Banter
Use our Banter Products dataset to gain comprehensive insights into online retail offerings, pricing strategies, and inventory availability across multiple stores and categories. Access detailed product information including titles, descriptions, pricing, brand details, category classifications, and stock status to power competitive intelligence and market analysis. Popular use cases include price monitoring and optimization, competitive benchmarking, product catalog enrichment, and market trend analysis. 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
16.5K
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.banter.com/10k-hollow-white-gold-double-row-rope-chain-bra | 10K Hollow White Gold Double Row Rope Chain Bracelet - 7.5" | 20576264 | 1784538445538 | 2026-07-20 | 20576264 | This sleek rope chain bracelet adds a chic twist to your wrist stack. | Home > View All Bracelets > View All Men's Jewelry |
| https://www.banter.com/small-filigree-crucifix-necklace-charm-10k-gold | Small Filigree Crucifix Necklace Charm in 10K Gold | 20564675 | 1784538445538 | 2026-07-20 | 20564675 | Add this detailed crucifix charm to your favorite gold chain (sold sep | Home > View All Men's Jewelry > View All Charms |
| https://www.banter.com/cubic-zirconia-butterfly-outline-necklace-charm | Cubic Zirconia Butterfly Outline Necklace Charm in Semi-Solid Sterling | 20451271 | 1784538445538 | 2026-07-20 | 20451271 | Fashioned in sterling silver, this butterfly outline necklace charm is | Home > View All Men's Jewelry > View All Charms > Home > View All Men' |
| https://www.banter.com/nugget-texture-flare-cross-necklace-charm-10k-g | Nugget Texture Flare Cross Necklace Charm in 10K Gold | 20564677 | 1784538445538 | 2026-07-20 | 20564677 | Pair this textured cross charm with your favorite gold chain (sold sep | Home > View All Men's Jewelry > View All Charms |
| https://www.banter.com/10k-gold-cz-teardrop-dangle-studs/p/V-20600509 | 10K Gold CZ Teardrop Dangle Studs | 20600509 | 1784538445538 | 2026-07-20 | 20600509 | Not your average studs, these light-catching CZ teardrop stud earrings | Home > View All Jewelry > View All Earrings > Home > View All Jewelry |
| https://www.banter.com/060-gauge-sparkling-foxtail-chain-necklace-10k- | 060 Gauge Sparkling Foxtail Chain Necklace in 10K White Gold - 18" | 17297987 | 1784538445538 | 2026-07-20 | 17297987 | Subtle shine. This 060 Gauge sparkling foxtail chain necklace in 10K w | Home > View All Necklaces > View All Men's Jewelry |
| https://www.banter.com/10k-gold-bonded-nefertiti-twotone-charm/p/V-206 | 10K Gold Bonded Nefertiti Two-Tone Charm | 20611549 | 1784538445538 | 2026-07-20 | 20611549 | Iconic and immediately recognizable, this Nefertiti pendant is a silho | Home > View All Men's Jewelry > View All Charms |
| https://www.banter.com/cubic-zirconia-insideout-hoop-earrings-sterling | Cubic Zirconia Inside-Out Hoop Earrings in Sterling Silver | 20445277 | 1784538445538 | 2026-07-20 | 20445277 | These CZ huggie hoops are the perfect addition to your stack. Create a | Home > View All Jewelry > View All Earrings |
| https://www.banter.com/10k-hollow-gold-squared-hoops/p/V-20590512 | 10K Hollow Gold Squared Hoops | 20590512 | 1784538445538 | 2026-07-20 | 20590512 | Find beauty in the architectural design of these squared hoops. These | Home > View All Jewelry > View All Earrings |
| https://www.banter.com/016-gauge-heart-labret-10k-gold/p/V-19986162 | 016 Gauge Heart Labret in 10K Gold | 19986162 | 1784538445538 | 2026-07-20 | 19986162 | This 016 gage labret set in 10K gold secures with a heart-shaped closu | Home > View All Body Jewelry > View All Men's Jewelry |
| https://www.banter.com/14-ct-tw-diamond-wedding-band-10k-rose-gold/p/V | 1/4 CT. T.W. Diamond Wedding Band in 10K Rose Gold | 20313580 | 1784538445538 | 2026-07-20 | 20313580 | This 1/4 ct. t.w. diamond wedding band is fashioned in 10K rose gold. | Home > View All Jewelry > View All Rings > Home > View All Jewelry > V |
| https://www.banter.com/childs-disney-minnie-mouse-charm-bracelet-brass | Child's ©Disney Minnie Mouse Charm Bracelet in Brass with White Rhodiu | 20052041 | 1784538445538 | 2026-07-20 | 20052041 | Surprise her with this ©Disney child’s charm bracelet. Fashioned in br | Home > View All Jewelry > View All Kids Jewelry |
Description
The Banter dataset standardizes banter.com data into analysis-ready fields:
url, item_id, variant_id, title, description, product_category, category_tree, brand, and more.
Use our Banter Products dataset to gain comprehensive insights into online retail offerings, pricing strategies, and inventory availability across multiple stores and categories. Access detailed product information including titles, descriptions, pricing, brand details, category classifications, and stock status to power competitive intelligence and market analysis. Popular use cases include price monitoring and optimization, competitive benchmarking, product catalog enrichment, and market trend analysis.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
16.5K 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 |
95.84%
|
| price | Regular price | Text |
99.98%
|
| sale_price | Discounted price | Text |
40.64%
|
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text |
100%
|
| availability_date | Availability date | Text |
36.96%
|
| 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 |
25.79%
|
| variants | All available variant options grouped by type | Array |
25.91%
|
| 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 |
35%
|
| review_count | Number of product reviews (non-negative) | Number |
35%
|
| reviews | Review entries | Array |
35%
|
| additional_image_urls | Extra product images (comma-separated list) | Array |
95.28%
|
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text |
0%
|
| mpn | Manufacturer part number (max 70 chars) | Text |
98.57%
|
| timestamp | Date |
%
|