Walmart Canada Scraper — Products, Prices & Clearance

Collect Walmart.ca products by keyword, category link or product link, or discover offers on the online clearance page. Compare CAD prices, sellers, ratings and availability, then export the results to a spreadsheet or dashboard.

Use search and listing links for product discovery. Choose individual product pages for fuller descriptions, specifications, images, variants and up to 10 available reviews. Walmart and marketplace offers are included.

Quick start

Search Walmart Canada by keyword:

{
  "searchQueries": ["air fryer"],
  "maxItems": 40
}

To search several terms and collect more pages:

{
  "searchQueries": ["coffee maker", "electric kettle"],
  "maxItems": 120,
  "maxPages": 2
}

Collect full details for specific products using their links or item IDs:

{
  "productUrls": [
    "https://www.walmart.ca/en/ip/VibrantLife-Stuffed-Rolls-with-Chicken-Rawhide-and-Sweet-Potato-Chews-for-Dogs/6000200160503",
    "6000204333925"
  ]
}

Paste a Walmart.ca search, category or clearance link into searchUrls to keep its filters and sorting. You can combine listing links, search words and product links in the same run. For example:

{
  "searchQueries": ["air fryer"],
  "searchUrls": [
    "https://www.walmart.ca/en/shop/clearance/6000204800999"
  ],
  "maxItems": 80,
  "maxPages": 2
}

For clearance offers alone, use empty input:

{}

Empty input collects up to 40 offers from one clearance page. Providing any nonempty selection replaces that automatic clearance selection; include the clearance link explicitly when you want it alongside other searches.

Inputs

Input	Default	What it controls
searchQueries	Empty	Search words, such as air fryer or coffee maker.
searchUrls	Empty	Walmart.ca search results, category listings or the clearance page. The link's filters and sorting are kept.
productUrls	Empty	Walmart.ca product links or item IDs. Each selected product returns full product-page details when available.
maxItems	40	Maximum distinct product/seller offers across the entire run, from 1 to 200.
maxPages	1	Maximum pages for each search or listing, from 1 to 5. Individual product links each select one product page.

Use up to 10 different selections combined across the three selection fields. Specific product links run first, followed by keyword searches and listing links. Repeated offers within the run are returned once; different sellers can have separate offers for the same product.

The number of returned offers can be lower than your limit when fewer are available or some pages cannot be collected. A search with no matching products can return an empty result.

Location in results

Walmart.ca chooses the location used for each visit. Prices and availability can depend on that location, and different pages or runs can show different cities. Each result's observedLocation reports the location Walmart showed on its source page, including the city and postal code when available.

Location selection is currently unavailable. Results do not select a particular store, reserve pickup or report store stock quantities.

What you can do

• Research products: discover items by keyword or category and compare sellers, ratings and online availability.
• Compare prices: collect current CAD prices, displayed reference prices and listed savings.
• Find clearance offers: collect the online clearance page alongside your other product searches.
• Create richer product catalogs: select product pages for descriptions, specifications, images, variants and available review content.
• Deal alerts and reselling: schedule the clearance run daily and flag new markdowns by referenceSavingsPct for a deal feed or a resale shortlist.
• Compare recurring snapshots: schedule repeated runs and compare your exports over time; join runs on productId and offerId.

Results

Each row describes a product and seller offer. Available fields include:

Fields	What they give you
productId, offerId, url, title, brand	Product and offer identifiers, product links, names and brand.
price, referencePrice, priceText, referencePriceText, currency	Current listed and displayed comparison prices in CAD.
referenceSavingsAmount, referenceSavingsPct	The difference between the current price and the displayed reference price.
sellerName, sellerId, sellerRating, sellerReviewCount	Available seller information.
availability, availabilityText, inStock	Displayed online availability.
rating, reviewCount, badges, isSponsored	Product ratings, review totals, labels and sponsored status when available.
imageUrl, images, category	Product imagery and category information.
fulfillmentType, fulfillmentOptions	Available shipping and fulfillment information.
foundOnClearancePage, isClearance	Clearance-page membership and an explicit clearance label when available.
observedLocation, observedAt	The city and postal code Walmart showed for the offer, and when it was collected.
sourceType, sourceInput, detailLevel	Which selection produced the offer and whether it contains listing or full product-page details.

Full product-page rows can also include description, highlights, specifications, variants, model, upc, ratingBreakdown, recommendedPercentage and up to 10 reviews. Select those products through productUrls; search and listing rows are not automatically expanded into full product pages.

Missing scalar information is null; explicit source zero prices or counts remain zero. A zero-row collection with unverified pagination fails with INCOMPLETE_RESULTS; source-confirmed empty searches remain successful and have no result fee. The status message names the source error code; details are retained in RUN-SUMMARY. If part of a run cannot be collected, the results already delivered are kept and the run summary explains the incomplete coverage.

Output example

One clearance offer from a recorded Walmart.ca clearance page (November 2026), trimmed to the most useful fields; your values will differ:

{
  "productId": "5ZW1TWC2CEKP",
  "offerId": "9D79C1DDEB7E3C5A817DC537B65BFA13",
  "url": "https://www.walmart.ca/en/ip/Jasion-X-Hunter-Electric-Bike-Adults-1400W-Peak-Motor-Foldable-Ebike-48V-13AH-Removable-Battery-20-Fat-Tire-Full-Suspension-Bicycles-30MPH-7-Speed-Co/5ZW1TWC2CEKP",
  "title": "Jasion X-Hunter Electric Bike for Adults, 1400W Peak Motor Foldable Ebike with 48V 13AH Removable Battery, 20\" Fat Tire Full Suspension Electric Bicycles, 30MPH 7-Speed Commuter E-Bike, UL 2849",
  "sellerName": "Heybike CA",
  "fulfillmentType": "FC",
  "availability": "IN_STOCK",
  "availabilityText": "In stock",
  "price": 1199.0,
  "referencePrice": 2159.99,
  "priceText": "$1,199.00",
  "referencePriceText": "$2,159.99",
  "currency": "CAD",
  "referenceSavingsAmount": 960.99,
  "referenceSavingsPct": 44.49,
  "priceScope": "online_listing",
  "foundOnClearancePage": true,
  "isClearance": true,
  "observedLocation": {
    "postalCode": "L5V 2N6",
    "stateOrProvinceCode": "ON",
    "city": "Mississauga",
    "storeId": "1061"
  },
  "page": 1,
  "position": 3,
  "observedAt": "2026-11-04T21:59:25+00:00"
}

Pricing

Actor fees are in USD. Product prices in the results are in CAD.

Delivered result	Fee per 1,000 rows
Search, category or clearance offer	$0.50
Full product-page details	$5.50 total

Every delivered row costs $0.0005. A row with full product-page details adds $0.005, making its total $0.0055. The full-detail total combines the $0.50 per 1,000 base rate with a $5.00 per 1,000 full-detail add-on. Failed requests are not result rows and do not incur result fees.

There is also a $0.005 start fee at the default 512 MB. The start fee applies even when no results are delivered and is charged at one event per GB of selected memory, with a minimum of one event. The default 512 MB uses one start event.

For example, a default-memory run delivering 40 listing offers costs $0.025 in actor fees; a run delivering 10 full product-page rows costs $0.06. Set a maximum charge before starting a run to control spending.

Repeated offers within one run are charged once. An offer collected again in a separate run is charged again.

Coverage and limits

The actor collects snapshots of the selected Walmart.ca pages. Your item and page limits control how much is collected; a complete catalog is not guaranteed.

Prices and availability reflect the Walmart-selected location shown for each result. Online availability does not establish pickup availability at a selected shop or provide store stock quantities.

A reference price is a displayed comparison, not a verified historical selling price. An offer can appear on the clearance page without an explicit clearance badge; isClearance stays empty when no such label is available. Verify prices and availability with the retailer before purchasing.

FAQ

Does it show stock at my local Walmart store? No. It reports the online availability Walmart shows for the location it chose (observedLocation). It does not select a store or report store unit counts.

How fresh is the data? Each run reads the selected pages at run time; nothing is cached between runs.

How do I get a daily clearance feed? Schedule the empty-input run (or your own clearance or category link) once a day and compare runs on productId and offerId, or filter on referenceSavingsPct.

How many products can one run return? Up to 200 offers, 5 pages per search or listing, and 10 selections combined.

What export formats are there? JSON, CSV, Excel, XML and RSS from the dataset, like any Apify run.