Bare Necessities Products
Use our Bare Necessities Products dataset to gain comprehensive insights into product performance, pricing strategies, and customer sentiment across online retail platforms. Access detailed information on product availability, pricing dynamics, brand positioning, and authentic customer reviews to make data-driven decisions that optimize your catalog, improve conversion rates, and enhance competitive positioning. Popular use cases include competitive price monitoring, product assortment optimization, customer sentiment analysis, and inventory management. 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
126.75K
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.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927317617 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927186545 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927055473 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927121009 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293926891633 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293926989937 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927579761 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 41293927546993 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 43035343454321 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 42967127883889 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 42967126737009 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame | |
| https://www.barenecessities.com/products/elomi-brianna-padded-half-cup | Brianna Padded Half-Cup Bra | 8081 | 1784555740015 | 2026-07-20 | 42967126704241 | Achieve uplift in this gorgeous underwire bra Foam-lined, 4-part seame |
Description
The Bare Necessities Products dataset standardizes barenecessities.com data into analysis-ready fields:
url, item_id, variant_id, title, description, product_category, category_tree, brand, and more.
Use our Bare Necessities Products dataset to gain comprehensive insights into product performance, pricing strategies, and customer sentiment across online retail platforms. Access detailed information on product availability, pricing dynamics, brand positioning, and authentic customer reviews to make data-driven decisions that optimize your catalog, improve conversion rates, and enhance competitive positioning. Popular use cases include competitive price monitoring, product assortment optimization, customer sentiment analysis, and inventory management.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
126.75K 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 |
99.85%
|
| variant_id | Unique variant ID | Text |
100%
|
| title | Product title | Text |
100%
|
| description | Full product description | Text |
100%
|
| product_category | Category path | Text |
0%
|
| category_tree | Hierarchical category breadcrumb with names and URLs | Array |
0%
|
| brand | Product brand | Text |
100%
|
| image_url | Main product image URL | Text |
100%
|
| price | Regular price | Text |
100%
|
| sale_price | Discounted price | Text |
56.32%
|
| 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 |
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 |
0%
|
| all_variations | all_variations | Boolean |
0%
|
| star_rating | Average review score (0-5 scale) | Number |
89.35%
|
| review_count | Number of product reviews (non-negative) | Number |
89.35%
|
| reviews | Review entries | Array |
78.93%
|
| additional_image_urls | Extra product images (comma-separated list) | Array |
99.62%
|
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text |
79.68%
|
| mpn | Manufacturer part number (max 70 chars) | Text |
0%
|
| timestamp | Date |
%
|