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The Walmart - Products dataset is a clean, structured, analysis-ready database of 579.23M records across 98 data fields, sourced from walmart.com and refreshed monthly. Every record is standardised for enrichment, lead generation, market research and competitor analysis — ready to import into your CRM or data pipeline.
Key fields: url, final price, sku, currency, gtin, specifications, image urls, top reviews, rating stars, related pages, and 88 more. See the full data dictionary below.
This is a pay-per-record dataset with a minimum order of 70,000 records. See the order panel for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you choose, so the more you buy, the larger the order.
| sku | url | gtin | currency | db source | timestamp |
|---|---|---|---|---|---|
| 15198311817 | https://www.walmart.com/ip/High-Precisio... | USD | 1784589764011 | 2026-07-20 | |
| 17301753103 | https://www.walmart.com/ip/ArtToFrames-1... | 450302605104 | USD | 1784589764011 | 2026-07-20 |
| 16940613692 | https://www.walmart.com/ip/Nike-Men-s-Ai... | 469310481501 | USD | 1784589764011 | 2026-07-20 |
| 15528551673 | https://www.walmart.com/ip/Smiry-Waterpr... | 655060682057 | USD | 1784589764011 | 2026-07-20 |
| 17744768763 | https://www.walmart.com/ip/Tnhcen-Women-... | USD | 1784589764011 | 2026-07-20 | |
| 16742310549 | https://www.walmart.com/ip/Brown-Women-s... | USD | 1784589764011 | 2026-07-20 | |
| 20635856525 | https://www.walmart.com/ip/3-packs-8-Mon... | 173958645910 | USD | 1784589764011 | 2026-07-20 |
| 5220546177 | https://www.walmart.com/ip/9x9-Shadow-Bo... | 751534091872 | USD | 1784589764011 | 2026-07-20 |
| 9926904225 | https://www.walmart.com/ip/SIXHOME-Outdo... | 768917101899 | USD | 1784589764011 | 2026-07-20 |
| 490560293 | https://www.walmart.com/ip/Taliah-Waajid... | 533194077768 | USD | 1784589764011 | 2026-07-20 |
Sample@if($records) of 2M records@endif — 98 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | URL representing the product link | Url | 100% |
| final_price | Price of the product | Text | 92.76% |
| sku | Stock Keeping Unit (SKU) for product identification | Text | 100% |
| currency | Currency used for the product price | Text | 100% |
| gtin | Global Trade Item Number (GTIN) for product identification | Text | 60.37% |
| specifications | Array of objects representing product specifications. Each object includes name and value | Array | 98.94% |
| image_urls | Array of URLs representing product images | Array | 99.83% |
| top_reviews | Object representing top reviews, including negative and positive reviews. Each review includes rating and review text | Object | 21.47% |
| rating_stars | Object representing the distribution of ratings in stars, from one star to five stars | Object | 28.74% |
| related_pages | Array of related pages associated with the product | Array | 70.34% |
| available_for_delivery | Boolean indicating product availability for delivery | Boolean | 100% |
| available_for_pickup | Boolean indicating product availability for pickup | Boolean | 100% |
| brand | Text representing the product brand | Text | 99.03% |
| breadcrumbs | Array of objects representing breadcrumb links. Each object includes URL and name | Array | 96.89% |
| category_ids | The category IDs associated with the product | Text | 99.86% |
| review_count | Number indicating the count of reviews for the product | Number | 73.05% |
| description | Text representing the product description | Text | 99.48% |
| product_id | The unique identifier of the product | Text | 100% |
| product_name | The name of the product | Text | 100% |
| review_tags | Tags associated with product reviews | Array | 3.35% |
| category_url | URL representing the category link associated with the product | Url | 95.69% |
| category_name | The name of the category associated with the product | Text | 96.89% |
| category_path | The path of the category associated with the product | Text | 97.67% |
| root_category_url | URL link associated with the product | Url | 96.89% |
| root_category_name | The name of the root category associated with the product | Text | 96.89% |
| upc | Universal Product Code (UPC) of the product | Text | 60.48% |
| tags | Tags associated with the product | Array | 14.92% |
| main_image | The main product image | Text | 98.05% |
| rating | The overall rating of the product | Number | 13.27% |
| unit_price | The unit price of the product | Number | 1.26% |
| unit | The unit of measurement for the product | Text | 1.03% |
| aisle | The aisle where the product is located | Text | 0.12% |
| free_returns | Information about free returns for the product | Text | 71.32% |
| sizes | The sizes available for the product | Array | 54.7% |
| colors | The colors available for the product | Array | 56.27% |
| seller | Seller of the product | Text | 92.53% |
| other_attributes | Array of objects representing other attributes. Each object includes name and value | Array | 31.5% |
| customer_reviews | Array of objects representing customer reviews. Each review includes name, title, review text, and rating | Array | 10.08% |
| nutrition_information | Nutrition information | Array | 0.01% |
| ingredients | Ingredients of the product, relevant for food products mostly | Text | 0.52% |
| initial_price | the price before the discount if exists | Number | 80.14% |
| discount | the discount in value or percentage | Text | 16.63% |
| ingredients_full | Detailed ingredient list grouped by ingredient type | Array | 0.51% |
| categories | Product categories | Array | 94.24% |
| brand_walmart_url | The brand's Walmart store URL | Url | 69.89% |
| condition | The item's condition | Text | 42.13% |
| is_returnable | Is the item returnable | Boolean | 63.13% |
| rating_count | The number of ratings | Number | 72.39% |
| reviews_count | The number of reviews | Number | 72.39% |
| short_description | Short description of the product | Text | 83.31% |
| variants | The product's variants | Array | 61.99% |
| videos | The product's videos | Array | 1.61% |
| product_identifiers | The product's identifiers | Object | 84.7% |
| store_name | Name of the Walmart store | Text | 79.89% |
| store_location | Location/address of the Walmart store | Text | 70.34% |
| retailer | Name of the retailer | Text | 84.7% |
| price_range | Price range for products with multiple variants | Text | 0.11% |
| availability_text | Availability status text as displayed on the product page | Text | 84.63% |
| promotion_fulltext | Full text of promotional offers applied to the product | Text | 0.26% |
| is_available | Whether the product is currently available for purchase | Boolean | 84.7% |
| seller_info | Seller information including name, ID, and storefront URL | Array | 84.7% |
| variant_attribute | Variant attribute types with their available values | Array | 62.52% |
| all_variations | input field | Boolean | 0% |
| breadcrumb_text | breadcrumb | Text | 82.29% |
| variant | The specific variant | Object | 81.75% |
| product_variant | Current product variant type and value pairs | Array | 58.86% |
| variant_id | The variant iD | Text | 60.24% |
| shipping_availability_date | shipping availability date | Date | 41.34% |
| max_shipping_availability_date | shipping availability date | Date | 41.34% |
| store_delivery_date | store delivery date | Date | 31.43% |
| max_store_delivery_date | max store delivery date | Date | 31.43% |
| seller_offers | Array of objects representing different seller offers for the same product with pricing, currency, and seller information | Array | 0.09% |
| product_category | Product category path as text, derived from breadcrumbs or breadcrumb_text joined with ' > ' | Text | 57.89% |
| price | Original/regular price of the product. Use initial_price if exists, otherwise use final_price | Text | 54.9% |
| sale_price | Sale/discounted price of the product. Use final_price when initial_price exists, otherwise null | Text | 9.98% |
| availability | Product availability status: 'in_stock' or 'out_of_stock', derived from is_available boolean | Text | 58.98% |
| availability_date | Expected availability/shipping date, derived from shipping_availability_date | Text | 33.91% |
| group_id | Group identifier for product variants, derived from product_id | Text | 58.98% |
| listing_has_variations | Indicates if the product listing has multiple variations, derived from variants array | Boolean | 58.98% |
| variant_attributes | Current variant attributes for this product, derived from product_variant with type→name mapping | Array | 40.41% |
| variants_details | NAI-formatted variant data grouped by variant type, restructured from variants and variant_attribute | Array | 43.69% |
| seller_url | URL to the seller's page, extracted from seller_info array | Text | 50.55% |
| seller_privacy_policy | URL to the seller's privacy policy | Text | 58.98% |
| seller_tos | URL to the seller's terms of service | Text | 58.98% |
| return_policy | Return policy information, derived from free_returns field | Text | 58.94% |
| return_window | Number of days allowed for returns, extracted from free_returns text (e.g., '90 days' → 90) | Number | 34.78% |
| target_countries | List of country codes where product is available | Array | 58.98% |
| store_country | Country code where the store is located | Text | 58.98% |
| category_urls | List of category URLs extracted from breadcrumbs array | Array | 57.89% |
| mpn | Manufacturer part number (max 70 chars) | Text | 25.06% |
| product_details | Bullet points from the product details | Array | 38.42% |
| store_id | The unique identifier assigned to a specific Walmart store location, used to retrieve store-specific inventory, pricing, and pickup availability for a given product. | Number | 45.53% |
| order_limit | Order Limit per seller | Number | 32.62% |
| seller_id | Seller ID | Text | 41.24% |
| Fulfillment_type | Fulfillment type | Text | 44.81% |
| review_images | review_images | Array | 1.78% |
| review_videos | review_videos | Array | 0% |
| timestamp | Date | — |
The Walmart - Products dataset contains approximately 579.23M records across 98 fields, refreshed monthly.
It is priced per record with a minimum order of 70,000 records. See the order panel on this page for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you select.
Fields include url, final price, sku, currency, gtin, specifications, image urls, top reviews and more — the complete list is in the data dictionary on this page.
It is aggregated from walmart.com and other public, compliant sources, then cleaned, standardised and de-duplicated before delivery.
As a structured CSV/Excel export ready for CRM import or BI analysis, delivered after purchase. A free sample is available on this page.
The dataset is refreshed monthly so records stay accurate for outreach and analysis.
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2,000,000 records available · built from the live database at purchase, delivered as CSV.
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Last Update:
Aug 19, 2026 17:39 PM
Published:
Jul 21, 2026 11:25 AM
Country:
United States
Total records:
2,000,000
Category:
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