Walmart Product Scraper: prices, ratings and stock

Search Walmart.com the way a shopper does and get every product back as a row: price, star rating, review count, seller, stock status and the product link.

You pay only for products delivered. A search that finds nothing costs nothing.

What you get

Field	Example
name	Maxwell House Original Roast Ground Coffee, 27.5 oz
price	13.97
rating / reviewCount	4.7 / 27412
sellerName	Walmart.com
availability	IN_STOCK
flag	Deal, Rollback, Best seller, "2K+ bought since yesterday"
isSponsored	true for paid placements
usItemId	5344812220
canonicalUrl	Link to the product page
category	Home Page/Food/Coffee/Ground Coffee

Rows are flat, so they open straight in Excel or Google Sheets.

Sample output

{
  "query": "coffee",
  "name": "Maxwell House Original Roast Ground Coffee, 27.5 oz Canister",
  "usItemId": "5344812220",
  "price": 13.97,
  "rating": 4.7,
  "reviewCount": 27412,
  "sellerName": "Walmart.com",
  "availability": "IN_STOCK",
  "isSponsored": true,
  "flag": null,
  "canonicalUrl": "https://www.walmart.com/ip/Maxwell-House-Original-Roast-Ground-Coffee-27-5-oz-Canister/5344812220",
  "category": "Home Page/Food/Coffee/Ground Coffee",
  "scrapedAt": "2026-10-12T00:10:36.265Z"
}

Quick start

1. Type what you'd search on Walmart in Search queries, one per line. coffee, air fryer, dog food.
2. Pick Max results per query (up to 200) and a Sort if you want one: best match, price low to high, best sellers, highest rated.
3. Click Start.

The default input runs as-is and returns 40 coffee products.

Use cases

• Track the price of a product list every morning and catch Rollbacks the day they start.
• Compare your own listing against the top 100 results for your main keyword.
• See which brands Walmart pays to promote: filter on isSponsored.
• Build a cheap-to-expensive price ladder for a category with sort: price_low.

What happens when something goes wrong

Walmart pads searches it doesn't understand with "Other options to consider". Those aren't your results, so this scraper drops them. A nonsense search returns 0 rows and you pay nothing, and the run summary tells you why.

If Walmart shows a bot check, the scraper retries on its own. If a query still fails, it returns 0 rows for that query and the others keep going. Look for RUN_SUMMARY in the run's key-value store.

Input

Field	Required	Notes
queries	yes	One search per line
maxResultsPerQuery	no	1 to 200, default 40
sort	no	best_match, price_low, price_high, best_seller, rating

Pricing

Pay per product delivered, plus Apify's small start fee per run. Set a maximum cost per run and the scraper stops at your limit.

FAQ

Do I need a Walmart account? No. It reads public search pages.

Why is price sometimes empty? Walmart's search page leaves the price off some items (usually ones with several sellers or sizes). We leave it blank instead of writing a fake $0. About 3 in 100 rows.

Is there a brand field? No. Walmart's search results don't carry one, and we'd rather not sell you an empty column. The brand is almost always the first words of name.

Does it do reviews or full product pages? Search results only for now.

Something broke? Open an issue with the query you used. I answer within a day.

Limitations

• walmart.com (US) only.
• Walmart's search results only carry star ratings for some products (in our October 2026 tests, 20% to 55% depending on the search). When a rating isn't there, rating and reviewCount are empty, never a made-up 0. For the rating of every product, run the links through our Walmart Product Data Scraper.
• Prices can differ by ZIP code; these are Walmart's default online prices.
• Walmart only pages so deep into a search (12 pages for "coffee" when we checked). Narrower queries reach further.

Export or use as an API

Download any run's results from the Storage tab as CSV, Excel, JSON or XML.

To call it from your own code, send your input to Apify's API and get the rows back in one request:

POST https://api.apify.com/v2/acts/leathered_latch~walmart-products-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN

It also plugs into Make, Zapier and n8n through Apify's integrations, and AI agents can find and run it through Apify's MCP server.

Your responsibility

How you use the output is your call, and so is the legal side of it. Copyright still covers any text or images you republish. The source site's own terms apply too. If you're unsure about a use, check with a lawyer first.

If you own content that shows up in these results and want it handled differently, open an issue on the Issues tab. We answer within 14 days.

Data source and credit

Every row comes from Walmart.com (Walmart Inc.). We don't own this data, and we don't take credit for it. The product listings and prices belong to Walmart and its sellers.

This tool reads only what Walmart shows to any logged-out visitor. No logins, no private data. Each row keeps a link back to the page it came from (the canonicalUrl field), so you can check any result and credit the source when you use it.

Not affiliated with, endorsed by or sponsored by Walmart. All names and trademarks belong to their owners.

Changelog

• 0.1 First release. Multi-page search, sort, filler-stack filtering, no charge on empty searches.