Light In The Box Products
Use our Light In The Box Products dataset to gain comprehensive visibility into online retail product catalogs, pricing strategies, and inventory trends across major marketplaces. Access detailed product information including titles, descriptions, pricing, availability, variants, ratings, reviews, and category classifications to power smarter merchandising and competitive intelligence. Popular use cases include price monitoring and optimization, assortment planning and gap analysis, competitive benchmarking, and market trend identification. 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
88.32K
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.lightinthebox.com/en/p/women-s-shirt-blouse-buttons-stripe | Women's Shirt Blouse Buttons Striped Elegant Vacation Fashion 3/4 Leng | 1_196|2_286 | 1784608856865 | 2026-07-21 | 1_196|2_286 | "$24.99 - Striped 3 4 Sleeve Women's Blouse Casual Vacation Tops 202 | Home > Women's Clothing > Women's Tops > Blouses & Shirts > Plain Blou |
| https://www.lightinthebox.com/en/p/women-s-shirt-blouse-buttons-stripe | Women's Shirt Blouse Buttons Striped Elegant Vacation Fashion 3/4 Leng | 1_196|2_287 | 1784608856865 | 2026-07-21 | 1_196|2_287 | "$24.99 - Striped 3 4 Sleeve Women's Blouse Casual Vacation Tops 202 | Home > Women's Clothing > Women's Tops > Blouses & Shirts > Plain Blou |
| https://www.lightinthebox.com/en/p/women-s-t-shirt-lace-graphic-plain- | Women's T Shirt Lace Graphic Plain Vintage Stylish Casual Short Sleeve | 1_223|2_286 | 1784608856865 | 2026-07-21 | 1_223|2_286 | "$33.99 - Women's T Shirt Lace Graphic Plain Vintage Stylish Casual Sh | Home > Women's Clothing > Women's Tops > T-shirts > Plain tee |
| https://www.lightinthebox.com/en/p/men-s-cargo-sweatpants-sweatpants-t | Men's Cargo Sweatpants Sweatpants Trousers Straight Leg Sweatpants Ple | 1_223|2_289 | 1784608856865 | 2026-07-21 | 1_223|2_289 | "$24.99 - Men's Cargo Sweatpants Sweatpants Trousers Straight Leg Swea | Home > Men's Clothing > Men's Pants > Sweatpants > Cargo |
| https://www.lightinthebox.com/en/p/men-s-shorts-casual-shorts-corduroy | Men's Shorts Casual Shorts Corduroy Shorts Pocket Elastic Waist Plain | 1_9808|2_5922 | 1784608856865 | 2026-07-21 | 1_9808|2_5922 | "$26.99 - Men's Shorts Casual Shorts Corduroy Shorts Pocket Elastic Wa | Home > Men's Clothing > Men's Shorts > Casual Shorts |
| https://www.lightinthebox.com/en/p/women-s-wide-leg-vacation-stylish-f | Women's Wide Leg Vacation Stylish Full Length High Waist Plain Comfort | 1_865|2_287 | 1784608856865 | 2026-07-21 | 1_865|2_287 | "$29.99 - Women's Wide Leg Vacation Stylish Full Length High Waist Pla | Home > Women's Clothing > Women's Bottoms > Pants > Wide Leg & High Wa |
| https://www.lightinthebox.com/en/p/women-s-running-t-shirt-gym-shirt-s | Women's Solid Colored Running T-Shirt Gym Shirt Sports Top Spring Fall | 1_296|2_1718 | 1784608856865 | 2026-07-21 | 1_296|2_1718 | "$16.49 - Women's Solid Colored Running T-Shirt Gym Shirt Sports Top S | Home > Sports & Outdoors > Gym, Running & Workout > Running Tee & Tank |
| https://www.lightinthebox.com/en/p/men-s-linen-pants-trousers-summer-p | Men's Linen Pants Trousers Summer Pants Baggy Pants Beach Pants Drawst | 1_185|2_286 | 1784608856865 | 2026-07-21 | 1_185|2_286 | "$22.99 - Men's Linen Pants Trousers Summer Pants Baggy Pants Beach Pa | Home > Men's Clothing > Men's Pants > Cotton Linen Pants > Holiday |
| https://www.lightinthebox.com/en/p/curtain-drapes-modern-minimalist-co | Curtain Drapes Modern Minimalist Country-Style Double-Strand Polyester | 1_16 | 1784608856865 | 2026-07-21 | 1_16 | "$9.49 - Curtain Drapes Modern Minimalist Country-Style Double-Strand | Home > Home & Garden > Home Textiles > Window Treatments > Curtains & |
| https://www.lightinthebox.com/en/p/figure-skating-dress-girls-ice-skat | Figure Skating Dress Girls' Ice Skating Dress Black White Yellow Patch | 1_1556|2_286 | 1784608856865 | 2026-07-21 | 1_1556|2_286 | "$168.99 - Figure Skating Dress Girls' Ice Skating Dress Black White Y | Home > Toys & Hobbies > Dancewear & Dance Shoes > Figure Skating > Fig |
| https://www.lightinthebox.com/en/p/figure-skating-dress-girls-ice-skat | Figure Skating Dress Girls' Ice Skating Dress Black White Yellow Patch | 1_1556|2_288 | 1784608856865 | 2026-07-21 | 1_1556|2_288 | "$168.99 - Figure Skating Dress Girls' Ice Skating Dress Black White Y | Home > Toys & Hobbies > Dancewear & Dance Shoes > Figure Skating > Fig |
| https://www.lightinthebox.com/en/p/women-s-windbreaker-softshell-jacke | Women's Windbreaker Softshell Jacket Hiking Jacket Outdoor Sun Protect | 1_5583|2_286 | 1784608856865 | 2026-07-21 | 1_5583|2_286 | "$23.99 - Women's Windbreaker Softshell Jacket Hiking Jacket Outdoor S | Home > Sports & Outdoors > Camping, Hiking & Backpacking > Outdoor Jac |
Description
The Light In The Box Products dataset standardizes lightinthebox.com data into analysis-ready fields:
url, item_id, variant_id, title, description, product_category, category_tree, brand, and more.
Use our Light In The Box Products dataset to gain comprehensive visibility into online retail product catalogs, pricing strategies, and inventory trends across major marketplaces. Access detailed product information including titles, descriptions, pricing, availability, variants, ratings, reviews, and category classifications to power smarter merchandising and competitive intelligence. Popular use cases include price monitoring and optimization, assortment planning and gap analysis, competitive benchmarking, and market trend identification.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
88.32K 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 |
100%
|
| 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 |
99.35%
|
| sale_price | Discounted price | Text |
86.68%
|
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text |
100%
|
| availability_date | Availability date | Text |
92.08%
|
| 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 |
100%
|
| variants | All available variant options grouped by type | Array |
100%
|
| 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 |
100%
|
| review_count | Number of product reviews (non-negative) | Number |
100%
|
| reviews | Review entries | Array |
56.08%
|
| additional_image_urls | Extra product images (comma-separated list) | Array |
100%
|
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text |
0%
|
| mpn | Manufacturer part number (max 70 chars) | Text |
100%
|
| timestamp | Date |
%
|