Walmart USA Zipcode Products Scraper

Effortlessly extract zipcode-specific product data from Walmart.com by simply inputting product URLs for quick retrieval. Choose between two output formats: a streamlined summary with essential product details or Walmart’s complete backend JSON for deeper insights—all in a lightweight, fast crawl.

Examples

Input

Example of valid input:

1{
2    "maxRequestsPerCrawl": 1000,
3    "startUrls": [
4        {
5            "url": "https://www.walmart.com/ip/611364238",
6        },
7        {
8            "url": "https://www.walmart.com/ip/Reese-s-Peanut-Butter-Cups-Milk-Chocolate-Candy-38-Oz/10311496",
9        },
10        {
11              "url": "https://www.walmart.com/search?q=volleyball",
12        }
13
14    ],
15    "walmartRawProductSchema": false,
16    "zipCode": "45011",
17    "maxPagesPerSearch": 3
18}

In the input example, we are entering product and search URLs. The crawl will also set the location for the results based on the value entered for the zipCode parameter (if none is set, results will be retrieved from random locations). For the search url, it'll extract all products in the search query until the page number 3 if available (this can be set with param maxPagesPerSearch).You can choose to return either the default simplified data schema with essential product data (default bahavior) or the raw Walmart backend JSON data with comprehensive information by setting walmartRawProductSchema to true.

Outputs

Simplified Data Schema

1{
2    "mainImage": "https://i5.walmartimages.com/seo/Franklin-Sports-Blackhawk-Soccer-Goal-Pop-Up-Backyard-Nets-Foldable-Indoor-Outdoor-Goals-Portable-Adult-Kids-4-x-3-Mini-Net-Yellow_b12ef69a-0a79-4134-a85d-0ca3767ff560.515d3f618e0ef1ed6f5eb487f508b971.jpeg",
3    "productName": "Franklin Sports Blackhawk Soccer Goal - Pop up - Indoor + Outdoor -  Adult + Kids - 4' x 3' - Yellow",
4    "price": 19.97,
5    "timeStamp": "2024-10-31T03:40:20.806977",
6    "brand": "Franklin Sports",
7    "model": "31552",
8    "totalReviews": 238,
9    "itemId": "737714891",
10    "sellerName": null,
11    "title": "Franklin Sports Blackhawk Soccer Goal - Pop up - Indoor + Outdoor -  Adult + Kids - 4' x 3' - Yellow - Walmart.com",
12    "averageRating": 4.2,
13    "availabilityStatus": "Shipping arrives by Fri, Nov 1\nPickup not available",
14    "description": "Franklin Sports' Blackhawk Pop Up Soccer Goals are the best piece of soccer equipment for all players to practice their skills and improve their game right in their own backyard! These lightweight, fiberglass soccer goals are built for premium performance and durability for both indoor and outdoor play. Constructed with an innovative pop-up design, these backyard soccer goals are ready to play in no-time so you can spend more time playing and less time setting up. Plus, the lightweight fiberglass construction ensures that these portable soccer nets are easy to take to the backyard, the beach, the park or anywhere else you play. When you're done playing and training, simply fold the goal up for easy transportation and storage. Available in a variety of size and color options, we have the perfect soccer goal for every player to find the perfect net for them. So if you're ready to turn the backyard into your own personal soccer training pitch, grab yourself a Franklin Sports Blackhawk Pop Up Soccer Goal and kick off the fun today!",
15    "imageUrls": [
16        "https://i5.walmartimages.com/seo/Franklin-Sports-Blackhawk-Soccer-Goal-Pop-Up-Backyard-Nets-Foldable-Indoor-Outdoor-Goals-Portable-Adult-Kids-4-x-3-Mini-Net-Yellow_b12ef69a-0a79-4134-a85d-0ca3767ff560.515d3f618e0ef1ed6f5eb487f508b971.jpeg",
17        "https://i5.walmartimages.com/asr/8d1e6431-fd30-4599-b1af-c19702edefac_2.8c9d575bba7426da0d37e0c1686ea1fe.jpeg",
18        "https://i5.walmartimages.com/asr/d495ef88-028b-43f7-a4f4-aeec5ab93c30_2.e57aaad2f179c78903404377d034698a.jpeg",
19        "https://i5.walmartimages.com/asr/f41be852-9106-4e28-b182-578e4bf46bbf_2.5c85b9b493f9e4037b40c1ed9de90be3.jpeg",
20        "https://i5.walmartimages.com/asr/15e4585d-0e75-4964-b8f9-21ef4f426b24_2.cdb3d8c4a0c872c10f3fbc681cf99b4b.jpeg",
21        "https://i5.walmartimages.com/asr/261d4c44-96ca-4ce4-8a51-81a3964bc924_3.a5adc937b7f10ef92123872f58bc6322.jpeg",
22        "https://i5.walmartimages.com/asr/4dec1010-5d35-40be-9271-e2c1d3e1c213_1.db088c6a07c7f8a88a6f3260c2b51b59.jpeg",
23        "https://i5.walmartimages.com/asr/f777e23f-b875-4352-b095-f2077201968d_1.9c93870faa12c8a83fffbfac06de319c.jpeg"
24    ],
25    "videoUrls": [],
26    "variants": [
27        {
28            "variantId": "795RULM6F8ZN",
29            "variantName": "Single"
30        },
31        {
32            "variantId": "4KQYJF69LIJB",
33            "variantName": "2 Pack"
34        }
35    ],
36    "numberOfSellers": 1,
37    "locationZipCode": "26003"
38},
39...

Walmart raw JSON backend schema

When walmartRawProductSchema is set to true, the output will include the comprehensive JSON data as returned by Walmart's backend. This data set contains all available information about the products, including metadata, detailed specifications, and additional attributes that are not present in the simplified data schema. This option is useful for users who need in-depth product information for analysis or other purposes.

Example Raw JSON Output

Maintenance and New Features

If you encounter any issues or have ideas for new features, please feel free to create an issue for the actor. Your feedback is valuable to us and will be added to our backlog for consideration in future updates.

Current backlog (Features to be added)

• Support category
• Add reviews