For Sam's Club data inside an app, a price tracker or an AI agent, start with Scavio's Sam's Club API. It is the one option here that prices an item at the club you name: POST /api/v1/samsclub/product with a club_id returns that club's shelf price next to the samsclub.com online price, whether the club has it on the shelf, and the aisle, and /clubs finds the club id from a ZIP code. The same key lists every Instant Savings offer with its end date, the clearance category and member reviews. Every call is 1 credit, from $2 per 1,000 requests on the Growth plan billed yearly.
You need a third-party API because Sam's Club does not publish one for its catalog. The Sam's Club developer portal is for suppliers who onboard as advertisers, and its APIs manage campaigns, ad groups, keywords, placements and reports. None of it reads a club's shelf price or stock.
We build Scavio, so read this with that bias in mind. Every Scavio number below comes from live calls we made on October 31, 2026. Every competitor detail was read off the vendor's own page or documentation that day, and where a detail was not published we say so. The screenshots are each vendor's own Sam's Club page, captured the same day.
Which Sam's Club API fits your job?
| Tool | Choose it for | Club-level price and stock | Reviews and deals | Price (checked Oct 31, 2026) |
|---|---|---|---|---|
| Scavio | Apps and agents that need what one club charges and stocks | club_id on product: shelf price, stock, aisle; club locator by ZIP | Reviews with star breakdown; every Instant Savings offer; clearance | From $2 per 1,000 requests (Growth, yearly); 1 credit a call; 50 free credits |
| Bright Data | Large files of product records | Not documented (product URLs as input) | Separate reviews collector | $1.50 per 1,000 records; 5,000 free records a month |
| Unwrangle | Search, product and reviews by URL on a monthly plan | Not documented | Reviews API | 10 credits a call; $99/mo for 100,000 credits ($9.90 per 1,000 calls) |
| Apify actors | Cheap scheduled exports | Not documented | Reviews on some actors | $0.89 per 1,000 results, $1.99 per 1,000 product details (123 Webdata) |
| Outscraper | No-code exports with a free first 500 | Not documented | Reviews listed | First 500 products free; tiers shown as $3 and $1 (unit unclear, see below) |
The club price is not always the online price
Sam's Club shows two prices for many items: what it charges online and shipped, and what a given club charges on its shelf for pickup, delivery or a walk-in. An API that returns one price leaves you to guess which. We picked six clubs with Scavio's club locator (Dallas, Cicero near Chicago, South Gate near Los Angeles, Doral near Miami, Atlanta and Tempe near Phoenix) and priced 18 items at each with one product call per club: 108 calls.
Of 96 answered calls, 74 club prices matched the online price, 14 were lower and none were higher. Community Coffee Breakfast Blend, 40 oz was $21.48 online, $15.91 at the Dallas Greenville club and $13.98 at the Atlanta club: 34.9% below online. Member's Mark Classic ground coffee, Dunkin' K-Cup pods and NIDO milk powder were 5.6% to 6.4% cheaper at some clubs. The catch is stock. For all four items, the cheapest club had none on the shelf (in_stock_at_club: false), so a deal finder that ignores stock sends people to an empty shelf.
Club-to-club differences go beyond price. The Member's Mark whole milk gallon was $3.88 at the Dallas club and $4.08 in Doral and Atlanta, and the same item id came back not found at Cicero, South Gate and Tempe, because fresh items carry regional ids. Bounty Select-A-Size, 12 rolls cost $25.68 everywhere but sat in aisle B11 in Dallas, B6 in South Gate, F17 in Tempe, F18 in Doral and F20 in Atlanta.
1. Scavio: club shelf price, stock and aisle, plus every deal
Scavio's Sam's Club API is 6 POST endpoints on samsclub.com, each 1 credit. Measured on October 31:
- Product: with a
club_id, the response carriesprice(online),club_price,channel_pricesfor shipping, pickup and delivery,in_stock_at_club,aisle, member and order limits, the rating breakdown and afulfillment.optionslist with each method's status, quantity, location, estimated date and fee. Calls took 1.8 to 21.9 s, with a median of 4.6 s. - Clubs: ZIP 75201 returned the Dallas, Greenville club (4925) at 2.57 miles, with address, coordinates, phone, hours and a
temporarily_closedflag. - Search: "coffee" returned 47 result rows on page 1 of 7 (287 results), 5 of them sponsored, plus 18 rows from Sam's Club's recommendation carousels, each labelled in
section. Every row has price, unit price, rating, review count, stock, fulfillment flags and aisle. - Instant Savings: 3,453 items over 77 pages, each offer with its amount, end date and purchase limit. On the first page, 35 of 45 offers ended "Nov 29".
- Category and reviews: clearance (category 1150109) listed 138 items over 4 pages, and 26 of the 42 on page 1 were out of stock. Reviews come 10 a page with five sort orders, the average, total and 1-5 breakdown.
What it does not do: search, Instant Savings and category are priced and stocked at a club Sam's Club picks by location, and you cannot choose it; in our calls it was Dallas, Lombard, Illinois and Los Angeles on different requests, named in data.club each time. Search listed the Dunkin' pods at $45.88, the shelf price we saw at four of the six clubs, against $47.68 online, so treat a listing price as one club's, not the online price. Quantities are capped at 8, so available_quantity: 8 means 8 or more. There is no stored price history. The benefit is one key and one JSON format for Sam's Club alongside Costco, Walmart and Kroger, plus an MCP server for agents. How to get Sam's Club product data walks through each call with captured responses.
2. Bright Data: records by the thousand
Bright Data's Sam's Club Scraper API lists two collectors, products and products by sitemap, with fields such as URL, item id, variant id, title, description, category tree and brand; its example requests take product URLs, and a separate reviews scraper collects ratings and reviews. It costs $1.50 per 1,000 records pay-as-you-go, or $499 a month for 384,000 records with more at $1.30 per 1,000, and every account gets 5,000 free records a month. The page did not document a club or ZIP input. Choose it when the deliverable is a large file of catalog records.
3. Unwrangle: search, product and reviews by URL
Unwrangle documents three Sam's Club APIs: product data by product URL, product search by keyword ("up to 24 product results" per query, per its docs) and product reviews, 10 per page. Each successful call costs 10 credits, and failed calls are free. Plans are $99 a month for 100,000 credits, $249 for 300,000, $499 for 750,000 and $999 for 2,000,000, so $9.90 per 1,000 calls on Starter and $5.00 on Enterprise. No club or ZIP parameter is documented. Choose it if you already use Unwrangle for Costco, Target or Lowe's and want one vendor.
4. Apify actors: cheap scheduled runs
On the Apify Store, 123webdata/sams-club-scraper takes product, search and category URLs and charges $0.89 per 1,000 search results, $1.99 per 1,000 product details and $0.02 per run. It had 12 users and 98.1% of runs succeeding. The older EasyApi Sam's Club Product Scraper has 70 users but showed 25.0% of runs succeeding, from $2.99 per 1,000 results. Neither takes a club or ZIP. Actors write to a dataset, which suits scheduled exports more than a request inside an app, and each is maintained by its author, so test the one you pick.
5. Outscraper: no-code exports
Outscraper's Sam's Club Data Scraper extracts product names, descriptions, categories, images, prices, discounts and reviews, with API access on every tier. The first 500 products are free. The next tiers are headed "$3/product" from 500 to 5,000 and "$1/product" after 5,000, while the text under each says "per 1k products", so confirm the unit before you budget. The page did not say whether a club can be chosen. Choose it for a one-off spreadsheet without code.
Pick by the number you need
If your users act on what a specific club charges and whether it has the item, keeping that current across clubs is the ongoing work, and it is what Scavio's Sam's Club API handles. Checking 200 items at 10 clubs once a day is 2,000 product calls, about 60,000 credits a month: $120 at the Growth-yearly rate of $2 per 1,000 credits, with the online price, the shelf price, stock and aisle in every response. For a single location-picked view, one search or Instant Savings page returns dozens of rows per credit. If you only need catalog records without the club, a per-record vendor is cheaper. Try the Sam's Club API free, 50 credits, no card, or try the endpoints in the playground.
Reference: all 6 Sam's Club endpoints · product docs · clubs docs · how to get Sam's Club product data · check Sam's Club inventory by club
Frequently asked questions
Does Sam's Club have a public API for product data?
No. The Sam's Club developer portal at developer.samsclub.com serves suppliers who onboard as advertisers, and its APIs manage campaigns, ad groups, keywords and reports. There is no public API for reading prices, club stock or Instant Savings, so developers use a third-party API such as Scavio's Sam's Club API.
Are Sam's Club prices the same in the club and online?
Mostly, but not always. We priced 18 items at six clubs on October 31, 2026: 74 club prices matched samsclub.com, 14 were lower and none were higher. Community Coffee Breakfast Blend, 40 oz was $21.48 online, $15.91 at a Dallas club and $13.98 at the Atlanta club, though Atlanta had none on the shelf.
Does Sam's Club charge more for pickup?
Not in our data. Pickup and delivery were priced at the club's shelf price and shipping at the online price, so where the two differed pickup was the cheaper one: NIDO milk powder was $21.98 for pickup at a Dallas club and $23.48 shipped. Delivery added a $7.95 fee at that club.
Which Sam's Club API returns club-specific prices and stock?
Scavio's product endpoint takes a club_id and returns that club's shelf price, in_stock_at_club and aisle, and its clubs endpoint finds club ids from a ZIP code. Bright Data, Unwrangle, Outscraper and the Apify actors we checked take product, search or category URLs and document no club or ZIP input.
What is the cheapest Sam's Club scraper API?
Per row, an Apify actor: 123 Webdata's Sam's Club Scraper charges $0.89 per 1,000 search results and $1.99 per 1,000 product details. Bright Data is $1.50 per 1,000 records. Scavio is $2 per 1,000 calls on its Growth plan billed yearly, and Unwrangle works out to $9.90 per 1,000 calls on its Starter plan.