The Fashion Taxonomy Playbook

How to structure your apparel catalog for search, filters, and AI discovery — with a copy-ready category hierarchy you can adapt today.

Free download

The Fashion Taxonomy Playbook: From Category Tree to AI Discovery

What's inside

  • A copy-ready four-level hierarchy for womenswear, menswear, and shoes, ready to prune or extend for your assortment

  • The core attribute families for fashion — fit, neckline, sleeve, length, occasion, vibe — with example values and which ones matter per category

  • Six ways clean attributes pay off: search, filtering, collections, navigation, GEO/SEO, and personalization

  • Where manual tagging breaks down, and how AI tagging keeps thousands of SKUs accurate at scale

  • A practical checklist to audit or rebuild your own taxonomy

Who it's for

  • Merchandisers and eCommerce managers who own the customer-facing experience

  • Catalog and PIM teams responsible for product data quality

  • Product and search managers working on discovery, filters, and relevance

  • Anyone rebuilding a category tree or cleaning up feeds for marketplaces and AI assistants

Free download. No perfect list — just a strong reference for best practice and what shoppers expect to see.

Curious to see how the all-in-one discovery solution works for you?