AI product data enrichment for Shopify stores

Enhance, standardize, and scale your Shopify product data with AI built for high-volume ecommerce catalogs.
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Trusted by leading global brands and Fortune 500 ecommerce teams

Import product data

Bring your Shopify catalog into Hypotenuse AI through direct integration.

Syncs Shopify titles, descriptions, variants, tags, categories, images, and metafields in bulk.

Surfaces incomplete or inconsistent attributes such as missing materials, unclear dimensions, or mismatched colors.

Normalizes raw data and prepares each SKU for enrichment across your preferred taxonomy and locales.

Enrich attributes with AI

Generate accurate, structured product attributes across your entire catalog.

Extracts attributes from PDFs, images, and external data sources such as brand sites and manufacturer pages, powered by our product data enrichment software.

Applies consistent naming conventions, attribute formats, and units of measurement.

Produces localized attribute sets for regions, languages, and channels where product data requirements differ.

Sync enriched data back to Shopify

Push enriched data into Shopify with clear controls and transparency.

Map each enriched attribute to Shopify fields, including metafields, variant fields, and custom structures.

Review and approve enrichment suggestions individually or in bulk before publishing.

Maintain ongoing sync so Shopify remains aligned with your catalog as products change.

Launch faster and boost product visibility with AI

Tagging and categorization

Automatically assigns accurate tags and categories by analyzing product text, images, and external sources. Ensures every SKU follows your taxonomy, improving navigation, filtering, and catalog structure across Shopify.

Product description generation

Creates structured, accurate descriptions aligned with your enriched attributes, brand guidelines, and locale requirements. Produces consistent PDP copy at scale without relying on incomplete or inconsistent source text.

Image editing and photography

Enhances product imagery with automated background removal, cleanup, and standardization. Ensures visuals remain consistent across your catalog and strengthens downstream enrichment when image details are a primary data source.

Launch faster and boost product visibility with AI

Tagging and categorization

Automatically assigns accurate tags and categories by analyzing product text, images, and external sources. Ensures every SKU follows your taxonomy, improving navigation, filtering, and catalog structure across Shopify.

Product description generation

Creates structured, accurate descriptions aligned with your enriched attributes, brand guidelines, and locale requirements. Produces consistent PDP copy at scale without relying on incomplete or inconsistent source text.

Image editing and photography

Enhances product imagery with automated background removal, cleanup, and standardization. Ensures visuals remain consistent across your catalog and strengthens downstream enrichment when image details are a primary data source.

Grow your Shopify store with optimized product data

Complete and consistent product data

Creates a fully structured attribute set for every SKU, eliminating gaps and inconsistencies so your catalog stays dependable across all categories and variants.

Accurate product information

Ensures materials, dimensions, fit details, and care instructions are correct and precise, giving shoppers clarity and reducing product information errors on PDPs.

Ready for every channel and locale

Delivers enriched attributes formatted for each region and channel, ensuring every product goes live with the right data everywhere you sell.

Frequently Asked Questions

What does product data enrichment do for a Shopify store?

It fills the gaps in your catalog. Hypotenuse AI finds missing attributes, corrects inconsistent values and standardizes how product information is written, so products are complete enough to be found, filtered and compared.

Where does the enriched data come from?

From your existing product data, supplier documents, product images and trusted web sources. Each enriched value records which source it came from, so you can trace any attribute back to where it was derived.

Will it overwrite product content we have already written?

Only where you allow it. You choose which fields Hypotenuse AI is allowed to write to, and nothing is pushed back to Shopify until it has been approved.

How many products can it enrich at once?

Hypotenuse AI is built for bulk work and runs across catalogs from a few thousand products to several million. Jobs run in the background, so you are not enriching products one at a time.

How accurate is the enriched data?

Every enriched value carries a confidence score, the reasoning behind it and the source it came from. Confidence thresholds are configurable per attribute, so low-confidence values route to a review queue while high-confidence values flow through automatically.

Can we try it on a few products first?

Yes. Teams usually start on a sample of products to check output against their attribute rules, then widen to the full catalog once the setup is right.

Bring AI enrichment to your Shopify catalog

Ensure every PDP in your Shopify store is complete, consistent, and accurate.
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