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The Bjs Products dataset is a clean, structured, analysis-ready database of 20.13K records across 34 data fields, sourced from bjs.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, item id, variant id, title, description, product category, category tree, brand, image url, price, and 24 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.
| url | title | item id | db source | timestamp | variant id |
|---|---|---|---|---|---|
| https://www.bjs.com/product/contigo-luxe... | Contigo Luxe 14 oz. Travel Mug, 2 pk. -... | 307268 | 1784601260169 | 2026-07-21 | 307268 |
| https://www.bjs.com/product/yummy-dino-b... | Yummy Dino Buddies All Natural Chicken B... | 79970 | 1784601260169 | 2026-07-21 | 79970 |
| https://www.bjs.com/product/butterball-f... | Butterball Frozen All Natural Bone-In Tu... | 985656 | 1784601260169 | 2026-07-21 | 985656 |
| https://www.bjs.com/product/50-google-pl... | $50 Google Play Gift Code | 301760 | 1784601260169 | 2026-07-21 | 301760 |
| https://www.bjs.com/product/betty-crocke... | Betty Crocker Hand Mixer - Silver | 331714 | 1784601260169 | 2026-07-21 | 331714 |
| https://www.bjs.com/product/wellsley-far... | Wellsley Farms USDA Choice Whole Beef Br... | 987155 | 1784601260169 | 2026-07-21 | 987155 |
| https://www.bjs.com/product/loreal-paris... | L'Oreal Paris Preference Hair Color | 239843002 | 1784601260169 | 2026-07-21 | 239843002 |
| https://www.bjs.com/product/yankee-candl... | Yankee Candle Signature Medium Jar Candl... | 281906 | 1784601260169 | 2026-07-21 | 281906 |
| https://www.bjs.com/product/layer-cake-m... | Layer Cake Malbec, 750ml | 684793 | 1784601260169 | 2026-07-21 | 684793 |
| https://www.bjs.com/product/eufy-securit... | Eufy Security 2 Camera Wireless 4K Surve... | 329758 | 1784601260169 | 2026-07-21 | 329758 |
Sample@if($records) of 20.13K records@endif — 34 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | Product detail page URL | Url | 100% |
| item_id | Unique product ID | Text | 100% |
| variant_id | Unique variant ID | Text | 100% |
| title | Product title | Text | 100% |
| description | Full product description | Text | 97.23% |
| product_category | Category path | Text | 92.21% |
| category_tree | Hierarchical category breadcrumb with names and URLs | Array | 92.21% |
| brand | Product brand | Text | 79.08% |
| image_url | Main product image URL | Text | 98.28% |
| price | Regular price | Text | 22.28% |
| sale_price | Discounted price | Text | 4.78% |
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text | 100% |
| availability_date | Availability date | Text | 46.86% |
| group_id | Variant group ID (same for all variants) | Text | 98.28% |
| listing_has_variations | Indicates if the listing has variations | Boolean | 100% |
| variant_attributes | Currently selected variant attributes as name-value pairs | Array | 21.32% |
| variants | All available variant options grouped by type | Array | 21.32% |
| store_name | Seller name | Text | 100% |
| seller_url | Seller page URL | Text | 100% |
| seller_privacy_policy | Seller-specific privacy policy URL | Text | 100% |
| seller_tos | Seller-specific terms of service URL | Text | 100% |
| return_policy | Policy URL | Text | 100% |
| return_window | Days allowed for return | Number | 100% |
| target_countries | Target countries of the item | Array | 100% |
| store_country | Store country of the item | Text | 100% |
| category_urls | List of category URLs for the product breadcrumb trail | Array | 92.21% |
| all_variations | all_variations | Boolean | 0% |
| star_rating | Average review score (0-5 scale) | Number | 64.53% |
| review_count | Number of product reviews (non-negative) | Number | 64.53% |
| reviews | Review entries | Array | 59.32% |
| additional_image_urls | Extra product images (comma-separated list) | Array | 65.58% |
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text | 66.54% |
| mpn | Manufacturer part number (max 70 chars) | Text | 78.4% |
| timestamp | Date | — |
The Bjs Products dataset contains approximately 20.13K records across 34 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, item id, variant id, title, description, product category, category tree, brand and more — the complete list is in the data dictionary on this page.
It is aggregated from bjs.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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20,130 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:
20,130
Category:
