Warehouse-club price monitoring
Use Sam's Club endpoints to turn warehouse-club price monitoring into repeatable API requests with documented inputs and JSON responses.
Turn a Sam's Club product page into structured warehouse-club data — pricing, availability, category breadcrumb, images, aggregate rating and review count, and the club's own item number, all as normalized JSON. Credential-free. Scoped to product detail only; Sam's Club's own robots.txt disallows search crawling.
Get a Sam's Club product's full detail — pricing, availability, images, and aggregate rating — as structured JSON.
Endpoint families
4
Documented params
10
Examples
0
Live catalog snapshot
Active endpoints
5
Methods
GET
Required params
9
Schema refs
5
{
"platform": "Sam's Club",
"endpoint": "samsclub-product",
"method": "GET",
"path": "/samsclub/product/{id}",
"auth": "apiKey"
}Use cases
Get a Sam's Club product's full detail — pricing, availability, images, and aggregate rating — as structured JSON.
Use Sam's Club endpoints to turn warehouse-club price monitoring into repeatable API requests with documented inputs and JSON responses.
Use Sam's Club endpoints to turn availability and stock tracking into repeatable API requests with documented inputs and JSON responses.
Use Sam's Club endpoints to turn product catalog enrichment into repeatable API requests with documented inputs and JSON responses.
Managed execution
Each Crawlora platform API is designed around a specific data surface. Instead of exposing a generic fetch endpoint, Crawlora combines endpoint-specific request logic, managed infrastructure, parsing, normalization, billing, and Playground-tested examples.
Request behavior is tuned for the target platform and endpoint type.
Supported endpoints can use managed proxy routing to improve reliability and reduce infrastructure work.
Dynamic pages can be routed through managed browser instances where JavaScript rendering is required.
Challenge pages and unusable upstream responses are detected and surfaced clearly.
Results are returned as documented JSON instead of raw HTML.
Test the same route from Docs and Playground before production integration.
Coverage map
These cards are generated from the active endpoint catalog, so the landing page reflects the same API surface used by Docs and Playground.
/samsclub/product/{id}
/samsclub/category
/samsclub/content/{id}
/samsclub/departments
Endpoint catalog
/samsclub/product/{id}Returns one Sam's Club product's full detail: name, brand, description, category breadcrumb, pricing, availability, images, aggregate rating and review count, and the club's own item number. id is the numeric product id from a Sam's Club product page's /ip/ URL.
/samsclub/categoryReturns a Sam's Club category or collection page's product grid, with real page-based pagination. id accepts a bare numeric category id (from a nav link's /browse/{id} URL) or a full /browse/{slug}/{id} URL copied from samsclub.com -- only the trailing id is used. Returns normalized products with name, brand, pricing, availability, rating, and image. An id samsclub.com does not recognize returns a genuine zero-result response rather than an error, matching upstream's own behavior.
/samsclub/content/{id}Returns one Sam's Club curated content/landing page (e.g. a seasonal savings hub or a "New Arrivals" page) -- distinct data from GET /samsclub/category's flat, paginated product grid. id accepts a bare numeric content page id (from a nav link's /cp/{id} URL) or a full /cp/{slug}/{id} URL copied from samsclub.com -- only the trailing id is used. Returns a title, breadcrumb, named curated product shelves, and a category-navigation tile grid. There is no pagination -- a content page's shelves are a fixed, hand-curated set. An id samsclub.com does not recognize returns a 404, unlike GET /samsclub/category's zero-result response for the same situation.
/samsclub/departmentsReturns Sam's Club's full department/category taxonomy, as shown on its own "All Departments" page: every top-level department with its own subcategory list. Each link's type is "browse" (pairs directly with GET /samsclub/category), "cp" (a content/landing page that does not reliably carry a product grid), or empty (an unrecognized link shape).
/samsclub/product/{id}/relatedReturns the related-item carousels shown on a Sam's Club product page, each a named shelf (e.g. "Members also considered", "Items you may like") of normalized products with pricing, rating, and image. id is the numeric product id from a Sam's Club product page's /ip/ URL. This upstream source does not distinguish an unrecognized id from a known one -- an unrecognized id still returns generic fallback shelves rather than an error.
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How to scrape Sam's Club
Crawlora's Sam's Club endpoint returns product detail as normalized JSON with one API key — no Sam's Club account required.
Pass the numeric product id (from a product page's /ip/{slug}/{id} URL) to /samsclub/product/{id} for full detail — brand, description, category breadcrumb, pricing, availability, images, aggregate rating with review count, and the club's own item number.
FAQ
No — this platform is scoped to product detail only. Sam's Club's own robots.txt disallows crawling its search results, so no /samsclub/search endpoint is offered.
Take the numeric id from the product's own /ip/{slug}/{id} URL and pass it to /samsclub/product/{id}.
/samsclub/product/{id} returns the aggregate rating and review count — individual review text is not available from this endpoint.