SamsClub Scraping API
Enterprise- Grade
Monitor SamsClub Data in Real-Time
Enterprise-grade SamsClub scraping API to extract product details, zip codes, reviews, and search results from samsclub.com.
Scrape Data that Matters
Our SamsClub Scraping API is not limited to cookie-cutter data fields. With our scraping APIs, you can scrape:
{
"name": "Doritos Cool Ranch Chips and Doritos Nacho Cheese Chips Bundle 2 ct.",
"brand": "Frito-Lay",
"description_full": "Doritos Nacho Cheese Tortilla Chips | Doritos isn’t just a chip. It is fuel for disruption—these flavors ignite adventure and inspire action. With every crunch, they aim to redefine culture and support those who are boldly themselves. The Doritos brand is all about boldness, especially with this bold nacho cheese flavored tortilla chips. If you're up to the challenge, grab a bag of Doritos tortilla chips and get ready to make some memories you won’t soon forget. It's a bold experience in snacking and beyond. Share with friends or enjoy solo. | Doritos Cool Ranch Tortilla Chips | Seasoned with the flavor of cool ranch, Doritos Cool Ranch chips are a snack favorite. Get the crunchy texture, triangular shape and delicious bold taste that tastes good on the tongue and completely satisfies your belly. Grab a bag of Doritos Cool Ranch Tortilla Chips for your next party or whenever you are craving a delicious snack. | About PepsiCo | PepsiCo is one of the world’s leading food and beverage companies serving more than 200 countries and territories around the world. For more than 50 years, as tastes, trends and lifestyles have changed, PepsiCo has evolved with them. Their willingness to adapt and grow has transformed their snack and soda company into a collection of global brands. Today, PepsiCo makes some of the most popular and high-quality foods and beverages in the United States. They create smiles for our consumers—currently more than one billion a day—creating joyful moments through our delicious, nourishing products and unique brand experiences. They also bring smiles to people around the world by conserving nature's precious resources and fostering a more sustainable planet for their children and grandchildren.",
"description_short": "Mix and match bundle includes one (18.375 oz.) bag of Doritos Cool Ranch Tortilla Chips and one (18.83 oz.) bag of Doritos Nacho Cheese Tortilla Chips | Perfect snack for sharing with friends and family | Crunchy straight from the bag or after scooping up dip or salsa | Doritos Nacho Cheese: Your favorite bold nacho cheese flavored tortilla chips | Doritos Cool Ranch: Made with whole corn and seasoned with hints of onion, garlic, tomato and spice that merge together in a bold creamy, cool ranch blend",
"specification": { "brand": "Frito-Lay" },
"variant_configuration": {},
"price": 7.96,
"price_regular": 8.96,
"price_currency": "USD",
"price_discounted": 7.96,
"price_discount_percent": 11.16,
"price_is_discounted": true,
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"weekly_sales_volume": null,
"product_aspects": [],
"retailer_review_summary": null,
"image_primary": "https://scene7.samsclub.com/is/image/samsclub/0040984166203_A?$DT_ZOOM$",
"images": [
"https://scene7.samsclub.com/is/image/samsclub/0040984166203_A?$DT_ZOOM$"
],
"item_condition": null,
"retailer_product_id": "PL984166203",
"product_identifiers": {
"mdsfamid": "60077485",
"itemnumber": "984166203",
"gtin": "40984166203",
"offerid": "PL984166203_SL984166203",
"product_id": "PL984166203",
"sku": "SL984166203",
"upc": "00409841662031"
},
"model_number": null,
"retailer_ranks": {},
"offers": ["Instant Savings", "$1 off"],
"physical_properties": {},
"rating": 4.3,
"rating_count": 30,
"reviews_count": 30,
"reviews_summary": {
"five_star": 22,
"four_star": 3,
"three_star": 1,
"two_star": 0,
"one_star": 4
},
"extras": {
"category": [
{
"level": 1,
"name": "Grocery",
"url": "https://www.samsclub.com/c/grocery/1444"
},
{
"level": 2,
"name": "Snacks",
"url": "https://www.samsclub.com/c/snacks/16290442"
},
{
"level": 3,
"name": "Chips",
"url": "https://www.samsclub.com/b/chips/16650639"
},
{
"level": 4,
"name": "Tortilla & Corn Chips",
"url": "https://www.samsclub.com/b/tortilla-corn-chips/16230350"
}
]
},
"seller": "SamsClub.com",
"fulfiled_by_retailer": true,
"return_extras": {},
"returnable": null,
"returnable_in": null,
"related_products_also_viewed": [],
"related_products_bought_together": [],
"related_products_similar": [],
"related_products_sponsored": [],
"retailer_store_id": "4774",
"stock_availability": true,
"stock_quantity": 1,
"pickup_store_id": null,
"pickup_zipcode": null,
"pickup_address": null,
"pickup_available": false,
"pickup_extras": {},
"shipping_cost": null,
"shipping_delivery_address": null,
"shipping_delivery_zipcode": null,
"shipping_expected_delivery_date": null,
"shipping_extras": {
"info": "StandardShipping not available to Alaska, Hawaii or Puerto Rico",
"costtype": "Calculated",
"flag": "freeEligible",
"isairshippable": true
},
"shipping_type": null,
"url": "https://www.samsclub.com/p/PL984166203",
"zipcode": "10001",
"retailer": "samsclub.com",
"source": "pdp"
}
{
"query": {
"domain": "samsclub.com",
"service": "reviews",
"product_id": "P990343621",
"page": 1,
"sort": "Lowest to Highest rating"
},
"reviews": [
{
"review_source": "influenster.com",
"author_name": "ryand61",
"rating": 4,
"retailer_product_id": "P990343621",
"review_text": "Love this cup. I bought because I needed something spill proof and it’s never let me down. This is my 3rd one because it’s proven to serve my needs. Negatives are that it doesn’t keep my coffee hot all day.",
"review_title": "Great spill proof mug.",
"is_recommended_by_author": false,
"is_verified_purchase": false,
"is_incentivized": false,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-03-09",
"review_id": "280703025",
"images": null,
"videos": null,
"retailer_review_summary": null,
"author_badges": null,
"product_aspects": null,
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"variant": null
},
{
"review_source": "gocontigo.com",
"author_name": "Xjcmom",
"rating": 4,
"retailer_product_id": "P990343621",
"review_text": "I can carry in my favorite purse and never worry about a leak. However, I wish replacement lids were available. Seems like a waste to toss such an amazing product because the lid wore out",
"review_title": "Coffee drinker must",
"is_recommended_by_author": true,
"is_verified_purchase": false,
"is_incentivized": false,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-03-19",
"review_id": "246963162",
"images": null,
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},
{
"review_source": "gocontigo.com",
"author_name": "ESBE",
"rating": 4,
"retailer_product_id": "P990343621",
"review_text": "[This review was collected as part of a promotion.] Love Contaigo mugs. Everything, including the ice stays cold and the coffee still has the warm smell hours later. Our home has several oof the original caps. Curious how long this newer style will last since the drinking portion has a required push on the side and the better ability to clean the underside of the lid might be great...but perhaps the lid wears out sooner than the ones our home has used and given for years.",
"review_title": "Not certain of the West use.....",
"is_recommended_by_author": true,
"is_verified_purchase": false,
"is_incentivized": true,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-02-22",
"review_id": "221349044",
"images": null,
"videos": null,
"retailer_review_summary": null,
"author_badges": null,
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"variant": null
},
{
"review_source": "gocontigo.com",
"author_name": "hbrown",
"rating": 4,
"retailer_product_id": "P990343621",
"review_text": "[This review was collected as part of a promotion.] I love this - can they just make it so it is straight down or has a sleaker fit for cupholders?",
"review_title": "Not great for a lot of cupholders",
"is_recommended_by_author": true,
"is_verified_purchase": false,
"is_incentivized": true,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-02-09",
"review_id": "221073725",
"images": null,
"videos": null,
"retailer_review_summary": null,
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"variant": null
},
{
"review_source": "gocontigo.com",
"author_name": "Convience",
"rating": 4,
"retailer_product_id": "P990343621",
"review_text": "[This review was collected as part of a promotion.] the one thing I do not like is how hard it is to clean the lid, cleaning the container is a breeze. I have found a way to get the lid cleaner by using a water pic, it seems to get into the tiny spaces that otherwise collect contend residue.",
"review_title": "keeps things cold /hot",
"is_recommended_by_author": true,
"is_verified_purchase": false,
"is_incentivized": true,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-02-13",
"review_id": "221068702",
"images": null,
"videos": null,
"retailer_review_summary": null,
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},
{
"review_source": "samsclub.com",
"author_name": "Chris M",
"rating": 5,
"retailer_product_id": "P990343621",
"review_text": "We bought 2 sets of these because we like them so well. They are a true 16oz, so a bit smaller than the previous ones, but no issues. Solid. Well insulated. Keeps things at temp for a couple of hours. No leaks. Like the improved lid/locking mechanism. Not too many choices of color combinations. Does not appear that coating will chip/peel like previous ones. Very Happy at this point.",
"review_title": "Great Value for the Price--We bought TWO sets",
"is_recommended_by_author": true,
"is_verified_purchase": true,
"is_incentivized": false,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-01-21",
"review_id": "357965346",
"images": null,
"videos": null,
"retailer_review_summary": null,
"author_badges": ["Verified purchaser"],
"product_aspects": null,
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"variant": null
},
{
"review_source": "samsclub.com",
"author_name": "TEXGAL13",
"rating": 5,
"retailer_product_id": "P990343621",
"review_text": "Contigo travel mugs are the greatest invention for coffee drinkers ever!! They keep my coffee hot until the last drop, AND they don’t leak! I can’t count the times I’ve dropped or accidentally knocked over my coffee mug, and not a drop is spilled! And they come in stunning colors! I am never without my Contigo travel mug!",
"review_title": "Love my Contigo travel mug!!",
"is_recommended_by_author": false,
"is_verified_purchase": true,
"is_incentivized": false,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-01-19",
"review_id": "357737617",
"images": null,
"videos": null,
"retailer_review_summary": null,
"author_badges": ["Verified purchaser"],
"product_aspects": null,
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"variant": null
},
{
"review_source": "samsclub.com",
"author_name": "Rev5299",
"rating": 5,
"retailer_product_id": "P990343621",
"review_text": "They are the best. Bought more for great gifts.",
"review_title": "Very good",
"is_recommended_by_author": true,
"is_verified_purchase": true,
"is_incentivized": false,
"upvote_count": 0,
"downvote_count": 0,
"retailer": "samsclub.com",
"review_date": "2025-01-15",
"review_id": "357366666",
"images": null,
"videos": null,
"retailer_review_summary": null,
"author_badges": ["Verified purchaser"],
"product_aspects": null,
"review_aspects": null,
"variant": null
}
],
"next_page": null,
"total_pages": 2
}
{
"query": {
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"retailer": "samsclub.com",
"zipcode": "10001",
"retailer_store_id": "4774",
"search_url": null,
"page_number": 1
},
"results": [
{
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"name": "Lay's Mix Potato Chips Variety Pack 30 pk.",
"badges": ["Instant Savings"],
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"url": "https://www.samsclub.com/p/lays-mix-potato-chips-variety-pack-30-pk/P03002661",
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"name": "Lay's Classic Potato Chips, 15.625 oz.",
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}
Fast, reliable enterprise-grade data extraction
Scale Without Limits
Get as many credits as needed (no restrictive quotas)
Faster Data Retrieval
300 API calls per minute & 10 concurrent requests
Longer Data Retention
Store results for 30 days (vs. standard 7 days)
Premium Proxies
Avoid blocks with rotating residential & datacenter IPs
Priority Support
Dedicated assistance for mission-critical scraping
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Frequently asked questions
Can’t find what you’re looking for? Check out Cloud Support for assistance!
How much time will it take to build a custom API?
Normally, it will take 3-5 business days to build a custom API endpoint. However, this may vary according to the complexity of the site and the proposed business logic.
Do you cache results?
No, we always provide the latest and most accurate data present on the website. However, you are free to cache the results in your systems to reduce API calls and costs.
Can you build me a custom API or custom crawler?
Sure, we can build custom solutions for you. Please contact our Sales team using this link, and that will get us started. In your message, please describe in detail what you require.
How do Enterprise-Grade APIs differ from regular ScrapeHero Cloud APIs?
Our Enterprise-Grade APIs are built for businesses that need high-volume, reliable scraping at scale. While standard APIs are great for smaller projects, Enterprise plans offer credits as needed, higher limits (300 calls per minute, 10 concurrent requests), extended 30-day data retention, and premium rotating proxies to minimize blocks. You also get priority support, team access controls, and multiple cloud storage integrations, making them ideal for automated data pipelines or large-scale extraction.
How is pricing structured for Enterprise plans?
Since enterprise needs vary, we offer custom pricing based on your data volume, concurrency requirements, and support level. Whether you need unlimited credits, dedicated IPs, or compliance guarantees, our team will work with you to design a plan that fits. Contact us for a tailored quote.