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The LLBean dataset is a clean, structured, analysis-ready database of 126.39K records across 34 data fields, sourced from global.llbean.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://global.llbean.com/llb/shop/20010... | Happy Feet Comfort Mat, Sunset | 10003301771000330177 | 1784577657972 | 2026-07-20 | XQ527625XQ527625 |
| https://global.llbean.com/llb/shop/12910... | Women's Wharf Street Rain Jacket | 10002574861000257486 | 1784577657972 | 2026-07-20 | XQ521511XQ521511 |
| https://global.llbean.com/llb/shop/20010... | Pennant Charm, Hike | 10003341851000334185 | 1784577657972 | 2026-07-20 | XQ528709XQ528709 |
| https://global.llbean.com/llb/shop/58019... | Men's VentureStretch Woven Shirt | 10002743041000274304 | 1784577657972 | 2026-07-20 | XQ524827XQ524827 |
| https://global.llbean.com/llb/shop/58523... | Men's Essential Graphic Sweatshirts, Cre... | 10003227681000322768 | 1784577657972 | 2026-07-20 | XQ527636XQ527636 |
| https://global.llbean.com/llb/shop/12661... | Women's Cotton/Cashmere Sweater, Turtlen... | 126619126619 | 1784577657972 | 2026-07-20 | XQ517092XQ517092 |
| https://global.llbean.com/llb/shop/57975... | Women's Mariner Shaker Sweater, Crewneck | 10002903881000290388 | 1784577657972 | 2026-07-20 | XQ524763XQ524763 |
| https://global.llbean.com/llb/shop/12091... | Women's Mountain Classic Anorak, Multi-C... | 10003330171000333017 | 1784577657972 | 2026-07-20 | XQ505302XQ505302 |
| https://global.llbean.com/llb/shop/83818... | Protective Pet Bed Liner, Round | 0PLN5800000PLN580000 | 1784577657972 | 2026-07-20 | XQ291140XQ291140 |
| https://global.llbean.com/llb/shop/20010... | Adventure Duffle, Small, 20L | 2001002320010023 | 1784577657972 | 2026-07-20 | XQ525632XQ525632 |
Sample@if($records) of 126.39K 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 | 99.79% |
| product_category | Category path | Text | 100% |
| category_tree | Hierarchical category breadcrumb with names and URLs | Array | 100% |
| brand | Product brand | Text | 100% |
| image_url | Main product image URL | Text | 100% |
| price | Regular price | Text | 100% |
| sale_price | Discounted price | Text | 100% |
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text | 100% |
| availability_date | Availability date | Text | 0% |
| group_id | Variant group ID (same for all variants) | Text | 100% |
| listing_has_variations | Indicates if the listing has variations | Boolean | 100% |
| variant_attributes | Currently selected variant attributes as name-value pairs | Array | 99.63% |
| variants | All available variant options grouped by type | Array | 99.74% |
| 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 | 100% |
| all_variations | all_variations | Boolean | 0% |
| star_rating | Average review score (0-5 scale) | Number | 93.65% |
| review_count | Number of product reviews (non-negative) | Number | 93.65% |
| reviews | Review entries | Array | 93.65% |
| additional_image_urls | Extra product images (comma-separated list) | Array | 96.81% |
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text | 0% |
| mpn | Manufacturer part number (max 70 chars) | Text | 0% |
| timestamp | Date | — |
The LLBean dataset contains approximately 126.39K 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 global.llbean.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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126,390 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:
126,390
Category:
