Attribute Extraction

Structured attributes, read from the photo.

Fabric, neckline, sleeve length, fit, pattern, occasion, season. Pixigen reads the structured data every product page and filter needs directly from the product image — no spreadsheet, no guesswork.

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Close-up of emerald satin fabric showing its sheen and drape
Close-up of a V-neckline on an emerald dress form
Close-up of a green and white floral print

What Pixigen extracts

A category-aware vocabulary: a dress is described differently from a saree, and both differently from a handbag.

  • Base colour
  • Secondary colour
  • Fabric
  • Material
  • Print or pattern
  • Pattern colour
  • Neckline
  • Sleeve length
  • Sleeve styling
  • Fit
  • Length
  • Waist rise
  • Closure
  • Back style
  • Design details
  • Functional features
  • Occasion
  • Season
  • Style
  • Size type
  • Sustainability
  • Audience

Where structured attributes pay off

Storefront filters

Shoppers filter by sleeve, length and fabric. Missing attributes mean products that never appear in a filtered view.

Search and AI answers

Search engines and AI assistants match queries like "linen shirt with a mandarin collar" to products that state those facts.

Shopify metafields

Attributes sync to Shopify as structured metafields your theme can display, not as text buried in a description.

Marketplace feeds

Export to CSV, mapped to your platform's column names.

Category-aware, not one-size-fits-all

Pixigen first detects what a product is — from 24 fashion and wearable categories, including sarees, lehenga sets, kurtas and salwar suits — and then applies the attribute set that category needs.

Every value is editable before and after publishing, so your merchandising team keeps the final word.

Navy paisley print blouse with white tailored trousers on a model in a gallery

Frequently asked questions

How many attributes does Pixigen extract?

Between 12 and 24 attribute fields per product, depending on the category — dresses and tops have the most, watches and bags fewer. Many fields can hold more than one value.

Can attributes appear on my Shopify storefront?

Yes. They sync as metafields, and a single setting controls whether your theme can read them.

Can I edit the extracted attributes?

Yes. Every value is editable in the studio before and after publishing.

Every product deserves a proper page.

Start with five products free. See what a finished listing looks like — on-model images, attributes, copy and SEO — before you pay anything.

Start FreeNo card required · 5 products free