Warehouse-club price monitoring
Sam's Clubエンドポイントを使えば、「Warehouse-club price monitoring」をドキュメント化された入力とJSONレスポンスによる再現可能なAPIリクエストに変えられます。
Turn Sam's Club into structured warehouse-club data — the full department and category taxonomy, paginated category product grids, curated landing pages, related-item carousels, and full product detail with sale-aware pricing, availability, images, ratings and the club's own item number. All normalized JSON, credential-free. There is no free-text search endpoint: Sam's Club's own robots.txt disallows crawling its search results.
Browse Sam's Club categories with real pagination, walk the department taxonomy, and get full product detail as structured JSON.
エンドポイントファミリー
4
ドキュメント化されたパラメータ
10
サンプル数
5
ライブカタログスナップショット
稼働エンドポイント
5
メソッド
GET
必須パラメータ
9
スキーマ参照
5
{
"platform": "Sam's Club",
"endpoint": "samsclub-category",
"method": "GET",
"path": "/samsclub/category",
"auth": "apiKey"
}ユースケース
Browse Sam's Club categories with real pagination, walk the department taxonomy, and get full product detail as structured JSON.
Sam's Clubエンドポイントを使えば、「Warehouse-club price monitoring」をドキュメント化された入力とJSONレスポンスによる再現可能なAPIリクエストに変えられます。
Sam's Clubエンドポイントを使えば、「Category and assortment tracking」をドキュメント化された入力とJSONレスポンスによる再現可能なAPIリクエストに変えられます。
Sam's Clubエンドポイントを使えば、「Product catalog enrichment」をドキュメント化された入力とJSONレスポンスによる再現可能なAPIリクエストに変えられます。
マネージド実行
以下の数値はすべて、稼働中のSam's Clubエンドポイントカタログから取得しています（エンドポイント5件、ドキュメント化されたリクエストパラメータ10個、公開レスポンススキーマ5件）。DocsとPlaygroundが参照しているカタログと同じものです。
Sam's Clubのエンドポイントは5件、4つのリクエストファミリーに分類されています（Product、Category、Contentほか1件）。
これらのSam's Clubエンドポイントには10個のリクエストパラメータがドキュメント化されており、うち9個が必須です。統合コードを書く前に入力仕様をすべて確認できます。
5件のSam's Clubエンドポイントのうち5件が実際のサンプルレスポンスを、5件がドキュメント化されたレスポンススキーマを備えています。最初のリクエストの前に実データの形に合わせて実装できます。
Sam's Clubのエンドポイントは成功時のスキーマに加えてエラーレスポンス（400、404、429、503）もドキュメント化しています。ブロック、レート制限、レコード欠損は空データではなく型付きのエラーとして返ります。
Sam's Clubのエンドポイントは5個のホスト型MCPツールとして提供されており、エージェントは同じパラメータと同じJSON契約のまま、追加の実装なしに同じルートを呼び出せます。
カバレッジマップ
これらのカードは稼働中のエンドポイントカタログから生成されるため、このページはDocsとPlaygroundが使うAPIサーフェスをそのまま反映します。
/samsclub/product/{id}
/samsclub/category
/samsclub/content/{id}
/samsclub/departments
エンドポイントカタログ
/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.
レスポンスに関する注記
- Pagination is real and page-based. `max_page` is the site's own last page; `total_count` is the category's total result count across all pages. - `current_price` is what a guest shopper actually pays; `regular_price` equals `current_price` when the item is not on sale, and is higher (with `on_sale: true` and a nonzero `savings_amount`) when it is. - `unit_price_text` is the per-unit price display (e.g. `$0.28/ea`) when the upstream provides it. - `breadcrumb` is the category's own breadcrumb trail, ordered from the top-level department down to the requested category. - An `id` Sam's Club does not recognize returns a genuine zero-result response (`count: 0`, empty `products`) rather than an error -- Sam's Club does not distinguish an unrecognized id from a legitimately empty category on this page. Example response: ```json {"code":200,"msg":"OK","data":{"category_id":"15660127","title":"Results for \"Savings\"","breadcrumb":[{"id":"100001","name":"All Departments","url":"https://www.samsclub.com/all-departments"},{"id":"5170105","name":"Savings","url":"https://www.samsclub.com/browse/Savings/5170105"}],"page":1,"max_page":16,"count":2,"total_count":687,"has_more":true,"products":[{"item_id":"13610014888","name":"Tide Power PODS + Ultra OXI Laundry Detergent Pacs, 72 ct.","type":"Laundry Detergents","currency_code":"USD","current_price":19.98,"regular_price":24.98,"on_sale":true,"savings_amount":5,"unit_price_text":"$0.28/ea","availability":"IN_STOCK","rating":4.8156,"review_count":4122,"image_url":"https://i5.samsclubimages.com/asr/638eb209-14c5-4a77-8222-cd5c31bd6852.c96234e029bf7888112ad2b74501dee8.jpeg","url":"https://www.samsclub.com/ip/Tide-Power-PODS-Ultra-OXI-Laundry-Detergent-Pacs-72-ct/13610014888"}],"source_url":"https://www.samsclub.com/browse/15660127","fetched_at":"2026-08-11T04:00:00Z"}} ```
MCPツール samsclub_category
/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.
レスポンスに関する注記
- `item_number` is Sam's Club's own club/warehouse item number, distinct from `id` (the catalog product id used in the URL). - `regular_price` and `current_price` are both the same value when the product is not on sale, and diverge when `on_sale` is `true` (`current_price` is what a shopper actually pays). - `unit_price`/`unit_price_text` is the per-unit price display (e.g. `$0.28/ea`) when the upstream provides it. - Pricing, rating, and review data reflect what is visible to a guest (unauthenticated, non-member) shopper; no membership sign-in is required or used. - `category` is the product's breadcrumb path, ordered from the top-level department down to the most specific category. - `images` is the product's full image gallery as absolute URLs. - `rating` and `review_count` are the product's aggregate review statistics; both are `0` when the product has no reviews yet. - An unrecognized `id` returns `404`. An id containing invalid characters returns `400` before any upstream request is made. Example response: ```json {"code":200,"msg":"OK","data":{"item_id":"13610014888","item_number":"990471947","name":"Tide Power PODS + Ultra OXI Laundry Detergent Pacs, 72 ct.","brand":"Tide","description":"<p>There are two things that let you know your clothes are clean...</p>","highlights":["Brand: Tide","Product Net Content UOM: Each"],"category":["All Departments","Household Essentials","Laundry Supplies","Laundry Detergent"],"upc":"030772073438","currency_code":"USD","regular_price":24.98,"current_price":19.98,"on_sale":true,"unit_price":0.28,"unit_price_text":"$0.28/ea","savings_amount":5,"availability":"IN_STOCK","images":["https://i5.samsclubimages.com/asr/638eb209-14c5-4a77-8222-cd5c31bd6852.c96234e029bf7888112ad2b74501dee8.jpeg"],"rating":4.8156,"review_count":4122,"url":"https://www.samsclub.com/ip/13610014888"}} ```
MCPツール samsclub_product
/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).
レスポンスに関する注記
- Each department and subcategory link carries a `type`, one of: `browse`, `cp`, or an empty string (an unrecognized link shape). `browse` ids pair directly with `GET /samsclub/category`. `cp` ids point at a content/landing page that does not reliably carry a product grid -- do not assume a `cp` id works with `/samsclub/category`. - `url` is absolute and has tracking query parameters (e.g. a `mid=` marketing-campaign id) stripped. - `image_url` is only present on top-level departments, not subcategories. Example response: ```json {"code":200,"msg":"OK","data":{"departments":[{"name":"Savings","type":"cp","id":"5170105","url":"https://www.samsclub.com/cp/5170105","image_url":"https://i5.samsclubimages.com/dfw/5a870ffe-ae52/k2-_3cc2f464-40fa-4946-9e2d-6e89f2d711b9.v1.jpg","subcategories":[{"name":"Savings & Clearance","type":"cp","id":"16050279","url":"https://www.samsclub.com/cp/16050279"},{"name":"All Savings","type":"browse","id":"16050279","url":"https://www.samsclub.com/browse/16050279"}]},{"name":"Grocery","type":"browse","id":"1444","url":"https://www.samsclub.com/browse/1444","image_url":"https://i5.samsclubimages.com/dfw/5a870ffe-17b0/k2-_53bebd5b-f106-4523-8a2d-da172fb03d17.v1.jpg","subcategories":[{"name":"All Grocery","type":"cp","id":"1444","url":"https://www.samsclub.com/cp/1444"},{"name":"Fresh Food","type":"cp","id":"430221","url":"https://www.samsclub.com/cp/430221"}]}],"source_url":"https://www.samsclub.com/orchestra/home/graphql/AllDepartmentsPage/...","fetched_at":"2026-08-11T05:00:00Z"}} ```
MCPツール samsclub_departments
/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.
レスポンスに関する注記
- `shelves` lists every related-item carousel the page shows that has at least one item, in the order the page itself renders them. Each shelf's `title` is the label shown above it. - This upstream source does not distinguish an unrecognized product id from a known one -- an unrecognized `id` still returns generic fallback shelves rather than an error or an empty result. - An id containing invalid characters returns `400` before any upstream request is made. Example response: ```json {"code":200,"msg":"OK","data":{"item_id":"13610014888","shelves":[{"title":"Members also considered","items":[{"item_id":"13576901230","name":"Tide PODS Laundry Detergent Pacs, Spring Meadow, 156 ct.","currency_code":"USD","price":29.98,"rating":4.8184,"review_count":13701,"availability":"IN_STOCK","image_url":"https://i5.samsclubimages.com/asr/633d38ab-3838-4098-932e-b2f15af4f2b4.bbbf3ccda9959424955e9fc72791b3b3.jpeg","url":"https://www.samsclub.com/ip/Tide-PODS-Laundry-Detergent-Pacs-Spring-Meadow-156-ct/13576901230"}]},{"title":"Items you may like","items":[{"item_id":"6AM78BEVW2IS","name":"Tide Hygienic Clean Power PODS Laundry Detergent Pacs, Original, 72 ct.","currency_code":"USD","price":19.98,"rating":4.62,"review_count":223,"availability":"IN_STOCK","image_url":"https://i5.samsclubimages.com/asr/example.jpeg","url":"https://www.samsclub.com/ip/Tide-Hygienic-Clean-Power-PODS/6AM78BEVW2IS"}]}],"source_url":"https://www.samsclub.com/orchestra/pdp/graphql/ItemByIdBtf/.../ip/13610014888","fetched_at":"2026-08-11T04:00:00Z"}} ```
MCPツール samsclub_product_related
/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.
レスポンスに関する注記
- `shelves` lists every curated product carousel the page shows that has at least one item, in the order the page itself renders them. Each shelf's `title` is the label shown above it -- the same shape `GET /samsclub/product/{id}/related` returns. - `category_links` lists the page's own category-navigation tiles (e.g. "Grocery & Household", "Health & Beauty"), the same link shape `GET /samsclub/departments` returns. - There is no pagination. A content page's shelves are a fixed, hand-curated set -- unlike `GET /samsclub/category`'s real page-based pagination. - An `id` samsclub.com does not recognize returns `404`, unlike `GET /samsclub/category`'s zero-result response for the same situation -- samsclub.com's own response for this call distinguishes the two cases. Example response: ```json {"code":200,"msg":"OK","data":{"id":"16050279","title":"Savings Center","breadcrumb":[{"id":"100001","name":"All Departments","url":"https://www.samsclub.com/all-departments"},{"id":"7130108","name":"Shops & Promotions","url":"https://www.samsclub.com/cp/shops-promotions/7130108"},{"id":"5170105","name":"Savings","url":"https://www.samsclub.com/cp/shop-savings/5170105"},{"id":"16050279","name":"Savings & Clearance","url":"https://www.samsclub.com/cp/savings-center/16050279"}],"shelves":[{"title":"Clearance","items":[{"item_id":"17389419489","name":"Member's Mark Boys Favorite Jacket","currency_code":"USD","price":11.81,"rating":4.8571,"review_count":28,"availability":"IN_STOCK","image_url":"https://i5.samsclubimages.com/asr/example.jpeg","url":"https://www.samsclub.com/ip/Member-s-Mark-Boys-Favorite-Jacket/17389419489"}]}],"category_links":[{"name":"Grocery & Household","type":"browse","id":"4750103","url":"https://www.samsclub.com/browse/grocery-household-savings/4750103"}],"source_url":"https://www.samsclub.com/cp/16050279","fetched_at":"2026-08-11T06:00:00Z"}} ```
MCPツール samsclub_content
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対象企業
Walmart Inc. · WMT
Sam's Clubを運営するのはWalmart Inc.（WMT）です。CrawloraのSECエンドポイントは同じ企業のCIKを受け取るため、提出書類・財務・インサイダー取引・13F保有を上記のSam's Clubエンドポイントと同じAPIキーで取得できます。
カタログ内の他のWalmart Inc.プラットフォーム
Sam's Clubのスクレイピング方法
Crawlora covers Sam's Club in five endpoints — the department taxonomy, paginated category grids, curated landing pages, product detail and related-item shelves — all normalized JSON behind one API key, with no Sam's Club account. Discovery starts from the taxonomy rather than from a search box, because Sam's Club does not permit search crawling.
/samsclub/departments returns every top-level department with its subcategory list — 24 departments at the time of writing. Each link carries a type: browse ids pair directly with the category endpoint, while cp ids point at a curated content page that does not reliably carry a product grid. Check the type before you use an id.
Pass a browse id to /samsclub/category for that grid. Pagination is real and page-based: the response reports page, count, max_page, total_count and has_more, so a category like Office Supplies comes back as 45 items on page 1 of 2 with 53 in total. The id parameter also accepts a full /browse/{slug}/{id} URL pasted from the site — only the trailing id is used.
current_price is what a guest shopper actually pays. regular_price equals it off-sale and sits higher when on_sale is true, alongside a nonzero savings_amount, and unit_price_text carries the per-unit display such as $0.28/ea.
Take the numeric id from a product's /ip/{slug}/{id} URL and call /samsclub/product/{id} for brand, description, category breadcrumb, pricing, availability, images, aggregate rating with review count, and item_number — the club's own warehouse item number, which is a different identifier from the catalog id in the URL.
/samsclub/product/{id}/related returns the carousels the product page shows, each a named shelf such as Members also considered. Note that this upstream does not distinguish an unknown product id from a real one — an unrecognised id still returns generic fallback shelves rather than an error.
FAQ
Not by free text — Sam's Club's own robots.txt disallows crawling its search results, so no /samsclub/search endpoint is offered. You browse instead: /samsclub/departments gives the full taxonomy and /samsclub/category returns any browse category's product grid with real page-based pagination, which covers most of what a search would have been used for.
Yes, genuinely — not a first-page-only stub. Each response reports page, count, max_page, total_count and has_more, so you can walk a category to the end. Verified live: the Office Supplies category returns 45 products on page 1 of 2 with a total of 53.
Take the numeric id from the product's own /ip/{slug}/{id} URL and pass it to /samsclub/product/{id}. Note that the item_number in the response is a different identifier — Sam's Club's warehouse item number — so don't feed it back in as the id.
Sam's Club blocks some automated requests at the edge, and Crawlora surfaces that honestly as a 503 saying the request was blocked upstream rather than returning an empty result that looks like a real answer. It is intermittent and per-id — retry, and remember blocks cost you no credits since Crawlora bills only successful 2xx responses.
/samsclub/product/{id} returns the aggregate rating and review count — individual review text is not available from this endpoint.