Walmart Product Listing Scraper

Extract Walmart product listing data from search, category, brand, and similar listing URLs, or scrape by keyword. Collect product metadata, pricing, ratings, seller info, availability, and source pagination context in a clean dataset.

Features

• URL and keyword support - Run from listing URLs or a simple keyword.
• Multiple listing types - Works with search, browse/category, brand, and tag-like listing pages.
• Pagination control - Limit pages per URL and total records for stable runs.
• Location-aware options - Optional ZIP code and store ID inputs.
• Clean output records - Empty/null values are removed from dataset items.

Use Cases

Product Research

Track product mixes, prices, and ratings for specific keywords or categories.

Competitive Monitoring

Monitor listing visibility, seller presence, and sponsored placements.

Merchandising Analysis

Build datasets for assortment and pricing analysis across listing pages.

Data Pipelines

Export structured listing data to sheets, BI tools, or internal APIs.

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Input Parameters

Parameter	Type	Required	Default	Description
urls	String	No	https://www.walmart.com/search?q=iphone	One or more Walmart listing URLs (comma/newline separated).
keyword	String	No	iphone	Keyword used when urls is not provided.
results_wanted	Integer	No	20	Maximum number of products to save.
max_pages	Integer	No	5	Maximum pages to process per seed URL.
sort	String	No	best_match	Listing sort mode.
zip_code	String	No	10001	Optional ZIP code for localized results.
store_id	String	No	—	Optional store ID for local context.
proxyConfiguration	Object	No	Apify Proxy enabled	Proxy settings for reliability.

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Output Data

Field	Type	Description
itemId	String	Walmart US item ID.
productId	String	Walmart product identifier.
name	String	Product title.
brand	String	Brand name.
productUrl	String	Absolute product URL.
price	Number	Current product price.
priceDisplay	String	Formatted price text.
averageRating	Number	Average product rating.
reviewCount	Number	Number of product reviews.
sellerName	String	Seller display name.
availabilityStatus	String	Availability status code.
imageUrl	String	Primary image URL.
isSponsored	Boolean	Sponsored listing flag.
sourceUrl	String	Listing URL used for extraction.
sourcePage	Number	Listing page number.

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Usage Examples

Keyword Run

{
  "keyword": "iphone",
  "results_wanted": 20,
  "max_pages": 3
}

Search URL Run

{
  "urls": "https://www.walmart.com/search?q=iphone",
  "results_wanted": 60,
  "max_pages": 4
}

Multiple URLs

{
  "urls": "https://www.walmart.com/search?q=iphone\nhttps://www.walmart.com/browse/electronics/cell-phones/1105910_7551331_1101612",
  "results_wanted": 100,
  "max_pages": 5
}

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Sample Output

{
  "itemId": "17687958230",
  "productId": "3EHV9SO2UGR7",
  "name": "Verizon Prepaid Apple iPhone 13, 128GB, Black - Prepaid Smartphone [Locked to Verizon Prepaid]",
  "brand": "Apple",
  "productUrl": "https://www.walmart.com/ip/VP-APPLE-IPHONE-13-128GB-5G-MIDNIGHT-PIB-HANDSET-WALMART-POSA/17687958230?classType=REGULAR",
  "price": 249,
  "priceDisplay": "$249.00",
  "averageRating": 4.3,
  "reviewCount": 82,
  "sellerName": "Walmart.com",
  "availabilityStatus": "IN_STOCK",
  "imageUrl": "https://i5.walmartimages.com/seo/VP-APPLE-IPHONE-13-128GB-5G-MIDNIGHT-PIB-HANDSET-WALMART-POSA_1c1e8882-6647-4f95-b6da-39183898618c.0b325bb079e2cd662542f5c50717c54a.jpeg",
  "isSponsored": false,
  "sourceUrl": "https://www.walmart.com/search?q=iphone&page=1",
  "sourcePage": 1
}

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Tips For Best Results

Start With Smaller Limits

• Use results_wanted: 20 and max_pages: 3 for validation runs.
• Increase limits after confirming your target URL pattern works.

Prefer Clean Listing URLs

• Use direct Walmart listing pages.
• Avoid redirect or tracking-heavy links when possible.

Use Proxy For Stability

• Keep Apify Proxy enabled for better reliability.
• Use residential groups for tougher runs.

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Integrations

Connect output data with:

• Google Sheets - Quick review and team sharing.
• Airtable - Listing catalog workflows.
• Make - Automated downstream actions.
• Zapier - Event-based integrations.
• Webhooks - Direct delivery to your services.

Export Formats

• JSON - Developer workflows.
• CSV - Spreadsheet analysis.
• Excel - Reporting.
• XML - Legacy integrations.

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Frequently Asked Questions

Can I run by keyword only?

Yes. Provide keyword and the actor will create the listing URL automatically.

Can I pass multiple URLs?

Yes. Put multiple URLs into urls separated by commas or new lines.

Does it handle pagination?

Yes. It paginates per URL up to max_pages and stops at results_wanted.

Why are some fields missing for some products?

Different products expose different listing metadata, so only available values are saved.

Is user input always prioritized?

Yes. Runtime input is always used first. Local INPUT.json is only used when runtime input is empty.

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Support

For issues or feature requests, use Apify Console support channels.

Resources

• Apify Documentation
• Apify API Reference
• Scheduling Runs

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Legal Notice

This actor is intended for lawful data collection. Users are responsible for compliance with site terms and applicable laws.