price monitor, or a Walmart page type this actor does not read yet? Email muhamed.didovic@gmail.com.

Explore More Scrapers

• Amazon Product Scraper: products from URLs, search and detail pages
• Amazon Reviews Scraper: reviews with AI summary
• Amazon Seller Contact Scraper: seller emails, phones and ratings
• Wayfair Scraper: products, prices, stock and ratings
• Home Depot Reviews Scraper: ratings, text and photos

Full list at apify.com/memo23.

🤖 For AI Agents & LLM Apps

Compact reference for AI agents calling this actor via the Apify MCP server or the Apify API (actor: memo23/walmart-scraper).

Purpose: Walmart.com and Walmart.ca products, customer reviews, marketplace seller offers and seller profiles from URLs, keywords, category ids or item ids.

Minimal input:

{ "scrapeMode": "products", "searchQueries": ["coffee maker"], "maxPagesPerSearch": 1, "maxItems": 20 }

Output: one dataset row per result; recordType is product, review, offer or seller. Product: usItemId, name, url, price, wasPrice, discountPercent, currency, badges, rating, reviewCount, sellerName, availability, shippingMessage, position, isSponsored, locationStoreId, locationZip, plus with includeProductDetails brand, upc, model, specifications, images, variants, fulfillmentOptions, returnWindowDays, ratingBreakdown, reviewHighlights. Review: usItemId, reviewId, rating, title, text, submittedAt, userNickname, isVerifiedPurchase, helpfulVotes, variant. Offer: usItemId, position, sellerDisplayName, price, condition, fulfilledByWalmart, freeShipping, sellerRating, and with includeSellerDetails sellerEmail, sellerPhone, sellerAddress. Seller: sellerDisplayName, email, phone, address, rating, reviewCount.

Behaviors an agent should know:

• Always set maxItems; it caps rows across the whole run. A search reads about 40 products per page, at most 25 pages.
• scrapeMode decides what each product becomes; seller store URLs always return a seller profile row.
• reviewsNewerThan switches reviews to newest-first and stops at the first older review, which keeps scheduled runs small.
• barcodes takes UPC / EAN / GTIN codes (one first-page search each, padded to 14 digits on walmart.com); rows carry the code in searchQuery, and a code no longer sold returns nothing.
• Billing is per row by type (product, full product record, review, seller offer, seller profile) plus the actor start; seller details add one seller-profile charge per seller per run. See the Pricing tab for amounts.
• storeId (store number) or state (two-letter code) prices a walmart.com run for one store; locationStoreId on each product row confirms which. No ZIP input. Seller offers are walmart.com only. No login-gated data.

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⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Walmart Inc., Walmart Canada Corp. or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.

The scraper accesses only publicly available product, review and seller pages. It uses no authenticated endpoints, paid features, or content behind the walmart.com or walmart.ca login. Seller contact details are the business information sellers publish on their public store pages. Users are responsible for making sure their use complies with Walmart's Terms of Use, applicable data-protection law (GDPR, CCPA, CAN-SPAM, CASL and similar), and any contractual obligations of their own organization.

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