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Metafill: Product Attributes

Metafill: Product Attributes

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Audit your product catalog, get AI-powered category and attribute suggestions, apply changes in bulk, and undo any update with one click.

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  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot
  • Metafill: Product Attributes Screenshot

About the Metafill: Product Attributes

Metafill helps you audit your product catalog and fill in missing Shopify product categories and attributes like color, material, and size. The app scans your products, identifies incomplete data, and provides AI-powered suggestions based on Shopify's Standard Product Taxonomy. You can review confidence scores for each suggestion and apply changes in bulk to save time. Every change is tracked with old values, so you can undo any update with one click if needed. The app gives your catalog a completeness score and ensures your product data is ready for storefront filters, search functionality, and sales channel listings. Complete category metafields improve how customers find and filter products in your store.
Launched: October 7, 2026

Key features

  • Audit every product for missing category and attributes
  • AI suggestions limited to Shopify's official taxonomy values
  • Review table with confidence scores and bulk apply
  • One-click undo for every change
  • Completeness score for your whole catalog

Pricing of Metafill: Product Attributes

Pro

$9.99 / month

  • AI category and at
  • Bulk apply with one-click undo
  • Unlimited products
Install the App

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