Walmart Scraper — Products, Prices & Reviews

Collect Walmart.com products for price comparison, assortment research and seller analysis. Search by keyword, use your own Walmart results links, or collect specific products. Get prices, availability, sellers, ratings and images in a dataset you can use in spreadsheets, dashboards and monitoring workflows.

Add full product details for descriptions, specifications, variants, UPCs and up to 10 available customer reviews. No Walmart account is required.

Quick start

Collect up to 100 air fryers:

{
  "searchQueries": ["air fryer"],
  "maxItems": 100
}

For a smaller selection with full details:

{
  "searchQueries": ["coffee maker"],
  "includeDetails": true,
  "maxItems": 20
}

For specific products, supply their Walmart product links or item IDs:

{
  "productUrls": ["11381374703", "5125973778"]
}

What you can do

• Compare prices: collect current prices, was-prices, unit prices and available price ranges.
• Research assortments: compare brands, categories, product options and marketplace sellers.
• Find promotions: review badges such as Rollback, Clearance and Best seller.
• Understand customer feedback: collect ratings, review counts and available review text with full details.
• Build price histories: schedule repeated snapshots and compare the results over time.

Inputs

Supply at least one of searchQueries, searchUrls or productUrls.

Input	Default	What to enter
searchQueries	—	A list of search terms, such as air fryer or running shoes.
searchUrls	—	Walmart.com search results, department results or deals-page links. Pasted links keep their own filters and sorting.
productUrls	—	Walmart.com product links or item IDs. These return full product details.
includeDetails	false	Set to true to add full details to search results.
maxItems	100	Maximum products for the entire run, from 1 to 5,000.
sort	bestMatch	bestMatch, priceLowToHigh, priceHighToLow, bestSelling, highestRated or newest. Applies to searchQueries.
minPrice, maxPrice	—	Minimum and maximum whole-dollar prices in USD, starting at 0. Applies to searchQueries.

For example, use "sort": "priceLowToHigh", "minPrice": 20, "maxPrice": 60 to find lower-priced products within your budget. If a department page shows categories rather than products, open its product results page and use that link.

Results

Each product is returned once per run. Available fields include:

Fields	What they give you
usItemId, url, name, brand	Product identifiers, links and names for matching and comparison.
price, wasPrice, currency, minPrice, maxPrice, unitPrice	Current pricing, comparisons and options in USD.
sellerName, sellerId, availability, inStock	Seller and availability information.
rating, reviewCount, badges, isSponsored	Ratings, promotional labels and sponsored-placement status.
imageUrl, images, category, deliveryText	Product imagery, category and displayed delivery information.
detailLevel, searchInput, position, searchPage, scrapedAt	Detail coverage, the search that found the product, its results position and collection time.

Full details also include available description, highlights, specifications, variants, model, upc, sellerRating, sellerReviewCount, ratingBreakdown, recommendedPercentage and reviews. Each review can include its rating, title, text, date, author and feedback counts. Missing information stays empty rather than being estimated.

If some pages or products are unavailable, you keep the results already collected. The run summary explains any incomplete searches or missing details. A product returned without optional full details is marked detailLevel: "listing".

Output example

An illustrative product record:

{
  "usItemId": "12516374178", "url": "https://www.walmart.com/ip/Keurig-K-Express-Essentials-Black-Single-Serve-K-Cup-Pod-Coffee-Maker/12516374178", "source": "search", "searchInput": "coffee maker",
  "detailLevel": "listing", "name": "Keurig K-Express Essentials Black Single-Serve K-Cup Pod Coffee Maker", "brand": null, "price": 49.47,
  "wasPrice": 54.97, "minPrice": null, "maxPrice": null, "unitPrice": null,
  "currency": "USD", "isSponsored": false, "sellerName": "Walmart.com", "sellerId": "F55CDC31AB754BB68FE0B39041159D63",
  "sellerRating": null, "sellerReviewCount": null, "availability": "IN_STOCK", "inStock": true,
  "rating": 4.4, "reviewCount": 13975, "imageUrl": "https://i5.walmartimages.com/seo/Keurig-K-Express-Essentials-Black-Single-Serve-K-Cup-Pod-Coffee-Maker_70d03917-65f9-480f-8391-aade09ee61ca.c44d2b2f723cb1529a4c181faed76958.jpeg", "images": ["https://i5.walmartimages.com/seo/Keurig-K-Express-Essentials-Black-Single-Serve-K-Cup-Pod-Coffee-Maker_70d03917-65f9-480f-8391-aade09ee61ca.c44d2b2f723cb1529a4c181faed76958.jpeg"],
  "category": "Home > Appliances > Kitchen Appliances > Coffee Shop > Keurig Coffee Makers", "badges": ["Rollback"], "deliveryText": "Delivery as soon as 24 mins", "position": 3,
  "searchPage": 1, "description": null, "highlights": [], "specifications": [],
  "variants": [], "model": null, "upc": null, "ratingBreakdown": null,
  "recommendedPercentage": null, "reviews": [], "scrapedAt": "2026-10-20T18:58:40Z", "error": null
}

Pricing

All actor fees are in USD:

Result	Price
Product listing	$0.50 per 1,000 products ($0.0005 each)
Full product details	$1.40 per 1,000 detailed products ($0.0014 each, including the listing price)
Run start	$0.005 at the default 512 MB

The full-details price includes a $0.90 per 1,000 detail add-on. If optional details are unavailable but a listing is returned, you pay the listing price only. Result fees apply only to delivered products. The start fee applies even when no products are delivered and is charged per GB of memory, with a minimum of one event. The default 512 MB run is one start event. Set a maximum charge for the run to control spending. Platform usage is included.

Coverage and limits

This actor covers Walmart.com in the United States. Prices and delivery availability reflect the displayed location and can differ from a particular store. Verify availability with the retailer before purchasing.

A search covers up to 25 results pages. Use narrower searches to explore larger assortments. Full details take longer than listings, and temporary product or page availability can lead to fewer results than requested. Search results can include sponsored products; use isSponsored when comparing organic placements.