Walmart Data Extractor

Walmart Data Extractor collects product listings, prices, ratings, and seller data from Walmart.com search results and individual product pages. Give it a search term or a list of product URLs and it returns structured records you can feed directly into pricing dashboards, SEO reports, and competitive intelligence workflows.

Pagination runs automatically, so a single task can gather hundreds of products without manual setup.

---

What you get per product

Field	Details
title	Full product name
price	Current selling price (USD)
originalPrice	Original list price before any discount
currency	Always USD
rating	Average star rating (0-5)
reviewCount	Total customer review count
brand	Brand name
seller	Seller or fulfillment partner name
imageUrl	Main product image URL
productUrl	Full Walmart.com product page URL
itemId	Walmart unique item ID
availability	In stock or Out of stock
category	Category breadcrumb path
productDescription	Short product description
searchQuery	The search term that returned this result
scrapedAt	ISO 8601 timestamp

When Include customer reviews is enabled, each product page result also includes a reviews array with individual ratings and review text.

---

Input

{
  "searchQueries": ["Mixed Bouquets", "iPhone 15"],
  "productUrls": [
    "https://www.walmart.com/ip/Product-Name/123456789"
  ],
  "includeReviews": false,
  "maxItems": 48,
  "requestTimeoutSecs": 30
}

Field	Type	Default	Description
searchQueries	string[]	—	Search terms to scrape
productUrls	string[]	—	Direct product page URLs
includeReviews	boolean	false	Collect customer reviews from product pages
maxItems	integer	48	Max products to collect (up to 1000)
requestTimeoutSecs	integer	30	Per-request timeout in seconds

You must provide at least one searchQueries entry or one productUrls entry.

---

Example output

{
  "title": "From You Flowers - Pink Rose & Alstroemeria Bouquet with Free Vase",
  "price": 59.98,
  "originalPrice": null,
  "currency": "USD",
  "rating": 3.2,
  "reviewCount": 79,
  "brand": "FROM YOU FLOWERS",
  "seller": "From You Flowers",
  "imageUrl": "https://i5.walmartimages.com/seo/...",
  "productUrl": "https://www.walmart.com/ip/From-You-Flowers.../612057460",
  "itemId": "612057460",
  "availability": "In stock",
  "category": "Seasonal > Mother's Day Gifts > Mother's Day Flowers",
  "productDescription": "This gorgeous bouquet is composed of a rainbow of pink hues...",
  "searchQuery": "Mixed Bouquets",
  "scrapedAt": "2026-04-04T10:30:00+00:00"
}

---

Use cases

• Price monitoring - Track price changes across product categories over time
• Competitor research - Benchmark competitor products, pricing, and seller strategies
• SEO analysis - Identify top-ranking products for target search queries
• Inventory tracking - Monitor stock availability across multiple SKUs
• Market research - Gather product data for trend analysis and category insights
• E-commerce intelligence - Build pricing databases for repricing tools

---

Pagination

Search results are paginated automatically. The actor fetches consecutive pages until it reaches the maxItems limit or runs out of results.

---

Error handling

Failed items are logged and recorded with an error field rather than stopping the whole run. This means partial results are always available even if some pages fail to load.

---

Limits

• Maximum 1000 items per run
• Works on any Walmart.com search query or product URL
• Supports both regular products and marketplace seller listings

---

Performance tips

• Use specific search queries to get the most relevant results
• Set maxItems to a value that matches your actual data needs