Walmart Scraper — Products, Prices, Ratings, Sellers and Stock from Walmart.com

Scrape walmart.com without the Walmart API. Enter keywords or paste Walmart search, category or product links and get every product with its price, discount, rating, review count and images as clean rows. Marketplace sellers are named, so you can tell Walmart's own listings from third-party offers. No account, no browser, no start fee. Pay per product.

⭐ 40 products per page with current and pre-discount prices · ratings and review counts · seller and stock status · sponsored flag · sort and price range · product-page specs, images, UPC and description as an add-on · API and MCP ready

What does Walmart Scraper do?

You enter	You get
Keywords, one per line	The products walmart.com shows for each search, page after page
A Walmart search or category link	The same results, with the link's own filters and sorting kept
A Walmart product link	That product's full details

What data does it extract?

Every product

Field	Description
title, id, url	Product name, Walmart product ID and link
price, originalPrice, currency	Current price, the price before discount when there is one, and currency
rating, reviewCount	Average rating and number of reviews
brand, seller	Brand and seller or store, when Walmart shows them
image	Main product image
inStock, availability	Stock status as shown in the results
sponsored	true for paid placements, so you can filter them out
position, query, source	Rank in the results and the keyword or link it came from
sellerId, category, productType	Seller ID, category path and Walmart's product type
variantCount	Number of variants such as colours or sizes

With the details add-on

Field	Description
description, longDescription	Product description and bullet details
specs	Specifications as name-value pairs
images	All product images
category	Full category path
upc, model, manufacturer	Identifiers
shippingPrice, variantCount	Shipping cost and number of variants
ratingBreakdown	Count of 5, 4, 3, 2 and 1-star reviews

Product links you paste always return the full details.

A Walmart API alternative

Walmart's official APIs are built for sellers and affiliates: the Marketplace API needs a seller account and returns your own catalogue, and the affiliate API needs an approved publisher account with request limits. Neither gives you a market view of search results.

This Actor is a Walmart API alternative for public product data. It works without the Walmart API: no developer account, no keys, no approval.

	Walmart API	This Actor
Access	Seller or approved affiliate account	Anyone
Data	Your own catalogue, or limited lookups	Any public search, category or product
Setup	Application, keys, token handling	Keywords or links, press Start
Output	API objects	Flat rows: CSV, Excel, JSON

Why use this Walmart scraper

Page after page

Set how many products you want per keyword and the Actor follows Walmart's own pagination until it has them, removing repeats.

Prices you can compare

Current price, pre-discount price and currency are numbers, ready for a spreadsheet or a price-tracking database.

Your own links work

Set any filter or sort on walmart.com, copy the address and paste it. The Actor keeps it as it is and pages through it.

No start fee, and failures are free

You pay per product delivered. Bad links and empty searches return a free error row.

How to scrape Walmart

1. Open the Actor and type Keywords, one per line, or paste Walmart links.
2. Set Max products per keyword, and a sort order or price range if you want them.
3. Turn on Add product-page details if you need descriptions, specifications, all images and the other product-page fields.
4. Press Start, then export as CSV, Excel, JSON or XML, or read the dataset through the API.

Input example

{
  "keywords": [
    "wireless headphones",
    "air fryer"
  ],
  "maxItemsPerQuery": 100,
  "sort": "best_seller"
}

Field	Type	Description
keywords	array	Search terms, one per line, as you would type them into Walmart's search box.
startUrls	array	Walmart search, category or product links, one per line, for example https://www.walmart.com/search?q=air+fryer, https://www.walmart.com/browse/electronics/3944 or https://www.walmart.com/ip/15967651434. A search link keeps its own filters and sort.
maxItemsPerQuery	integer	The Actor pages through the results until it has this many products for each keyword or link. Default 100.
sort	string	Order of the results. Default "best_match".
includeDetails	boolean	Opens each product page and adds the description, specifications, all images, category path, UPC, model number, shipping price and the rating breakdown. Charged as a separate event per product.
maxItems	integer	Hard cap on products for the whole run. 0 means no cap.

Output example

{
  "type": "product",
  "id": "5530776824",
  "url": "https://www.walmart.com/ip/Skullcandy-Crusher-XT-Wireless-Foldable-over-Ear-Headphones/5530776824",
  "title": "Skullcandy Crusher XT Wireless Foldable over-Ear Headphones",
  "price": 79,
  "originalPrice": 100,
  "currency": "USD",
  "rating": 4.6,
  "reviewCount": 1070,
  "image": "https://i5.walmartimages.com/seo/Skullcandy-Crusher-XT-Wireless-Foldable-over-Ear-Headphones_1167a380-6877-4b18-a5c5-a9d9113ebb3f.48b4c31...",
  "seller": "Walmart.com",
  "sellerId": "F55CDC31AB754BB68FE0B39041159D63",
  "inStock": true,
  "availability": "In stock",
  "sponsored": true,
  "category": "Home Page/Electronics/Audio/Headphones/Shop Headphones by Type/Over-Ear and On-Ear Headphones",
  "productType": "Headphones",
  "position": 1,
  "query": "wireless headphones",
  "source": "wireless headphones"
}

Pricing

Pay per result. No start fee, no monthly rental, no minimum.

Event	Charged for	Price
product-listed	each product delivered from a search, category or product link	$1.99 / 1,000
product-detailed	each product that got product-page details (add-on, and always for product links)	$6.99 / 1,000
-	bad links, empty searches and duplicates	free

You export	You pay
100 products	$0.20
1,000 products	$1.99
1,000 products with details	$8.98
10,000 products	$19.90

You are charged right after each batch lands in your dataset, so a run you stop early costs only what it delivered. Proxies are included.

Use cases

Price monitoring and repricing

Run the same keywords or category links daily and compare prices, discounts and stock over time.

Competitor and assortment analysis

See which products, brands and sellers Walmart ranks first for the searches that matter to you.

Market research and sourcing

Export whole categories with ratings and review counts to find demand, gaps and best-sellers.

Catalog enrichment

Match your SKUs to Walmart listings for prices, images and specifications.

Datasets for research and AI

Build dated product datasets for forecasting, academic work and LLM pipelines.

FAQ

Do I need a Walmart account or API key? No. It works without the Walmart API and without logging in.

Is scraping Walmart legal? This is general information, not legal advice. The Actor collects only product information that walmart.com shows publicly to every visitor, and never logs in. Product listings are not personal data, but Walmart's terms restrict automated access, and how you use the data depends on the laws where you are. Use it for research, price monitoring and analysis, and ask a lawyer before building a commercial product on it.

How many products can I get per keyword? As many as Walmart shows, up to 25 pages of 40 per keyword. Narrow searches with a category link, a price range or more specific keywords to go deeper.

Are the prices the ones shown on the site? Yes, as shown to a visitor in the United States at the time of the run. Member prices, cart discounts and taxes at checkout are not included.

Why are some products marked sponsored? Walmart sells positions in its results. The sponsored flag lets you keep or drop them.

Do prices depend on the store? The Actor reads walmart.com as a US visitor without a chosen store, which is the national online price. Store pickup prices can differ.

Can I run it on a schedule? Yes. Daily runs over the same keywords give you price and ranking history.

Use it from AI agents and MCP clients

This Actor is available as a tool on Apify's MCP server. Point Claude, Cursor, Windsurf, ChatGPT agents or any other MCP client at https://mcp.apify.com with your Apify token, add the tool zaver.api/walmart-scraper, and the agent can search Walmart and read the rows in the same conversation. You can also call it from Python or JavaScript with the Apify client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("zaver.api/walmart-scraper").call(run_input={"keywords": ["wireless headphones"], "maxItemsPerQuery": 50})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item.get("price"))

Integrations

• Apify API - start runs and fetch datasets from Python, Node.js, cURL or any HTTP client.
• MCP server - call this Actor as a tool from Claude, Cursor, ChatGPT agents and any MCP client.
• No-code - Make, Zapier, n8n, Google Sheets, Airtable, Slack, webhooks.
• Schedules - run hourly or daily and append to the same dataset to build history.
• Exports - JSON, JSONL, CSV, Excel (XLSX), XML, HTML table.

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