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Sam's Club Scraper

Scrape Prices and Availability from Sam's Club

Extract member pricing, stock status, and customer reviews from Walmart's membership warehouse club. Sam's Club guards its pages with a PerimeterX Press & Hold challenge and blocks datacenter proxies. Scrape.do handles it automatically.

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Sam's Club screenshot

54.2M Monthly Visits. Bulk Deals. One API.

Sam's Club is one of the most-visited US retail sites with over 54 million monthly visits, selling groceries, electronics, and bulk goods at member prices across 600 warehouse clubs. Instant Savings, Sam's Cash deals, and member-only pricing rotate constantly, which is exactly what price-tracking and comparison scrapers watch against Costco and BJ's.

With Scrape.do you can track member and bulk pricing, monitor Instant Savings and Sam's Cash deals, capture ratings and stock status, and benchmark against Costco and BJ's. All through a single API call.

54.2M Monthly Visits. Bulk Deals. One API.

PerimeterX. Press & Hold. Handled.

Sam's Club guards its pages with PerimeterX (HUMAN), which returns a "Let us know you're human (no robots allowed) — Press & Hold" challenge to any request that is not a real browser, including Python requests, cURL, and datacenter proxies. Product pages are also JavaScript-rendered, so a raw fetch returns an incomplete shell.

Scrape.do rotates high-quality residential IPs with full browser fingerprints, clears the PerimeterX Press & Hold challenge, and renders the JavaScript so you receive fully populated product and category HTML. You get clean pricing and availability data without maintaining proxy pools or CAPTCHA solvers.

PerimeterX. Press & Hold. Handled.

How to Scrape Sam's Club

1

Select a Target

Product Page screenshot
2

Send API Request

import requests
import urllib.parse

token = "<SDO-token>"
targetUrl = "https://www.samsclub.com/p/samsung-77-class-s90d-series-oled-4k-uhd-smart-tizen-tv-qn77s90ddfxza/P990333121"
render = "true"  # set to "false" to disable JavaScript rendering
super = "false"  # set to "true" to enable residential proxies
geoCode = "us"

encodedUrl = urllib.parse.quote(targetUrl)
url = f"https://api.scrape.do/?token={token}&url={encodedUrl}&render={render}&super={super}&geoCode={geoCode}"

response = requests.get(url)

print(response.text)
3

Get HTML

HTML
<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="utf-8">
  <title>Samsung 77" Class S90D Series OLED 4K UHD Smart Tizen TV - Sam's Club</title>
</head>
<body>
  <h1 class="prod-ProductTitle">Samsung 77" Class S90D Series OLED 4K UHD Smart Tizen TV</h1>
  <div class="rating">
    <span class="stars">4.2</span>
    <span class="count">988 ratings</span>
  </div>
  <div class="price">
    <span class="members-only">Members-only price</span>
    <span class="limit">Max 5 per membership</span>
  </div>
  <div class="fulfillment">
    <span class="shipping">Shipping</span>
    <span class="pickup">Pickup</span>
    <span class="delivery">Delivery</span>
  </div>
  <button class="add-to-cart">Add to Cart</button>
  <!-- ... remaining page content ... -->
</body>
</html>

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Sounds great, but I have a few questions..

Yes. samsclub.com sits behind PerimeterX (HUMAN), which returns a "Let us know you're human (no robots allowed) — Press & Hold" challenge to any request that is not a real browser, including Python requests, cURL, and datacenter proxies. Scrape.do rotates real residential IPs with full browser fingerprints, clears the PerimeterX challenge, and renders the JavaScript to return fully populated product and category HTML. Success rates exceed 95% on product and category pages.

You can extract product titles, brands, member pricing indicators and per-membership limits, customer ratings and review counts, Instant Savings and Sam's Cash deal flags, fulfillment options (shipping, pickup, delivery), and category listings across groceries, electronics, and bulk goods.

Yes. Sam's Club product pages render prices and details client-side, so a plain HTML request returns an incomplete page. Use Scrape.do with render=true to clear PerimeterX and execute the page JavaScript in a real browser, and set geoCode=us to get US member pricing and availability.