Walmart Product Scraper - Apify Actor

This Apify Actor allows you to scrape product data from Walmart.com by either searching for products using a search term or by providing Walmart category or search URLs. It uses Apify Proxy with residential IPs to prevent blocking and to ensure reliable data extraction.

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Features

• Search Walmart products by keyword and retrieve detailed product data.
• Extract product information from Walmart category URLs.
• Uses Apify Proxy Residential IPs for enhanced reliability.
• Outputs data in a structured JSON format with key product details.
• Saves the results automatically to Apify Dataset.

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What You Can Do With This Actor

• Monitor prices and availability for products on Walmart.
• Collect product images, ratings, and seller info.
• Track product stock status and price changes over time.
• Aggregate product reviews and ratings (if available).
• Integrate Walmart product data into your eCommerce analytics or price comparison tools.

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Input

The input to this actor is a JSON object, which may include one or both of the following fields:

Field	Type	Required	Description
searchTerm	string	Optional	A search query string to look for products on Walmart.
startUrls	string[]	Optional	An array of specific Walmart product URLs to scrape product data from.

Note: You must provide at least one of these fields.

Example Input

{
    "searchTerm": "gaming pc",
    "startUrls": [
        "https://www.walmart.com/browse/electronics/pc-gaming/3944_1089430_7052607?povid=ETS_computingcp_hubspoke_pcgamingbrowse_WEB",
        "https://www.walmart.com/browse/electronics/all-laptop-computers/3944_1089430_3951_132960?povid=ETS_computingcp_hubspoke_Laptopsbrowse_WEB"
    ]
}

Or just:

{
    "searchTerm": "gaming pc"
}

Or just:

{
    "startUrls": ["https://www.walmart.com/browse/electronics/all-laptop-computers/3944_1089430_3951_132960?povid=ETS_computingcp_hubspoke_Laptopsbrowse_WEB"]
}

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Returned Data Structure

Each product is represented as a JSON object of the type WalmartProduct with the following properties:

Property	Type	Description
id	string	Walmart product unique identifier
title	string	Product title/name
imageUrl	string	URL to the product image
availabilityStatus	string	Availability info: e.g. "In Stock", "Out of Stock", "Limited Stock", etc.
priceInfo	object	Prices details including: - itemPrice: product price - linePrice: total if bundled - minPrice: lowest price available - savings: amount saved - subscriptionPrice: discounted subscription price - linePriceDisplay: display string for price
rating	string (optional)	Average product rating (stars) if available
reviews	string (optional)	Number of product reviews if available
isOutOfStock	boolean	true if product is out of stock, false otherwise
catalogProductType	string	Product type/category
sellerName	string	Name of the seller / vendor
isPreowned	boolean	true if the product is preowned/refurbished
priceNumber	number	Numeric representation of the product price (useful for sorting/comparisons)
flag	string	Additional flags such as "Best Seller", "Rollback", etc.
productUrl	string	Direct URL to the product page on Walmart

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Example Output

{
    "products": [
        {
            "id": "3RZ5BTN0KR6U",
            "title": "Apple AirPods Pro 2, Wireless Earbuds, Active Noise Cancellation, Hearing Aid Feature",
            "imageUrl": "https://i5.walmartimages.com/seo/Apple-AirPods-Pro-2-Wireless-Earbuds-Active-Noise-Cancellation-Hearing-Aid-Feature_4e23623d-94ed-4bac-851a-b1fde7eeb962.1523af65ffb7f2e2be28c8b3f0a008fa.jpeg",
            "availabilityStatus": "In stock",
            "priceInfo": {
                "itemPrice": "$239.00",
                "linePrice": "$169.00",
                "minPrice": 0,
                "savings": "SAVE $70.00",
                "subscriptionPrice": "",
                "linePriceDisplay": "Now $169.00"
            },
            "rating": "4.6",
            "reviews": "22174",
            "isOutOfStock": false,
            "catalogProductType": "Headphones",
            "sellerName": "Walmart.com",
            "isPreowned": false,
            "priceNumber": 169,
            "flag": "Popular pick",
            "productUrl": "https://www.walmart.com/ip/Apple-AirPods-Pro-2-Wireless-Earbuds-Active-Noise-Cancellation-Hearing-Aid-Feature/5689919121?classType=REGULAR&athbdg=L1200"
        }
        // ... more products
    ]
}

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Notes

• Results are saved to Apify default dataset, so you can also customize output or post-processing as needed.
• Ensure your input URLs are valid Walmart category or search pages for best results.

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Contact

Our team is ready to implement custom features or data extraction tasks tailored for your specific project requirements. Just reach out and let us know how we can help enhance your workflow!

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Summary

This actor provides a convenient, programmatic way to collect detailed Walmart product data either by search queries or by category product URLs, leveraging Apify infrastructure with proxy and dataset integration to enable scalable and reliable scraping workflows.