Walmart Product Scraper

What does it do?

Walmart Product Scraper is an Apify actor that searches Walmart.com by keyword and extracts detailed product information. It collects product names, prices, ratings, review counts, seller information, availability status, and product images. The scraper handles pagination automatically to collect large datasets across multiple search keywords.

This tool is designed for e-commerce professionals, price monitoring services, market researchers, and anyone who needs structured Walmart product data at scale.

Why use this scraper?

Walmart is one of the largest retailers in the world, with millions of products across thousands of categories. Manually tracking prices and product availability is impractical at scale. This scraper automates the collection of product data, enabling competitive price monitoring, market analysis, product research, and inventory tracking.

The actor provides clean, structured output that can be directly imported into analytical tools, dashboards, or databases for further processing and visualization.

How to use it

1. Visit the Walmart Product Scraper page on the Apify Store.
2. Click Try for free to open the actor console.
3. Enter your search keywords and set the maximum number of results per keyword.
4. Click Start to begin the scraping process.
5. Once complete, download the extracted data in JSON, CSV, Excel, or other supported formats from the Dataset tab.

For automated workflows, use the Apify API to trigger runs programmatically and retrieve results.

Input configuration

Field	Type	Description	Default
keywords	Array	List of search keywords to look up on Walmart	["air fryer"]
maxResults	Integer	Maximum number of products to collect per keyword	200
proxyConfiguration	Object	Proxy settings for the scraper	Apify Proxy

Output data

Each product in the dataset contains:

{
  "name": "Ninja AF101 4-Quart Air Fryer",
  "price": "$89.95",
  "rating": 4.7,
  "reviewCount": 12500,
  "seller": "Walmart",
  "availability": "In Stock",
  "keyword": "air fryer",
  "imageUrl": "https://i5.walmartimages.com/...",
  "url": "https://www.walmart.com/ip/...",
  "scrapedAt": "2026-02-18T12:00:00.000Z"
}

Cost of usage

This actor uses Pay-Per-Event pricing. Each result delivered to the dataset costs $0.00075. There is also a small charge per actor start. A typical run searching for one keyword with 200 results costs approximately $0.15. Use the maxResults parameter to control costs effectively.

You can monitor your usage and spending on the Apify billing page. Using Apify Proxy is included in the pricing.

Tips and tricks

• Keyword specificity: More specific keywords yield more relevant results. Use "wireless noise cancelling headphones" instead of just "headphones."
• Price tracking: Schedule this actor with Apify Schedules to monitor price changes over time.
• Batch processing: Add multiple keywords in a single run to efficiently collect data across product categories.
• Data export: Use the Apify API or integrations with Google Sheets, Zapier, or webhooks for automated data pipelines.
• Rate limiting: The scraper includes built-in rate limiting and retry logic to ensure reliable data collection.
• Combine datasets: Merge results from multiple runs using the Apify dataset API for comprehensive market coverage.

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