Walmart Product Scraper 🛒

Overview

This actor collects structured product data from public Walmart product pages. Just provide a list of Walmart URLs, and the actor will extract detailed information such as product name, pricing, ratings, reviews, availability, seller details, and nutritional information.

Why choose this actor? 🌟

Avoid repetitive manual copy-pasting. This actor delivers precise, structured data ideal for monitoring Walmart products, analyzing competition, and powering data-driven tools — without writing a single line of code.

Use Cases

• Price monitoring for retail products
• Market research on chocolate or snack categories
• Store-level availability checks
• Review analysis and sentiment tracking
• Dataset creation for AI models

Key Features 🚀

• Extracts detailed product info, including nutrition, reviews, images, price, brand, stock
• Works with ANY public Walmart product URL
• Returns structured JSON ready for APIs or databases
• ⚠️ NO PROXY NEEDED

How It Works

The actor takes one or multiple Walmart product URLs as input and crawls each page to extract structured data. It handles all the parsing logic internally.

Input Parameters

Field	Type	Description	Required	Example
urls	array	List of Walmart product URLs to scrape. Each URL must be a valid Walmart product page.	✅	["https://www.walmart.com/ip/example-product/123456"]

Output (Full Example)

{
  "product_name": "Example Chocolate Candy",
  "sku": "123456789",
  "gtin": "000000000000",
  "upc": "000000000000",
  "brand": "CandyBrand",
  "final_price": 9.99,
  "currency": "USD",
  "unit_price": 0.499,
  "unit": "oz",
  "rating": 4.5,
  "review_count": 120,
  "available_for_delivery": true,
  "available_for_pickup": false,
  "free_returns": "Free 30-day returns",
  "seller": "CANDY STORE",
  "store_name": "Sample Supercenter",
  "store_location": "Sample City, 12345",
  "main_image": "https://www.example.com/image1.jpg",
  "image_urls": [
    "https://www.example.com/image1.jpg",
    "https://www.example.com/image2.jpg"
  ],
  "description": "Delicious candy assortment.",
  "ingredients": "SUGAR, COCOA, MILK",
  "nutrition_information": [
    {"name": "Total Fat", "value": "10g", "dvp": "15%"},
    {"name": "Sugars", "value": "20g", "dvp": "40%"}
  ],
  "top_reviews": {
    "negative": {"rating": 1, "review": "Too sweet!"},
    "positive": {"rating": 5, "review": "Perfect treat!"}
  },
  "customer_reviews": [
    {"name": "Alice", "title": "Great!", "review": "Loved it!", "rating": 5},
    {"name": "Bob", "review": "Okay taste", "rating": 3}
  ],
  "rating_stars": {
    "one_star": 5,
    "two_stars": 2,
    "three_stars": 10,
    "four_stars": 15,
    "five_stars": 88
  },
  "specifications": [
    {"name": "Brand", "value": "CandyBrand"},
    {"name": "Dimensions", "value": "4 x 6 x 10 in"}
  ],
  "breadcrumbs": [
    {"url": "https://www.walmart.com/cp/food/976759", "name": "Food"},
    {"url": "https://www.walmart.com/cp/candy/1096070", "name": "Candy"}
  ],
  "breadcrumb_text": "Food > Candy > Chocolate",
  "related_pages": [
    "https://www.walmart.com/shop/deals",
    "https://www.walmart.com/c/kp/candy-bundle"
  ],
  "category_name": "Chocolate",
  "category_url": "https://www.walmart.com/browse/food/chocolate/976759_1096070_1224976",
  "root_category_name": "Food",
  "root_category_url": "https://www.walmart.com/cp/food/976759",
  "url": "https://www.walmart.com/ip/example-product/123456",
  "input": {"url": "https://www.walmart.com/ip/example-product/123456"},
  "timestamp": "2025-07-18T14:31:00.000Z"
}

Pricing 💵

Plan	Limit	Price
Free	Up to 10 results per run	$0
Pay‑as‑you‑go	Per 1,000 results	$1.99

Legal Disclaimer

This actor is provided as-is and is intended for lawful, ethical use only. Always review Walmart's terms of service and robots.txt before using it at scale.

Update Policy

We monitor layout changes weekly and patch breaking changes promptly. New fields may be added over time without breaking existing structures.

FAQ

Q: Does this actor work with Walmart search pages?
A: No, it works only with individual product pages.

Q: How many products can I scrape?
A: As many as you want! Just keep in mind that MAX_RESULTS MUST BE A MULTIPLE OF 10.

Q: Are proxies required?
A: NO. THIS ACTOR DOES NOT USE PROXIES.

Q: I’m a free user — can I still use this actor?
A: YES, UP TO 10 RESULTS ARE FREE FOR FREE USERS.

Q: What happens if I enter max_results = 35?
A: The actor will round up and return 40 results, since MAX_RESULTS MUST BE A MULTIPLE OF 10.