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Walmart Product Scraper

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Walmart Product Scraper

Walmart Product Scraper

Reads Walmart.com product pages by item ID or /ip/ URL and returns one row per item: numeric price, was-price, brand, star rating, review count, availability status, the marketplace seller behind the buy box and the main image. Values come from Walmart's own item record, not display strings.

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Walmart Product Scraper — price, stock, ratings and seller by item ID

This Actor scrapes Walmart.com product pages by item ID or product URL and returns one row per item: a numeric price, plus wasPrice, rating, reviewCount, availability, sellerName, brand and the main image. Every value is read out of the item record Walmart's own storefront renders from, so prices, ratings and stock arrive as typed values rather than display strings.

No Walmart account, API key or cookies are used — the Walmart Product Scraper reads what a logged-out visitor sees on the product page. One row per item, about 3.3 seconds per product page at the measured median.

What it returns

FieldTypeNotes
itemIdstringWalmart's US item ID — stable, use it to join or de-duplicate
titlestring
brandstring
pricenumber2.36, not "$2.36"
priceTextstringThe formatted price as shown, e.g. $2.36
wasPricenumberThe pre-markdown price, and only while it is genuinely higher than price
currencystringUSD
ratingnumberAverage stars out of 5
reviewCountnumberExact review count
availabilitystringWalmart's own status, e.g. IN_STOCK, OUT_OF_STOCK; UNKNOWN if the record states none
sellerNamestringThe storefront the buyer sees — Walmart.com for Walmart's own items, otherwise the marketplace seller
imageUrlstringThe main product image
productUrlstringWalmart's canonical URL for the item
sourceUrl, collectedAtstringProvenance for every row

A wasPrice stays on Walmart's record after a promotion ends, so this Actor reports it only when it actually exceeds what the item sells for today. A stale one is returned as null rather than as a discount that no longer exists.

Input

{
"products": ["10450114", "https://www.walmart.com/ip/10450114"],
"maxItems": 1000
}
FieldDescription
productsWalmart item IDs or full walmart.com product URLs. Required, 1–300.
maxItemsCap on dataset items. Default 1000. Free plans stop at 250 requests and 250 results — see below.
concurrencyItems fetched in parallel. Default 2, maximum 5.

A Walmart item is addressed by its numeric item ID, which is the last path segment of a /ip/ URL — https://www.walmart.com/ip/Great-Value-Whole-Milk-Gallon/10450114 is item 10450114. The bare ID and the full URL resolve to the same page and are fetched once, so a mixed list is never billed twice for one item.

A URL on another host, or a walmart.com URL that is not an item page — a /browse/ shelf, a seller storefront — is rejected before it costs a fetch and is reported under failures.

How it reads the page

Walmart server-renders the whole item record into its Next.js page data, and the Walmart Product Scraper reads the row out of that object rather than out of the rendered markup. That record carries prices, ratings and stock as typed values, which is why price, wasPrice, rating and reviewCount come back as numbers with no display strings to clean up.

Use cases

  • Price and rollback monitoring across a catalogue of Walmart items
  • Stock checks on items you resell or source
  • Marketplace-seller intelligence — which third-party seller holds the buy box
  • Enriching a product feed with brand, rating and review count
  • Feeding a repricing or competitive-pricing dashboard on a schedule

Frequently asked questions

Do I need a Walmart account, API key or cookies to scrape Walmart products? No. The Walmart Product Scraper reads only the public product page a logged-out visitor sees.

What is a Walmart item ID? The numeric identifier at the end of a Walmart product URL, for example 10450114 in walmart.com/ip/Great-Value-Whole-Milk-Gallon/10450114. Pass it bare or pass the whole URL — both work.

Can this Actor search Walmart or crawl a category? No. You supply the items; this Actor does not do discovery, so it never spends fetches on pages you did not ask for.

Does it return third-party marketplace sellers? Yes. sellerName is the storefront name shown on the item — Walmart.com for Walmart's own inventory, or the marketplace seller's name.

How many rows does one item produce? One. The Walmart Product Scraper fetches one product page per item and emits one row from it.

What happens to an item ID that no longer exists? That target is recorded under failures in the run's SUMMARY key, with Walmart's own error reason where it gives one, and the rest of the batch still returns.

Limitations

Product pages on walmart.com (US) only. This Actor does not return review text, variant matrices, specification tables, per-store shelf inventory, or the full offer list behind the buy box, and it does not search or crawl categories. Values reflect what Walmart showed at collection time, stamped in collectedAt.

Free plan limit

Runs started from an Apify free plan stop at 250 requests and 250 results, and the run reports that it reached the limit. Any paid plan runs the full input and maxItems you set.

The limit exists because this Actor fetches through our own infrastructure, which Apify does not cover for free-plan runs. It binds on requests as well as results so that a large input list cannot spend those fetches for rows the run will not return.