Walmart Products Scraper: Prices, Sellers, Ratings & Images
Pricing
from $2.50 / 1,000 products
Scrape Walmart products by search words, search or category URL, or product URL: item id, name, brand, price, was-price, unit price, availability, seller, rating and review count, image URLs, category path, UPC and specifications. Several searches per run, a max per search. No login. Misses free.
row_type
Optional
product (one product, charged) or search (the input's row with the walk's verdict; free).
input_index
Optional
The 1-based position of the input this row answers: startUrls first, then searchQueries.
input_value
Optional
The input as you gave it (the URL or the search words).
input_kind
Optional
Which input it came from: url (startUrls) or query (searchQueries).
search_url
Optional
The list (or the product) on walmart.com, as a URL you can open.
status
Optional
A search row: ok, not_found, invalid, duplicate, failed or not_read (see the FAQ). A product row: ok.
status_detail
Optional
Why a search row is not ok, in a sentence.
scraped_at
Optional
When the row was read (UTC).
position
Optional
The product's place among this search's delivered products (1 = first); 1 for a product URL.
page
Optional
The list page the product was on (empty for a product URL).
item_id
Optional
Walmart's item id (usItemId, the number in the product URL).
product_id
Optional
Walmart's product id (productId, letters and digits).
url
Optional
The product's page on walmart.com.
name
Optional
The product's title.
brand
Optional
The brand Walmart shows (empty on a category card when the product's page is not read).
price
Optional
The current price, in currency (the lowest option's price when the product has a price range).
currency
Optional
The price's currency (USD).
was_price
Optional
The struck-through earlier or list price, when Walmart shows one.
unit_price
Optional
The price per unit as Walmart writes it ($4.60/count, $1.02/lb), when it shows one.
availability
Optional
IN_STOCK or OUT_OF_STOCK (Walmart's own status, for its default location).
seller_name
Optional
The seller's name (Walmart.com, or a Marketplace seller's shop name).
seller_id
Optional
Walmart's id of the seller.
seller_type
Optional
INTERNAL (Walmart itself) or EXTERNAL (a Marketplace seller), from the product's page.
fulfillment_type
Optional
How Walmart fulfils the offer (FC fulfilment centre, STORE, MARKETPLACE, …).
rating
Optional
The average star rating (1-5).
review_count
Optional
The number of ratings and reviews.
rating_counts
Optional
How many ratings of each star: {"1": …, "5": …} (from the product's page).
image_url
Optional
The main image, full size.
image_urls
Optional
Every image of the product, full size (one image when the product's page is not read).
category_path
Optional
Walmart's category path, top level first (Electronics > Laptops > …).
upc
Optional
The product's UPC barcode number, from its page.
model_number
Optional
The manufacturer's part or model number, from its page.
short_description
Optional
The product's short description as text.
specifications
Optional
The specifications table: a list of {name, value}.
variant_options
Optional
The variant choices: {"Size": ["S", "M", …], "Color": […]}.
variants_count
Optional
How many variants the product has.
sponsored
Optional
True when the search card was a sponsored placement (empty for a product URL).
details_status
Optional
read (the product's page was read), not_asked (includeDetails off: the search card's fields only), refused (Walmart did not serve the page: the card's fields only) or not_found (the page answered no product).
first_seen_at
Optional
With onlyNew: the day this memory first saw the product.
last_seen_at
Optional
With onlyNew: the day this memory last saw the product.
times_seen
Optional
With onlyNew: how many runs of this memory saw the product.
items_count
Optional
A search row: Walmart's own count of products for the list, as the server that answered page 1 gave it. Walmart's servers give different counts for the same list (for one search on 2026-10-23: from 383 to 361,614), so read it as a size class, not an exact figure.
items_delivered
Optional
A search row: the product rows this input delivered.
pages_read
Optional
A search row: the list pages read.
repeats_skipped
Optional
A search row: products skipped because an earlier page or another input of the run already delivered them.
skipped_seen
Optional
A search row, with onlyNew: products an earlier run of this memory delivered, skipped free in this run (their pages not read).
verdict
Optional
A search row: COMPLETE (Walmart's own end of the list), CAPPED (your limit), TRUNCATED (the list ended far below Walmart's count: Walmart shows a reader about 500 products of a list) or PARTIAL (a refusal or the time limit stopped it).
verdict_detail
Optional
A search row: the verdict in a sentence, with the counts.
error
Optional
true on the one row a rejected input writes; absent on a result row
code
Optional
why the input was rejected, as a code (INPUT REJECTED runs only)
message
Optional
what to change, in words (INPUT REJECTED runs only)
