Walmart Scraper: Products, Prices & Reviews

recordType	product
itemId	790267220
title	K-Express Essentials Single Serve Coffee Maker - Cloud White

How to use it: 3 steps

Make a free Apify accountApify is the cloud platform where our tools run. The free plan gives you $5 of usage every month, no credit card needed. You pay Apify, not us.
Paste your input and press StartNo code needed: you fill in a form (the input). It already has a working example. For example: air fryer in Search terms. Each start is one run.
Download the resultsWhen the run ends, the results are in a table (the dataset). Open Output, press Export and pick Excel or CSV. JSON and the API are there too.

This tool is an Apify Actor: a small program that runs on Apify. You can also run it on a schedule, for example every Monday. New to it? Read how it works, step by step and the 8 words you need first.

Made by Cliqto Media, an independent digital media company. We made this tool and keep it working. About us

What it does

Add search terms, category links, or Walmart item IDs and get rows with products, prices, stock, seller offers, or customer reviews from Walmart.com. No Walmart login or API key is needed, and the prefilled run of 10 products costs about $0.03 on the Free plan.

Search results: products for your search terms.
Category products: products from Walmart browse links.
Product details: full product data for links or item IDs, with brand, UPC, specifications, variants, and images.
Customer reviews: review text, stars, date, verified purchase, and helpful votes.
Seller offers: every seller listed for a product, with price, condition, shipping, and returns.

Good for

You need Walmart.com prices and stock as a table or through an API.
You want to compare the same product in two stores.
You want to see which sellers offer a product and at what price.
You want reviews for product research.
You want a scheduled price check that returns only changes.

Not a good fit

You need another country's Walmart site. The Actor reads only walmart.com in the US.
You need data from a signed-in account, such as orders or your Marketplace listings.

Who uses it

Price trackers

Check prices and stock on a schedule and keep only changes.

Marketplace sellers

See which sellers offer a product and at what price.

Product researchers

Read customer reviews for product research.

Price

Pay per event: you pay for each result the tool saves, plus a small start fee for each run. The price includes Apify platform costs. Apify bills you, not us. Prices below are for the Apify free plan.

What you pay for	Price	When
Start fee	$0.0012	Charged once per run. This tool uses 1 GB of memory or less by default; more memory costs more.
Search product	$0.00279 (from $0.001953 on paid Apify plans)	One unique product from a search or category list.
Product details	$0.00279 (from $0.001953 on paid Apify plans)	One product or variant opened for full details.
Customer review	$0.00027 (from $0.000189 on paid Apify plans)	One unique customer review saved to the dataset.
Seller offer	$0.00279 (from $0.001953 on paid Apify plans)	One marketplace seller offer saved to the dataset.
New or changed product	$0.0009 (from $0.00063 on paid Apify plans)	One new or changed product saved when change tracking is on.
Walmart data check	$0.00045 (from $0.000315 on paid Apify plans)	One product or offer lookup, or one search, category, or review page checked. Includes pages without matching results.
Change tracking check	$0.0009 (from $0.00063 on paid Apify plans)	One page or product checked against the saved history. Includes checks without changes.

Examples

One result: about $0.004.
1,000 results: about $2.79.
Every day 100 results, for 30 days: about $8.41 a month.

Free to try: the Apify free plan gives you $5 of usage every month, no credit card needed. That is enough for about 1,700 results.

Prices checked on 8 November 2026. See the current price on Apify.

Questions

Do I need a Walmart account or API key?

No. The tool reads public pages. You only need an Apify account.

Can I get the price in a specific store?

Yes. Add postalCode, storeId or state. The same product can cost different amounts in two stores.

Why are some fields null?

Walmart did not give the value on the page that was read. Search rows have no UPC or description.

Why are there fewer rows than maxItems?

Walmart shows a limited number of pages for each search. A filter, the spending limit, or a page limit can also stop a run. stopReason in RUN_SUMMARY shows which limit ended it. If it is empty, the list ended.

How fresh is the data?

The Actor reads the live page during the run. fetchedAt shows when. Walmart can change prices and stock at any time.

Is it legal to collect this data?

The Actor reads public pages and does not save reviewer names or profiles. Check the Walmart terms and the laws in your country for your use. This is not legal advice.

Details

Step by step on Apify

In Data to collect, leave Search results.
In Search terms, keep air fryer or add your own words.
In Maximum results, keep 10.
Click Start.
When the run ends, go to the Output tab. Check title, price, rating, seller, and inStock.

Use cases

Task	Input	You get	Key fields	Next step
Track prices of a product group	`mode: search`, `queries`, `onlyChanges`	Changed products	`itemId`, `price`, `wasPrice`, `changeType`, `previousValues`	Schedule with a webhook or Slack summary
Compare prices and stock between stores	`mode: product`, `productUrls`, `storeId` or `postalCode`, one run per store	Store-specific product	`price`, `inStock`, `fulfillment`, `location`	Google Sheets or a database
Check marketplace sellers	`mode: offers`, `productUrls`	Seller offers	`seller`, `sellerType`, `price`, `condition`, `freeShipping`, `returnPolicy`	Export to CSV for a seller review
Study customer feedback	`mode: reviews`, `productUrls`, `reviewRating`, `reviewsAfter`	Reviews	`rating`, `text`, `date`, `verifiedPurchase`, `helpfulVotes`	Text analysis or an AI agent
Build a product catalog list	`mode: category` with `categoryUrls`, `includeDetails`	Detailed products	`title`, `brand`, `upc`, `specifications`, `images`	Your catalog or matching tool

Tips for better results

Add a ZIP code, store ID or state to read prices for one store.
Turn on includeDetails or use product mode to get UPC and description.
One run saves up to 1000 rows. Raise the timeout for reviews of several products.

Limits and good to know

Source: walmart.com in the US only
Results: up to 1000 rows per run. We tested 700 products from two search terms and 999 reviews of one product over 100 pages. That review run took about 4 minutes, close to the default timeout, so raise the timeout for several products
Pages: up to 100 per input. A search page has about 40 products, and a review page has about 10 reviews
Requests: up to 160 per run. A search with a store location or includeDetails uses one request per product, so plan for up to about 150 products per run
Data size: up to 100 MB per run and 6 MB per page. A larger page fails only its own input with PAGE_TOO_LARGE
Category links: the Actor checks that a link is a walmart.com /browse/ link. Walmart can answer a wrong category path with other products, so look at the first rows
Time: the Actor stops 40 seconds before the run timeout and keeps the rows it saved. The default timeout is 300 seconds. If no paid work starts in the first 20 seconds, the run stops with DEADLINE. A run timeout under about 60 seconds can stop at once with INVALID_RESOURCES
Attempts: up to 4 for each link

For developers

Sample result

One result from a real test run, in JSON. Real values change from run to run. In Excel or CSV each field is a column.

one result · JSON

{
  "recordType": "product",
  "status": "complete",
  "itemId": "790267220",
  "title": "K-Express Essentials Single Serve Coffee Maker - Cloud White",
  "price": 71.9,
  "wasPrice": null,
  "currency": "USD",
  "rating": 4.4,
  "reviewsCount": 65053,
  "seller": "Que Buy",
  "inStock": true,
  "availability": "IN_STOCK",
  "fulfillmentType": "FC",
  "badges": ["Best seller"],
  "position": 16,
  "sponsored": false,
  "bestSeller": true,
  "freeShipping": true,
  "shippingArrival": "tomorrow",
  "twoDayShipping": true,
  "shippingAvailable": true,
  "pickupAvailable": false,
  "deliveryAvailable": false,
  "location": {
    "postalCode": "95829",
    "storeId": "3081",
    "state": "CA",
    "city": "Sacramento"
  },
  "query": "coffee maker",
  "source": "https://www.walmart.com"
}

Use it from code

Actor ID: cliqtomedia/walmart-scraper. You need your Apify API token from Apify Console → Settings → API & Integrations.

Python · apify-client

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("cliqtomedia/walmart-scraper").call(run_input={
    "mode": "search",
    "queries": [
        "air fryer"
    ]
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

cURL

curl -X POST "https://api.apify.com/v2/acts/cliqtomedia~walmart-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"mode": "search", "queries": ["air fryer"]}'

LangChain · langchain-apify

# pip install langchain-apify
# set APIFY_TOKEN in your environment
from langchain_apify import ApifyActorsTool

tool = ApifyActorsTool("cliqtomedia/walmart-scraper")
result = tool.invoke({"run_input": {"mode": "search", "queries": ["air fryer"]}})
print(result)

The cURL call waits for the results, up to 300 seconds. For longer runs, start a run (/runs) and get the results with a webhook or by checking the run. Apify API docs. LlamaIndex, MCP for AI agents and the JavaScript client: AI agents & MCP.

Data fields (40)

Field	Type	Meaning
`recordType`	string	Product, review, or status row.
`status`	string	Complete data, a product that was not found, or an input that failed.
`itemId`	string	Numeric Walmart item ID.
`title`	string	Product name or review title.
`price`	number	Current product price in US dollars, when shown.
`wasPrice`	number	Previous price, when shown.
`currency`	string	Currency reported with the price.
`unitPrice`	number	Price per unit, when shown.
`rating`	number	Product average rating or review stars.
`reviewsCount`	number	Product rating and review count.
`seller`	string	Seller display name, when available.
`sellerId`	string	Walmart seller identifier.
`inStock`	boolean	True for in stock, false for out of stock, null if unknown.
`availability`	string	Availability label from Walmart.
`location`	object	City, ZIP, state and store reported by Walmart. For store-specific results, the ZIP entered by the user is recorded separately.
`url`	string	Source product or review page.
`images`	array	Image URLs shown by Walmart.
`brand`	string	Product brand.
`model`	string	Product model.
`upc`	string	Product UPC, when shown.
`description`	string	Product description as plain text.
`shortDescription`	string	Short product description as plain text.
`specifications`	array	Product attributes as name and value pairs.
`categories`	array	Category names from the product page.
`variants`	array	Variant names and choices.
`variantProducts`	array	Linked variants with item IDs, URLs, prices, and availability.
`offers`	array	Other offers embedded on the product page, if present.
`fulfillment`	array	Pickup, delivery and shipping options that carry data, including availability, aisle, order limits and dates when shown. Store ID is null for shipping from a warehouse.
`position`	integer	Rank of the card among those read for one search term or category link, counted from 1 and including sponsored cards. Numbering restarts for each term or link. A product shown twice keeps its first rank, so numbers can skip. Null for rows opened from an item link.
`sponsored`	boolean	True when the search card is marked as sponsored. Null when the row did not come from a card.
`bestSeller`	boolean	True when Walmart shows a Best seller badge on this item. Null when the page has no badge data.
`shippingArrival`	string	Arrival text from the search or category card, such as tomorrow, in 3+ days or Mon, Nov 9. Null when the card has none.
`twoDayShipping`	boolean	True when the card promises arrival within two days, worked out from shippingArrival. Null when the card has no shipping text.
`errorCode`	string	On a free status row with status error: why this one input failed. The run moves on to the next input.
`input`	string	On a free status row with status error: the search term, link or item ID that failed.
`query`	string	Search term that found this product.
`source`	string	Walmart.com source origin.
`fetchedAt`	string	Time the data was collected, in UTC.
`reviewId`	string	Walmart review ID.
`text`	string	Customer review text.

Input settings (25)

The main fields of the input form. With the API you send them as JSON.

Setting	Name in the API	Type	Example value
Data to collect	`mode`	string	`"search"`
Search terms	`queries`	array	`["air fryer"]`
Product links or item IDs	`productUrls`	array
Category links	`categoryUrls`	array
Maximum results	`maxItems`	integer	`10`
Maximum pages per input	`maxPages`	integer	`50`
First page	`startPage`	integer	`1`
Product order	`sort`	string	`"best_match"`
Minimum price	`minPrice`	number
Maximum price	`maxPrice`	number
Product filters	`facet`	string
Open each product	`includeDetails`	boolean	`false`
Open product variants	`includeVariants`	boolean	`false`
Review order	`reviewSort`	string	`"relevancy"`
Add reviews to products	`includeReviews`	boolean	`false`
Reviews per product	`maxReviews`	integer	`10`
Review stars	`reviewRating`	integer
Verified purchases only	`verifiedOnly`	boolean	`false`
Reviews from date	`reviewsAfter`	string
Requested US ZIP code	`postalCode`	string
Requested Walmart store	`storeId`	string
Requested US state	`state`	string
Only new or changed results	`onlyChanges`	boolean	`false`
History name	`stateName`	string	`"default"`
Fields to compare	`monitorFields`	array	`["price", "wasPrice", "inStock", "rating", "reviewsCount"]`

Use cases with this tool

Each guide shows all the steps and the other tools.

Track prices in shops and marketplaces

Walmart Scraper: Products, Prices, Sellers and Reviews

How to use it: 3 steps

What it does

Good for

Not a good fit

Who uses it

Price trackers

Marketplace sellers

Product researchers

Price

Examples

Questions

Details

For developers

Sample result

Use it from code

Use cases with this tool

Start on Apify

Walmart Scraper: Products, Prices, Sellers and Reviews

How to use it: 3 steps

What it does

Good for

Not a good fit

Who uses it

Price trackers

Marketplace sellers

Product researchers

Price

Examples

Questions

Details

For developers

Sample result

Use it from code

Use cases with this tool

Similar tools

Google Shopping Scraper - Prices, Stores & Offers, No Login

Shopify Store Products Export - No Login, Any Store

AliExpress Scraper: Products, Prices & Reviews, No Login

eBay Sold Listings Scraper - Sold Prices & Dates

Amazon Product Scraper: Prices, Reviews, BSR, No Login

Coles, Woolworths & Aldi Price Scraper - No Login

Start on Apify