Solutions / Fashion & Apparel
Style-aware discovery for fashion and apparel.
Fashion shoppers search by fit, size, fabric, and occasion rather than by SKU, and when those attributes are not structured, the product loses the query. Catalog Genius writes them to your metafields so search and the assistant answer the way a stylist would.
Not ready? Score your store free first →Before and after
The same product, made readable.
Marketing copy still wins the human eye, while the structured attributes are what let an agent match your fashion & apparel product to a real question.
Before Atomz, an agent reads
After Atomz, an agent reads
The attributes that matter here
What a fashion & apparel shopper searches on.
These are the fields Catalog Genius writes to your metafields for this category. Each one is a match point a human filter and an AI agent can both use.
A real query
slim-fit black linen shirt for a summer wedding, size M
Every word in that query maps to a structured attribute above. That is what makes it answerable, on your store and inside an AI agent.
On Collective Shoes, structuring attributes like these surfaced 1,539 products their search could not reach and drove NZ$624K in search revenue.
The suite, applied to Fashion & Apparel
Four features, reading one fashion & apparel catalog.
Catalog Genius
Writes fit, size, material, and more to every fashion & apparel product's metafields, mapped to the Shopify Standard Product Taxonomy.
AI Search
Turns “slim-fit black linen shirt for a summer wedding, size M” into attribute filters and semantic matches, with merchandising rules to pin or promote by margin, stock, or campaign.
AI Assistant
Answers grounded in your fashion & apparel attributes and brand voice, recommends complete in-stock options, and never invents a product you do not sell.
AI Insights
Scores how readable your fashion & apparel catalog is and flags the exact attributes you are missing, product by product.
How Atomz does it
From your catalog to a readable one, in three steps.
Read your catalog
Catalog Genius ingests every fashion & apparel product you already have, with no re-platforming and no manual tagging.
Map and extract
Each product is matched to the Shopify Standard Product Taxonomy, and the attributes above are extracted and written to your metafields.
Search, assistant, off-site
AI Search, the assistant, and AI agents off your store all read those attributes, so the right product surfaces for the right query.
See how readable your fashion & apparel catalog is today.
Atomz for Fashion & Apparel, in short
Can Atomz handle size, fit, and occasion search?+
Yes. Fit, size, and occasion are structured attributes, so 'wide fit,' 'size 12,' or 'summer wedding' map to the right products instead of returning nothing.
Do I have to tag products by hand?+
No. Catalog Genius reads the products you already have and writes these attributes for you, mapped to the Shopify Standard Product Taxonomy and saved to your metafields. Manual tagging is the thing it removes.
Get started
See what an agent reads when it hits your store.
Drop your store URL for a free readability score, or add the app and Atomz starts making the catalog readable today.