Product Data Automation Tool

Channel-ready SKU onboarding across product, category, template, and attribute modules.

This prototype turns your requirements into a connected workspace: import products, classify them into channel taxonomies, store per-platform templates, and generate upload-ready attribute files with rule-based and AI-style fallbacks.

Products3

Editable SKU records with local persistence.

Mapped Categories3/3

Updated whenever product content or taxonomy changes.

Missing Templates2

Platform-category combinations still needing a channel template.

Ready to Export2

Selected SKUs with a matching template in the Attributes module.

Workspace seeded with example catalog, taxonomy, and templates.
01 Product Module

Master data management with import, export, and direct SKU editing

Maintain the core catalog record, update every supported field inline, and keep category suggestions synchronized as data changes.

Marketing and bullets

Packaging details

Supports up to three boxes per SKU.
Box 1
Box 2
Box 3

Images and category signal

Image URLs and the live category suggestion share the same record.
Auto CategoryFurniture > Bedroom Furniture > Nightstands
PlatformWayfair
Confidence97%
02 Category Module

Taxonomy intake and AI-style SKU classification

Import category trees from any channel, keep them editable in the browser, and apply automatic classification across the product set.

Active taxonomy library4 categories available for classification
PlatformCategoryKeywordsRequired Attributes
WayfairFurniture > Bedroom Furniture > Nightstandsnightstand, bedside, drawer, bedroom, end tableColor, Material, Drawer Count, Assembly Required
WayfairFurniture > Dining Furniture > Bar Stoolsbar stool, counter stool, seat height, footrest, swivelSeat Height, Material, Frame Material, Weight Capacity
AmazonHome & Kitchen > Lighting > Floor Lampslamp, lighting, shade, floor lamp, bulbPower Source, Light Source Type, Material, Style
AmazonHome Office > Desksdesk, workspace, drawer, office, writing deskDesk Design, Material, Top Material, Assembly Required
03 Channel Module

Platform and category template management

Store channel-specific attribute sheets centrally, overwrite templates as marketplace requirements change, and keep platform-category coverage visible.

Upload a marketplace sheet to infer fields from the workbook, or paste one attribute name per line for a quick template overwrite.

Wayfair Nightstand Core Attributes

Wayfair / Furniture > Bedroom Furniture > Nightstands

12 fields
Updated 2026-04-23 / Seeded starter template
SKUProduct NameCategoryMAP PriceMSRPMaterialColorMarketing Copy+4 more
Amazon Floor Lamp Upload Sheet

Amazon / Home & Kitchen > Lighting > Floor Lamps

11 fields
Updated 2026-04-23 / Seeded starter template
item_skuexternal_product_iditem_namestandard_pricelist_pricebullet_point1bullet_point2generic_keywords+3 more
04 Attributes Module

Attribute mapping, value generation, and channel file export

Choose a platform and category, pull the matching template, map product records into the required columns, and export the completed attribute sheet.

SKU Selection2 selected
Wayfair Nightstand Core Attributes

12 fields will be mapped for the selected SKU set.

Generated output previewNo export has been generated yet.
Select a platform, category, and SKU set to generate a marketplace-ready output file.