Sam S Club Product Scraper

# Sam's Club Product Scraper

Sam's Club Product Scraper collects product data from Sam's Club search results and category pages. Enter a keyword or paste a URL and you get product names, prices, member prices, ratings, review counts, availability, and images in a clean dataset. Pagination is handled automatically, so you don't stop at page one. Useful for price tracking, catalog pulls, and spotting what is or is not in stock. Download as JSON, CSV, or Excel.

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What you can do with it

• Price tracking: check how prices shift across products or categories over time
• Catalog research: pull product metadata in bulk for an internal database or feed
• Stock monitoring: see what is in stock and what is not across a category
• SEO research: find top-rated products, identify popular search terms, spot gaps in listings
• Competitor comparison: see how Sam's Club pricing stacks up against other retailers

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How to use

Option 1: Search by keyword

Enter one or more keywords in the Search keywords field. The actor runs a separate search for each keyword and collects results across all pages automatically.

Examples:

• vegetables
• organic milk
• baby wipes
• paper towels

Option 2: Scrape a URL directly

Paste any Sam's Club search or category URL into Sam's Club URLs.

Supported URL types:

• Search results: https://www.samsclub.com/search?q=vegetables
• Category pages: https://www.samsclub.com/c/fresh-produce/1535

You can combine both options in the same run.

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Input options

Field	Type	Description	Default
Search keywords	Array of strings	Keywords to search on Sam's Club	—
Sam's Club URLs	Array of URLs	Direct Sam's Club search or category URLs	—
Max items	Integer	Maximum products to collect per run	100
Request timeout	Integer (seconds)	Per-request timeout	30

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Output fields

Each product returns the following data:

Field	Type	Description
product_url	String	Full link to the product page
product_name	String	Full product title
brand	String	Brand or manufacturer
item_number	String	Sam's Club item ID
sku	String	Internal product SKU
price	Number	Current selling price (USD)
original_price	Number	Pre-sale price if discounted
unit_price	String	Price per unit or weight (e.g. $2.31/lb)
currency	String	Always USD
rating	Number	Average star rating (0–5)
review_count	Integer	Number of customer reviews
availability	String	Stock status (e.g. In stock)
is_out_of_stock	Boolean	true if currently unavailable
short_description	String	Product feature bullets in plain text
image_url	String	Primary product image URL
search_query	String	The keyword or URL that produced this result
scraped_at	String	ISO 8601 timestamp of the scrape

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Example output

{
  "product_url": "https://www.samsclub.com/ip/Mini-Cucumbers-2-lbs/13621857059",
  "product_name": "Mini Cucumbers, 2 lbs.",
  "brand": null,
  "item_number": "13621857059",
  "sku": "3YTS0FFN8H45",
  "price": 4.62,
  "original_price": null,
  "unit_price": "$2.31/lb",
  "currency": "USD",
  "rating": 4.41,
  "review_count": 13846,
  "availability": "In stock",
  "is_out_of_stock": false,
  "short_description": "Crunchy seedless mini cucumbers with edible unwaxed skin. Excellent source of vitamin C. Perfect snack alone, with your favorite dip or sliced in a salad.",
  "image_url": "https://i5.samsclubimages.com/asr/85146c64-aec3-4c6f-af1f-37add528265b.jpeg",
  "search_query": "vegetables",
  "scraped_at": "2026-04-28T10:00:00.000000+00:00"
}

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Export formats

Results land in the Apify Dataset. Download as JSON, CSV, or XLSX.

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Pagination

The actor follows pagination automatically. A search returning 86 products across 2 pages collects everything without any extra setup. Use Max items to cap how many products you want.

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Error handling

• Failed pages are skipped with a warning; the run keeps going
• Retries are built in for network hiccups
• One bad product does not kill the whole run

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Tips

• Set Max items = 50 for a quick sanity check before running a full scrape
• Schedule daily runs to track price changes over time
• Combine multiple keywords in one run to collect across categories in a single export
• Filter by availability or rating in your spreadsheet after export

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Legal

This actor collects publicly available product listing data from Sam's Club. Always review Sam's Club Terms of Service before using scraped data in commercial contexts. Respect rate limits and avoid running at very high concurrency.