Walmart Search Scraper

Scrape Walmart.com search results and product pages. Returns a flat row per product with usItemId, name, price, wasPrice (sale comparison), rating, review count, image, seller, availability, badge and sponsored flag.

• Pay per product: $0.001 per item (= $1 per 1,000 products).
• No API key, no cookies to manage. Apify datacenter US proxy is wired in by default (Walmart only serves prices to US IPs).
• Up to 1,000 items per query, 25 pages, 20-57 products per page.

Input

{
  "queries": ["laptop", "coffee maker"],
  "maxItemsPerQuery": 100,
  "maxPagesPerQuery": 3,
  "includeSponsored": false,
  "onlyInStock": false,
  "minRating": 4.0,
  "minReviews": 50
}

• queries — list of Walmart search terms. Paginated until maxItemsPerQuery or maxPagesPerQuery is reached.
• productUrls — Walmart product URLs for detail scraping. Accepts full URLs, canonical paths (/ip/<name>/<usItemId>) or bare usItemId.
• includeSponsored — if false (default), paid ads injected into results are filtered out.
• onlyInStock — if true, only IN_STOCK items are kept.
• minRating / minReviews — filters before billing. Items that don't meet them are not charged.

Output

Each row:

{
  "usItemId": "5304824336",
  "name": "HP 14 inch HD Windows Laptop Intel Processor N150 4GB 128GB UFS Waterfall Blue",
  "url": "https://www.walmart.com/ip/HP-14-N150-4-128-Blue/5304824336",
  "price": 199.00,
  "wasPrice": 259.00,
  "currency": "USD",
  "rating": 4.1,
  "reviewCount": 1561,
  "image": "https://i5.walmartimages.com/.../laptop.jpg",
  "category": "Laptop Computers",
  "seller": "Walmart.com",
  "sellerId": "F55CDC31AB754BB68FE0B39041159D63",
  "availability": "IN_STOCK",
  "badge": "Rollback",
  "sponsored": false,
  "fulfillment": "SHIPPING",
  "position": 1,
  "page": 1,
  "query": "laptop",
  "scrapedAt": "2026-10-15T23:55:00+00:00"
}

CSV download also available (append ?format=csv to the dataset URL).

Use cases

• Price monitoring — rerun daily on your category to track price + Rollback badge drops.
• Rank tracking — see where your SKU lands for its target query (position, page, query).
• Market research — pull the top 100 results for a niche, filter sponsored, compute median price and rating distribution.
• Competitor analysis — compare Walmart first-party listings (seller=Walmart.com) vs third-party marketplace sellers.

Pricing & cost

• $0.001 per product scraped (= $1 per 1,000 items).
• Platform costs (compute + proxy) typically add $0.03 - $0.06 to a 1,000-item run; set via the Apify pricing model to be invisible to end users.

Notes

• Walmart's search page is rendered server-side in <script id="__NEXT_DATA__">. The actor parses that JSON directly (no headless browser), so it is fast and cheap.
• price can be null on a few items (e.g. "See price in cart"). wasPrice is only set when Walmart shows a strikethrough comparison.
• Walmart serves prices only to US IPs. The actor forces Apify datacenter US proxy — do not override the country.
• Pagination caps around 25 pages per query. If maxPagesPerQuery exceeds that, the actor stops when Walmart returns no more items.

Author

Built and maintained by @zet46.