Sam S Club Product Scraper

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👁 Sam's Club Product Scraper Banner

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.

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

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.

Input options

Output fields

Each product returns the following data:

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"
}

Export formats

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

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.

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

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

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.