Walmart Products Scraper by Category URL 🛒

Overview

This Apify Actor scrapes Walmart product listings using one or more category URLs with optional ZIP code filtering. It enables detailed extraction of product attributes, reviews, availability, and pricing across Walmart's online catalog. Perfect for retailers, analysts, and developers needing structured e-commerce data.

Why choose this actor? 💡

• Scrapes real-time Walmart product listings with ZIP code filtering
• Extracts complete metadata, including price, availability, images, specs, reviews, and ratings
• Supports discovery of multiple product variants
• Fully no-code interface with simple input schema
• No need for proxies or external API keys

⚠️ DOES NOT USE PROXIES
✅ ONLY 10 RESULTS ARE FREE FOR FREE USERS
🔟 THE max_results FIELD MUST BE A MULTIPLE OF 10

Use Cases

• Competitive pricing and availability analysis
• Product catalog enrichment or verification
• Market research and consumer behavior analytics
• Integration with BI tools or e-commerce dashboards

Key Features ✨

• Extracts price, reviews, product images, tags, colors, SKUs, and more
• Captures detailed star ratings and review counts
• Handles product variants (size/color) and delivery options
• No proxy required and auto-adjusts pagination via max_results

How It Works

The Actor uses a category discovery URL and optional ZIP code to fetch product listings. It navigates through paginated results and extracts structured data including specs, availability, pricing, images, and top reviews.

The max_results_per_url input determines how many products to scrape from each category. It will always round up to the nearest multiple of 10.

Input Parameters

Field	Type	Description	Required	Example
urls	array	List of Walmart category URLs to scrape	✅	["https://www.walmart.com/browse/home/shop-bowls/4044_623679_3480962_3999334"]
zip_code	string	ZIP code to filter local availability	✅	"20011"
max_results_per_url	integer	Max results per URL (must be multiple of 10)	❌	30

Output (Full Example)

{
  "url": "https://www.walmart.com/ip/Mainstays-Alessandra-Brown-Stoneware-Dinner-Bowl/3182026990",
  "final_price": 2.97,
  "sku": "3182026990",
  "currency": "USD",
  "specifications": [
    {
      "name": "Features",
      "value": "Microwave Safe, Dishwasher Safe"
    },
    {
      "name": "Brand",
      "value": "Mainstays"
    },
    {
      "name": "Color",
      "value": "Brown"
    }
  ],
  "image_urls": [
    "https://example.com/img1.jpeg",
    "https://example.com/img2.jpeg"
  ],
  "top_reviews": {
    "positive": {
      "rating": 5,
      "review": "Great bowl, stylish and durable."
    },
    "negative": {
      "rating": 2,
      "review": "Arrived broken. Packaging was poor."
    }
  },
  "rating_stars": {
    "one_star": 10,
    "two_stars": 4,
    "three_stars": 5,
    "four_stars": 15,
    "five_stars": 66
  },
  "rating": 4.4,
  "review_count": 100,
  "product_name": "Mainstays Alessandra Dinner Bowl",
  "description": "Rustic brown dinner bowl made of durable stoneware. Microwave and dishwasher safe.",
  "category_name": "Shop Bowls",
  "is_in_stock": true,
  "available_for_delivery": false,
  "available_for_pickup": true,
  "colors": ["Black", "Brown", "Mint"],
  "tags": ["Best seller", "Durable", "Dishwasher Safe"],
  "pickup_zipcode": "20011",
  "shipping_delivery_zipcode": "20011"
}

Pricing 💵

Tier	Events	Price per 1,000 results
Free	10	$0
Pay-as-you-go	>10	$3 / 1,000 results

Legal Disclaimer

This Actor is intended for educational and research purposes only. Users are responsible for complying with Walmart’s terms of service and any applicable laws in their jurisdiction.

Update Policy

This Actor is actively maintained. New Walmart layout changes or features will be tracked and patched promptly.

FAQ

Does this Actor support proxies?
No. It works efficiently without the need for proxies.

How many results are free?
Up to 10 results are free for users on the free plan.

What happens if I input a number like 35 in max_results_per_url?
The Actor rounds it up to the next multiple of 10 (e.g., 40 results).

Does it work for ZIP code filtering?
Yes, the Actor includes local store filtering using the ZIP code provided.