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Sam's Club Price Scraper API
Scrape Sam’s Club pricing data across groceries, household essentials, electronics and home goods in bulk and track how prices move. Collect Sam’s Club data such as product title, item ID, variant ID, price, sale price, availability, variant attributes, and product URL.
5K free records/month · Credit card not required
Trusted by 50,000+ customers worldwide
Available Sam's Club scrapers
Pick a Sam's Club scraper and call it. Every Sam's Club Price scraper lists its output fields, delivery volume, and live success rate.
Explore thousands of production-ready scrapers
Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.
#1
Ranked (by AIMultiple)
99.2%
Avg. success rate
100M+
Requests weekly
400M+
Proxy IPs built in
GDPR & CCPA
Compliant
Pricing
Sam's Club Price Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
Records per month: 5K
$/mo
$
per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
- Pay only for success, no hidden fees
- Start free with 5,000 monthly credits
- No upfront commitment, cancel anytime
- 24/7 expert support and enterprise features
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How it works
From zero to Sam's Club Price data in 3 steps
No proxies to configure, no infrastructure to manage. Pick, call, and receive.
-
Pick a scraper
Choose from the Sam's Club Price scrapers above or create your own with AI in minutes.
-
Call the API
One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.
-
Get structured data
Receive clean, parsed Sam's Club Price data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.
Scraper API Call
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.samsclub.com/ip/Rao-s-Homemade-Marinara-Sauce-22-oz-2-pk/13898155759?athcpid=13898155759\u0026athpgid=HomePageResponsiveDesktop\u0026athcgid=null\u0026athznid=image0\u0026athieid=v0\u0026athstid=CS020\u0026athguid=GBOwKRcAORH1avitOQXsy2F2-W5SL-L84Vrk\u0026athancid=null\u0026athena=true"},{"url":"https://www.samsclub.com/ip/Kinder-s-Lemon-Herb-Chicken-Seasoning-10-oz/19095917996?athcpid=19095917996\u0026athpgid=HomePageResponsiveDesktop\u0026athcgid=null\u0026athznid=product0\u0026athieid=v0\u0026athstid=CS020\u0026athguid=l04rJPURY0X2__QvOer9l59BIb1uTYmb1nlx\u0026athancid=null\u0026athena=true"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mljead55j96getj3h&format=json&uncompressed_webhook=true"
Response payload
[
{
"timestamp": "2026-07-19",
"url": "https:\/\/www.samsclub.com\/ip\/Skechers-Girls-Molded-Slip-On-Shoe\/17591415168",
"item_id": "17591415168",
"variant_id": "17591415168",
"title": "Skechers Girls Molded Slip-On Shoe",
"description": "Lightweight and Water-Friendly Design The Skechers Girls Molded Slip-On Shoes are crafted with a lightweight, flexible E...",
"product_category": "All Departments \u003E Clothing, Shoes \u0026 Accessories \u003E Shoes \u003E Kids Shoes",
"category_tree": [
{
"name": "All Departments",
"url": "https:\/\/www.samsclub.com\/all-departments"
},
{
"name": "Clothing, Shoes \u0026 Accessories",
"url": "https:\/\/www.samsclub.com\/cp\/clothing-shoes-accessories\/1959"
},
{
"name": "Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/shoes\/1090111"
},
{
"name": "Kids Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/kids-shoes\/14320114"
}
]
},
{
"timestamp": "2026-07-19",
"url": "https:\/\/www.samsclub.com\/ip\/Skechers-Girls-Molded-Slip-On-Shoe\/17579312668",
"item_id": "17579312668",
"variant_id": "17579312668",
"title": "Skechers Girls Molded Slip-On Shoe",
"description": "Lightweight and Water-Friendly Design The Skechers Girls Molded Slip-On Shoes are crafted with a lightweight, flexible E...",
"product_category": "All Departments \u003E Clothing, Shoes \u0026 Accessories \u003E Shoes \u003E Kids Shoes",
"category_tree": [
{
"name": "All Departments",
"url": "https:\/\/www.samsclub.com\/all-departments"
},
{
"name": "Clothing, Shoes \u0026 Accessories",
"url": "https:\/\/www.samsclub.com\/cp\/clothing-shoes-accessories\/1959"
},
{
"name": "Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/shoes\/1090111"
},
{
"name": "Kids Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/kids-shoes\/14320114"
}
]
},
{
"timestamp": "2026-07-19",
"url": "https:\/\/www.samsclub.com\/ip\/Treasures-by-Shabby-Chic-Women-s-Active-Dress\/18609010610",
"item_id": "18609010610",
"variant_id": "18609010610",
"title": "Treasures by Shabby Chic Women\u0027s Active Dress",
"description": "Stylish and Comfortable Active Dress Discover the Women’s Treasures by Shabby Chic Active Dress, designed for both style...",
"product_category": "All Departments \u003E Clothing, Shoes \u0026 Accessories \u003E Womens Clothing \u003E Dresses",
"category_tree": [
{
"name": "All Departments",
"url": "https:\/\/www.samsclub.com\/all-departments"
},
{
"name": "Clothing, Shoes \u0026 Accessories",
"url": "https:\/\/www.samsclub.com\/cp\/clothing-shoes-accessories\/1959"
},
{
"name": "Womens Clothing",
"url": "https:\/\/www.samsclub.com\/cp\/womens-clothing\/1961"
},
{
"name": "Dresses",
"url": "https:\/\/www.samsclub.com\/cp\/dresses\/16631196"
}
]
},
{
"timestamp": "2026-07-19",
"url": "https:\/\/www.samsclub.com\/ip\/Member-s-Mark-Mens-Fleece-Shacket\/19909855142",
"item_id": "19909855142",
"variant_id": "19909855142",
"title": "Member\u0027s Mark Mens Fleece Shacket",
"description": "Comfort Meets Versatility The Member’s Mark Men’s Fleece Shacket combines the casual ease of a shirt with the cozy warmt...",
"product_category": "All Departments \u003E Clothing, Shoes \u0026 Accessories \u003E Outerwear \u003E Mens Outerwear",
"category_tree": [
{
"name": "All Departments",
"url": "https:\/\/www.samsclub.com\/all-departments"
},
{
"name": "Clothing, Shoes \u0026 Accessories",
"url": "https:\/\/www.samsclub.com\/cp\/clothing-shoes-accessories\/1959"
},
{
"name": "Outerwear",
"url": "https:\/\/www.samsclub.com\/cp\/outerwear\/1644"
},
{
"name": "Mens Outerwear",
"url": "https:\/\/www.samsclub.com\/cp\/mens-outerwear\/15620174"
}
]
},
{
"timestamp": "2026-07-19",
"url": "https:\/\/www.samsclub.com\/ip\/Skechers-Girls-Molded-Slip-On-Shoe\/17553751330",
"item_id": "17553751330",
"variant_id": "17553751330",
"title": "Skechers Girls Molded Slip-On Shoe",
"description": "Lightweight and Water-Friendly Design The Skechers Girls Molded Slip-On Shoes are crafted with a lightweight, flexible E...",
"product_category": "All Departments \u003E Clothing, Shoes \u0026 Accessories \u003E Shoes \u003E Kids Shoes",
"category_tree": [
{
"name": "All Departments",
"url": "https:\/\/www.samsclub.com\/all-departments"
},
{
"name": "Clothing, Shoes \u0026 Accessories",
"url": "https:\/\/www.samsclub.com\/cp\/clothing-shoes-accessories\/1959"
},
{
"name": "Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/shoes\/1090111"
},
{
"name": "Kids Shoes",
"url": "https:\/\/www.samsclub.com\/cp\/kids-shoes\/14320114"
}
]
}
]World's #1 scraping platform
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Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.
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Send unlimited concurrent requests - no infrastructure to manage, no configs to change.
Scrapers auto-fix when sites change
AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.
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Every scraper is built, tested, and maintained by Bright Data. No community guesswork.
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One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.
Compliant and fully supported
GDPR & CCPA compliant. 24/7 human support on every plan, including free.
Choose your path
Start collecting Sam's Club Price data in minutes
Call the API from code, click through the control panel, or hand it to your AI agent.
Use cases
Sam's Club Price data scraping use cases
Real-time Sam's Club Price intelligence for your business.
Warehouse club price tracking
Price
Sale price
Title
Instant Savings monitoring
Sale price
Price
Category tree
Bulk pack pricing
Variant attributes
Price
Variant ID
Private label benchmarking
Brand
Price
Product category
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Web Scraper API vs other providers
Capability
Bright Data
Other scraping providers
Auto-scaling infrastructure
Unlimited
Partial
Anti-bot & CAPTCHA bypass
Built-in
Partial
Residential proxy network
400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
Auto-maintenance (site changes)
24/7
Depends on who built it
Pricing model
One all-in price per record
Compute, proxy, and storage metered separately
Failed requests
Free, pay only for success
Often billed
Custom sites (no pre-built scraper)
AI builds it in minutes, self-healing included
Community-built scrapers, no SLA
Compliance (GDPR, CCPA, SOC 2)
Full
Partial
Structured output (JSON/CSV)
Automatic
Support
24/7 experts, even on the free tier
Community forum
Free tier
5K records/mo
Varies
compliance
Leading the way in ethical web data collection
Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.
Bright Data is used by world's top brands
Sam's Club Price Scraper API FAQs
What is the Sam's Club Price Scraper API?
The Sam's Club Price Scraper API is a powerful tool designed to automate data extraction from the Sam's Club Price website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Sam's Club Price Scraper API work?
The Sam's Club Price Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
Is the Sam's Club Price Scraper API compliant with data protection regulations?
Yes, the Sam's Club Price Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Can I use the Sam's Club Price Scraper API for competitive analysis?
Absolutely! The Sam's Club Price Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Sam's Club Price Scraper API with my existing systems?
The Sam's Club Price Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
Is there a free tier available for the Sam's Club Price Scraper API?
Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Sam's Club Price Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.
What happens when my free credits run out while using the Sam's Club Price Scraper API?
When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.
To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.
What are the usage limits for the Sam's Club Price Scraper API?
There are no specific usage limits for the Sam's Club Price Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Sam's Club Price Scraper API?
Yes, we offer dedicated support for the Sam's Club Price Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).
Can AI agents use the Sam's Club Price Scraper API?
Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the Sam's Club Price scrapers.