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from $2.00 / 1,000 products

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Walmart Scraper — Products, Prices & Reviews

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Walmart.com products from any search, category or product URL: price, was-price, savings, rating, review count, seller, stock, shipping and pickup, badges and search rank. Add specifications, variants, UPC and images, or customer reviews with text and stars. No login.

Pricing

from $2.00 / 1,000 products

Rating

0.0

(0)

Developer

Trevor Ortega

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

E-commerce

Security

Search terms

searchTerms

Optional

Keywords to search on Walmart.com, one per line (e.g. "headphones", "air fryer"). Each term is searched separately and paginated automatically: one request returns 40 products plus sponsored tiles.

Type:array

Start URLs

startUrls

Optional

Walmart.com URLs to scrape instead of (or in addition to) search terms: search pages (https://www.walmart.com/search?q=lego), browse pages (https://www.walmart.com/browse/electronics/3944_133251_1095191), category pages (https://www.walmart.com/cp/headphones/1095191), product pages (https://www.walmart.com/ip/18901811909, returned with full details) or review pages (…/reviews/product/18901811909, returns reviews only). Filters you set on the site are kept: copy the URL from your browser.

Type:array

Max items

maxItems

Optional

Stop after this many dataset items in total. Products and reviews both count, so with reviews on raise it accordingly (100 products with 20 reviews each = 2,100 items). Keeps cost predictable.

Type:integer

Minimum:1

Default:100

Max pages per search

maxPagesPerSearch

Optional

How many result pages to open per search term or listing URL (40 products each, one proxy request per page). Walmart itself stops at 11-25 pages per query.

Type:integer

Minimum:1

Maximum:50

Default:10

Sort by

sortBy

Optional

Result order for search terms and search / browse URLs, as on Walmart's own "Sort by" menu. Walmart returns an empty list for "Price: low to high" combined with a minimum price, so that combination is collected in best-match order within the price range.

Type:string

Default:best_match

Options:

best_matchprice_lowprice_highbest_sellerrating_highnew

Min price (USD)

minPrice

Optional

Only products at or above this price (Walmart's own price filter). Sponsored tiles ignore Walmart's filter, so products outside the range are dropped before saving and never charged.

Type:integer

Minimum:0

Max price (USD)

maxPrice

Optional

Only products at or below this price (Walmart's own price filter).

Type:integer

Minimum:0

ZIP code (store and delivery location)

zipCode

Optional

US ZIP code, e.g. 10001. Walmart prices, stock and pickup / delivery options depend on the store, so the nearest Walmart store to this ZIP is selected and used for every page of the run, and every product gets storeId, storeName and zipCode. Leave empty for Walmart's default store (Sacramento, CA 95829), as before. Selecting the store adds 3 small requests per run (1 store finder request through your proxy, 2 through Apify residential); with product details or product URLs, product pages are loaded through Apify residential (about 130 KB each, roughly $0.001) because the Unblocker ignores the store on product pages. The stores near the ZIP are saved in the NEARBY_STORES record.

Type:string

Store ID

storeId

Optional

A specific Walmart store number, e.g. 4376 (it is in the store page's URL, walmart.com/store/4376). With a ZIP code, delivery dates are for that ZIP; without one, the store's own ZIP is used. Leave empty to use the store nearest to the ZIP code.

Type:string

Include sponsored products

includeSponsored

Optional

Walmart mixes sponsored tiles into the results (about a third of the first page). They are saved with isSponsored = true. Turn this off to keep organic results only.

Type:boolean

Default:true

Include product details

includeDetails

Optional

Also open every product page to get the description, specifications, all images, every variant with its own price and stock, UPC, model, brand, seller profile (rating, review count, storefront), return policy, warranty, rating breakdown and shipping / pickup / delivery options. One extra proxy request and one extra detail charge per product (see pricing).

Type:boolean

Default:false

Include reviews

includeReviews

Optional

Also collect customer reviews for every product, as separate items with type = "review". Walmart serves 10 reviews per request; with details on, the first 10 come from the product page at no extra request. Each review includes the reviewer nickname as Walmart shows it.

Type:boolean

Default:false

Max reviews per product

maxReviewsPerProduct

Optional

Cap on reviews per product (also applies to review-page start URLs). Only reviews with text are listed by Walmart; star-only ratings are counted in reviewCount but have nothing to scrape.

Type:integer

Minimum:1

Default:20

Sort reviews

reviewSort

Optional

Order in which reviews are collected (matters when a cap is set). "Newest" is best for monitoring; "Lowest rating" surfaces complaints.

Type:string

Default:relevancy

Options:

relevancynewesthelpfulrating_highrating_low

Only reviews newer than

reviewsNewerThan

Optional

Only reviews newer than: a date (YYYY-MM-DD) or a period such as '7 days' or '24 hours'. Reviews are then read newest first and reading stops at the first review page that is entirely older, so a daily schedule with '1 day' costs about one review request per product. Applies when reviews are collected (Include reviews on, or reviews URLs).

Type:string

Only new or changed items

onlyNewOrChanged

Optional

Remember what earlier runs of this search returned and output only new items or items whose price/status changed. Use with a Schedule; unchanged items are not charged. With this on, Max items is the watched window: the first products of the listing are checked every run (each counted with the reviews it would bring), so a run never digs deeper than the first one. Price, was price, stock status, star rating and seller are compared (with reviews on, the review count too, and only reviews not seen before are output, newest first). Turn off sponsored products for a stable watch: ads rotate between visits.

Type:boolean

Default:false

Monitoring key

monitoringKey

Optional

Name for this watch, so several schedules on the same search stay separate; defaults to a key derived from the search input.

Type:string

Proxy

proxyConfiguration

Optional

Walmart shows a "Robot or human?" challenge to datacenter and residential proxies, so the default is Apify's Unblocker proxy (group UNBLOCKER). It is billed to your Apify account per successful request: 10 Unblocker units, about $0.0015 on the free plan and less on paid plans. One request returns a search page with 40+ products, one product page, or 10 reviews.

Type:object

Default:

{
  "useApifyProxy": true,
  "apifyProxyGroups": [
    "UNBLOCKER"
  ]
}

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