Shopify CRO case study

Soul Dog Wines — Custom Shopify app & AI image workflow

A custom experience connecting Shopify, AI image generation, and personalized wine-label purchasing.

The problem

The brand needed a way for customers to generate dog portraits, connect them to product customization, and return the output directly into the buying journey.

The approach

Built a custom application layer connecting the Shopify storefront frontend with Gemini to generate personalized dog images and return those assets back into the site for label selection and purchase.

Role: Shopify developer · app integration · AI workflow development

The outcome

Turned personalized AI-generated artwork into a seamless commerce flow inside the storefront.

Capabilities: Shopify, Gemini, Custom app workflow, Frontend integration

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