Walmart Product & Price Scraper

What this Actor scrapes

Walmart runs no public product-data API. This Actor looks up products three ways — search term, direct product URL, or Walmart item ID — and returns one clean schema across all three: current + was price, stock status, rating, and an explicit seller_type field (Walmart-fulfilled vs third-party marketplace) that most Walmart scrapers leave out. Built on curl-cffi with browser TLS impersonation.

What we handle for you

• 🛡️ Browser fingerprint rotation — curl-cffi impersonates real Chrome / Firefox / Safari TLS handshakes so the target sees a browser, not Python.
• 🌐 Residential proxy rotation via Apify Proxy — fresh session and exit IP on every block.
• 🔁 Retries with exponential backoff on 408 / 429 / 5xx — up to 5 attempts per page, Retry-After honoured.
• 🧱 Rate-limit-aware pacing — when the target pushes back, we slow down instead of getting banned.
• 🧊 Clean, typed dataset rows — Pydantic-validated, ISO-8601 timestamps, stable IDs, JSON / CSV / Excel export straight from the Apify Console.
• 💰 Pay-Per-Event pricing — you only pay for results that hit your dataset. No data, no charge.

Use cases

• Reseller/arbitrage margin checks — pull current price + stock across a candidate SKU list before buying to resell.
• Retail price intelligence — track price and "was" price movement across a competitor catalog by search term or item ID.
• Marketplace-vs-Walmart mix analysis — use <code>seller_type</code> to see which listings are Walmart-fulfilled vs third-party, at scale.
• Stock/availability monitoring — schedule re-runs and diff <code>in_stock</code> / <code>availability_status</code> for restock alerts.
• Catalog enrichment — resolve a list of Walmart item IDs into title, brand, rating, and image in one call.

Input

Paste this into the Apify Console, or send it as the run input over the API. Proxy settings are on by default; you rarely need to touch them.

{
  "searchTerms": [
    "nintendo switch"
  ],
  "productIds": [
    "487976361"
  ],
  "maxResultsPerSearch": 2,
  "includeOutOfStock": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}

Output

One row per result, schema-validated before it is written. Export JSON, CSV, Excel or XML from the run, or read it over the API.

item_idtitlebrandurlprice_currentprice_wascurrencyin_stockavailability_statusrating_averagerating_countseller_nameseller_typeimage_urlsearch_termscraped_at

{
  "item_id": "487976361",
  "title": "Nintendo Switch OLED Model - White",
  "brand": "Nintendo",
  "url": "https://www.walmart.com/ip/Nintendo-Switch-OLED-White/487976361",
  "price_current": 349.0,
  "price_was": 399.99,
  "currency": "USD",
  "in_stock": true,
  "availability_status": "IN_STOCK",
  "rating_average": 4.8,
  "rating_count": 3241,
  "seller_name": "Walmart.com",
  "seller_type": "walmart",
  "image_url": "https://i5.walmartimages.com/asr/example.jpeg",
  "search_term": null,
  "scraped_at": "2026-08-01T17:40:00.000Z"
}

Pricing

You pay only for results that land. Cap any run with maxTotalChargeUsd. See pricing & billing for worked examples.