Bath & Body Works
Use our Bath & Body Works dataset to gain comprehensive insights into product assortments, pricing strategies, and inventory availability across one of the leading personal care retailers. Access detailed information on product titles, descriptions, pricing, stock status, category hierarchies, and brand positioning to inform competitive analysis and market intelligence. Popular use cases include price monitoring and optimization, assortment planning and gap analysis, competitive benchmarking, and demand forecasting. Use it for enrichment, market research, and lead generation — sample the fields free, then pull the records you need on demand.
Data-fields
88
Total records
2.33K
Price
up to $0.005/record
Min order
$350
Data sample
Description
Statistics
Dictionary
Related
Data sample
| mpn | url | gtin | title | item_id | db_source | timestamp | variant_id |
|---|---|---|---|---|---|---|---|
| 028031451 | https://www.bathandbodyworks.com/p/whipped-honey-and-vanilla-pocketspr | Whipped Honey & Vanilla PocketSpray Hand Sanitizer | 028031451 | 1784232035777 | 2026-07-16 | 028031451 | |
| 028014074 | https://www.bathandbodyworks.com/p/waikiki-beach-coconut-wallflowers-f | Waikiki Beach Coconut Wallflowers Fragrance Refill | 028014074 | 1784232035777 | 2026-07-16 | 028014074 | |
| 028005561 | https://www.bathandbodyworks.com/p/cactus-blossom-single-wick-candle-0 | Cactus Blossom Single Wick Candle | 028005561 | 1784232035777 | 2026-07-16 | 028005561 | |
| 028030084 | https://www.bathandbodyworks.com/p/black-cherry-merlot-wallflowers-fra | Black Cherry Merlot Wallflowers Fragrance Refill | 028030084 | 1784232035777 | 2026-07-16 | 028030084 | |
| 028003596 | https://www.bathandbodyworks.com/p/black-cherry-merlot-gentle-and-clea | Black Cherry Merlot Gentle & Clean Foaming Hand Soap | 028003596 | 1784232035777 | 2026-07-16 | 028003596 | |
| 028030413 | https://www.bathandbodyworks.com/p/football-season-cologne-028030413.h | Football Season Cologne | 028030413 | 1784232035777 | 2026-07-16 | 028030413 | |
| 028004826 | https://www.bathandbodyworks.com/p/a-thousand-wishes-wallflowers-refil | A Thousand Wishes Wallflowers Refills 2-Pack | 028004826 | 1784232035777 | 2026-07-16 | 028004826 | |
| 028026026 | https://www.bathandbodyworks.com/p/raspberries-and-whipped-vanilla-con | Raspberries & Whipped Vanilla Concentrated Room Spray | 028026026 | 1784232035777 | 2026-07-16 | 028026026 | |
| 028028598 | https://www.bathandbodyworks.com/p/cotton-candy-cart-nightlight-wallfl | Cotton Candy Cart Nightlight Wallflowers Fragrance Plug | 028028598 | 1784232035777 | 2026-07-16 | 028028598 | |
| 028011408 | https://www.bathandbodyworks.com/p/sweetest-song-body-wash-028011408.h | Sweetest Song Body Wash | 028011408 | 1784232035777 | 2026-07-16 | 028011408 | |
| 028026229 | https://www.bathandbodyworks.com/p/pink-kiwi-berry-daily-moisturizing- | Pink Kiwi Berry Daily Moisturizing Hand Soap | 028026229 | 1784232035777 | 2026-07-16 | 028026229 | |
| 028021414 | https://www.bathandbodyworks.com/p/freshwater-cologne-028021414.html | Freshwater Cologne | 028021414 | 1784232035777 | 2026-07-16 | 028021414 |
Description
The Bath & Body Works dataset standardizes bathandbodyworks.com data into analysis-ready fields:
url, item_id, variant_id, gtin, mpn, title, description, condition, and more.
Use our Bath & Body Works dataset to gain comprehensive insights into product assortments, pricing strategies, and inventory availability across one of the leading personal care retailers. Access detailed information on product titles, descriptions, pricing, stock status, category hierarchies, and brand positioning to inform competitive analysis and market intelligence. Popular use cases include price monitoring and optimization, assortment planning and gap analysis, competitive benchmarking, and demand forecasting.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
2.33K 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%
|
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text |
0%
|
| mpn | Manufacturer part number (max 70 chars) | Text |
94.77%
|
| title | Product title | Text |
100%
|
| description | Full product description | Text |
100%
|
| condition | Condition of product (e.g., new, used, refurbished) | Text |
13.8%
|
| product_category | Category path | Text |
91.81%
|
| category_tree | Hierarchical category breadcrumb with names and URLs | Array |
91.81%
|
| brand | Product brand | Text |
100%
|
| material | Primary material(s) (max 100 chars) | Text |
2.1%
|
| dimensions | Overall dimensions in LxWxH unit format (e.g., 12x8x5 in) | Text |
0%
|
| length | Individual dimension - length (requires width, height, and dimensions_unit) | Number |
0%
|
| width | Individual dimension - width (requires length, height, and dimensions_unit) | Number |
0%
|
| height | Individual dimension - height (requires length, width, and dimensions_unit) | Number |
0%
|
| dimensions_unit | Dimensions unit (e.g., in, cm - required if length/width/height provided) | Text |
0%
|
| weight | Product weight (numeric value) | Number |
4.46%
|
| item_weight_unit | Product weight unit (e.g., lb, kg - required if weight provided) | Text |
4.46%
|
| age_group | Target demographic (newborn, infant, toddler, kids, adult) | Text |
0%
|
| image_url | Main product image URL | Text |
99.4%
|
| additional_image_urls | Extra product images (comma-separated list) | Array |
97.17%
|
| video_url | Product video URL (must be publicly accessible) | Text |
0%
|
| additional_video_urls | Extra product videos (must be publicly accessible) | Array |
0%
|
| model_3d_url | 3D model URL (GLB/GLTF preferred) | Text |
0%
|
| price | Regular price | Text |
100%
|
| sale_price | Discounted price | Text |
37.59%
|
| sale_price_start_date | Sale start date (ISO 8601 format, e.g., 2025-07-01) | Text |
0.04%
|
| sale_price_end_date | Sale end date (ISO 8601 format, e.g., 2025-07-15) | Text |
0.04%
|
| unit_pricing_measure | Unit price measure (e.g., 16 oz - requires base_measure) | Text |
10.46%
|
| base_measure | Base measure for unit pricing (e.g., 1 oz - requires unit_pricing_measure) | Text |
0%
|
| pricing_trend | Pricing trend description (max 80 chars, e.g., 'Lowest price in 6 months') | Text |
0%
|
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text |
99.96%
|
| availability_date | Availability date | Text |
0%
|
| expiration_date | Remove product after this date (ISO 8601 format, must be future date) | Text |
0%
|
| pickup_method | Pickup options (in_store, reserve, not_supported) | Text |
5.4%
|
| pickup_sla | Pickup SLA (e.g., 1 day - requires pickup_method) | 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_dict | Variant attributes map as JSON object (e.g., { 'color': 'Blue', 'size': '10' }) | Object |
0%
|
| variant_attributes | Currently selected variant attributes as name-value pairs | Array |
82.77%
|
| variants | All available variant options grouped by type | Array |
0%
|
| item_group_title | Group product title (max 150 chars, avoid all-caps) | Text |
16.93%
|
| color | Variant color (max 40 chars) | Text |
0%
|
| size | Variant size (max 20 chars, recommended for apparel) | Text |
10.46%
|
| size_system | Size system (2-letter country code per ISO 3166, e.g., US) | Text |
0%
|
| gender | Gender target (male, female, unisex) | Text |
0%
|
| offer_id | Offer ID (SKU+seller+price, unique within feed, recommended) | Text |
16.93%
|
| custom_variant1_category | Custom variant dimension 1 category (e.g., Size_Type) | Text |
0%
|
| custom_variant1_option | Custom variant 1 option (e.g., Petite / Tall / Maternity) | Text |
0%
|
| custom_variant2_category | Custom variant dimension 2 category (e.g., Wood_Type) | Text |
0%
|
| custom_variant2_option | Custom variant 2 option (e.g., Oak / Mahogany / Walnut) | Text |
0%
|
| custom_variant3_category | Custom variant dimension 3 category (e.g., Cap_Type) | Text |
0%
|
| custom_variant3_option | Custom variant 3 option (e.g., Snapback / Fitted) | Text |
0%
|
| shipping_price | Shipping method/cost/region (format: country:region:service_class:price, e.g., US:CA:Overnight:16.00 USD) | Text |
0%
|
| delivery_estimate | Estimated arrival date (ISO 8601 format, must be future date) | Text |
0%
|
| is_digital | Indicates if the product is digital (true/false) | Boolean |
10.63%
|
| 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%
|
| accepts_returns | Accepts returns (true/false) | Boolean |
15.77%
|
| return_deadline_in_days | Days allowed for return (positive integer) | Number |
0%
|
| accepts_exchanges | Accepts exchanges (true/false) | Boolean |
15.77%
|
| return_policy | Policy URL | Text |
99.23%
|
| return_window | Days allowed for return | Number |
98.54%
|
| popularity_score | Popularity indicator (0-5 scale or merchant-defined, recommended) | Number |
0%
|
| return_rate | Return rate percentage (0-100%) | Number |
0%
|
| warning_url | Product warning URL (must resolve HTTP 200) | Text |
0%
|
| age_restriction | Minimum purchase age (positive integer, recommended) | Number |
0%
|
| review_count | Number of product reviews (non-negative) | Number |
98.2%
|
| star_rating | Average review score (0-5 scale) | Number |
98.2%
|
| store_review_count | Number of brand/store reviews (non-negative) | Number |
0%
|
| store_star_rating | Average store rating (0-5 scale) | Number |
0%
|
| q_and_a | FAQ content (recommended) | Array |
0%
|
| reviews | Review entries (recommended) | Array |
87.23%
|
| product_attributes | Product attributes and specifications as name-value pairs | Array |
11.92%
|
| features | Product feature bullet points | Array |
10.76%
|
| related_products | Related, similar, or frequently bought together products | Array |
14.79%
|
| related_product_id | Related product IDs (recommended, comma-separated) | Array |
14.79%
|
| relationship_type | Relationship type (part_of_set, required_part, often_bought_with, substitute, different_brand, accessory) | Text |
0%
|
| target_countries | Target countries of the item | Array |
100%
|
| store_country | Store country of the item | Text |
100%
|
| geo_price | Price by region with ISO 4217 currency (e.g., 79.99 USD for California) | Text |
0%
|
| geo_availability | Availability per region (e.g., in_stock for Texas, out_of_stock for New York) | Text |
0%
|
| category_urls | List of category URLs for the product breadcrumb trail | Array |
91.81%
|
| all_variations | all_variations | Boolean |
0%
|
| timestamp | Date |
%
|