Loft Products
Use our E-commerce Product dataset to gain comprehensive intelligence on retail products, pricing strategies, customer sentiment, and inventory availability across major online retailers. Access detailed product information including titles, descriptions, images, pricing variations, stock levels, customer reviews, and category hierarchies to power competitive analysis and market research. Popular use cases include dynamic pricing optimization, competitor assortment monitoring, customer sentiment analysis, and product catalog enrichment. Use it for enrichment, market research, and lead generation — sample the fields free, then pull the records you need on demand.
Data-fields
34
Total records
51.89K
Price
up to $0.005/record
Min order
$350
Data sample
Description
Statistics
Dictionary
Related
Data sample
| url | title | item_id | db_source | timestamp | variant_id | description | product_category |
|---|---|---|---|---|---|---|---|
| https://www.loft.com/clothing/tops/catl000011/everyday-v-neck-tee/5802 | Everyday V-Neck Tee | 580224_020491_500 | 1784552914300 | 2026-07-20 | 580224_020491_500 | Our go-to, day after day: in 100% cotton slub, they’re easy, breathabl | Clothing > Tops |
| https://www.loft.com/clothing/tops/catl000011/everyday-v-neck-tee/5802 | Everyday V-Neck Tee | 580224_020491_902 | 1784552914300 | 2026-07-20 | 580224_020491_902 | Our go-to, day after day: in 100% cotton slub, they’re easy, breathabl | Clothing > Tops |
| https://www.loft.com/clothing/tops/catl000011/everyday-v-neck-tee/5802 | Everyday V-Neck Tee | 580224_020491_900 | 1784552914300 | 2026-07-20 | 580224_020491_900 | Our go-to, day after day: in 100% cotton slub, they’re easy, breathabl | Clothing > Tops |
| https://www.loft.com/clothing/pants/catl000014/faux-suede-leggings/752 | Faux Suede Leggings | 752950_8772_500 | 1784552914300 | 2026-07-20 | 752950_8772_500 | Shop Loft for effortless style and everyday elegance. Our Faux Suede L | Clothing > Pants |
| https://www.loft.com/clothing/skirts/catl000017/twill-godet-button-mid | Twill Godet Button Midi Skirt | 776950_020219_040 | 1784552914300 | 2026-07-20 | 776950_020219_040 | In soft cotton twill, this metallic-buttoned midi always gets you glow | Clothing > Skirts |
| https://www.loft.com/clothing/pants/catl000014/faux-suede-leggings/752 | Faux Suede Leggings | 752950_8772_800 | 1784552914300 | 2026-07-20 | 752950_8772_800 | Shop Loft for effortless style and everyday elegance. Our Faux Suede L | Clothing > Pants |
| https://www.loft.com/clothing/tops/catl000011/everyday-v-neck-tee/5802 | Everyday V-Neck Tee | 580224_020491_800 | 1784552914300 | 2026-07-20 | 580224_020491_800 | Our go-to, day after day: in 100% cotton slub, they’re easy, breathabl | Clothing > Tops |
| https://www.loft.com/clothing/haven-well-within/cat5330027/haven-well- | Haven Well Within Dulci Bikini | 901723_9000_900 | 1784552914300 | 2026-07-20 | 901723_9000_900 | Bliss in a bikini. This medium-coverage pair is made from beautifully- | Clothing > Haven Well Within |
| https://www.loft.com/clothing/skirts/catl000017/twill-godet-button-mid | Twill Godet Button Midi Skirt | 776950_020219_020 | 1784552914300 | 2026-07-20 | 776950_020219_020 | In soft cotton twill, this metallic-buttoned midi always gets you glow | Clothing > Skirts |
| https://www.loft.com/clothing/tops/catl000011/circle-crochet-cami/7702 | Circle Crochet Cami | 770249_4090_700 | 1784552914300 | 2026-07-20 | 770249_4090_700 | Artfully designed with a circle crochet motif, this fluid woven cotton | Clothing > Tops |
| https://www.loft.com/clothing/tops/catl000011/modern-wedge-tee/767613. | Modern Wedge Tee | 767613_019465_800 | 1784552914300 | 2026-07-20 | 767613_019465_800 | Our most dressed up tee with an of-the-moment silhouette and details. | Clothing > Tops |
| https://www.loft.com/clothing/tops/catl000011/modern-wedge-tee/767613. | Modern Wedge Tee | 767613_019465_902 | 1784552914300 | 2026-07-20 | 767613_019465_902 | Our most dressed up tee with an of-the-moment silhouette and details. | Clothing > Tops |
Description
The Loft Products dataset standardizes loft.com data into analysis-ready fields:
url, item_id, variant_id, title, description, product_category, category_tree, brand, and more.
Use our E-commerce Product dataset to gain comprehensive intelligence on retail products, pricing strategies, customer sentiment, and inventory availability across major online retailers. Access detailed product information including titles, descriptions, images, pricing variations, stock levels, customer reviews, and category hierarchies to power competitive analysis and market research. Popular use cases include dynamic pricing optimization, competitor assortment monitoring, customer sentiment analysis, and product catalog enrichment.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
51.89K records available, refreshed monthly, from $0.005 per record — minimum order $350. Preview a sample free before you buy.
Record updates over time
Data dictionary
| Column name | 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 |
99.88%
|
| product_category | Category path | Text |
99.88%
|
| category_tree | Hierarchical category breadcrumb with names and URLs | Array |
99.88%
|
| brand | Product brand | Text |
100%
|
| image_url | Main product image URL | Text |
99.88%
|
| price | Regular price | Text |
99.87%
|
| sale_price | Discounted price | Text |
89.49%
|
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text |
100%
|
| availability_date | Availability date | Text |
5.13%
|
| 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 |
98.96%
|
| variants | All available variant options grouped by type | Array |
98.96%
|
| 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 |
99.88%
|
| all_variations | all_variations | Boolean |
0%
|
| star_rating | Average review score (0-5 scale) | Number |
78.36%
|
| review_count | Number of product reviews (non-negative) | Number |
90.52%
|
| reviews | Review entries | Array |
75.68%
|
| additional_image_urls | Extra product images (comma-separated list) | Array |
97.91%
|
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text |
99.84%
|
| mpn | Manufacturer part number (max 70 chars) | Text |
100%
|
| timestamp | Date |
%
|