How we give thousands of vendor products their own content and images with AI
Jewelry vendors send every retailer the same photos and descriptions. We built an AI pipeline that pulls products from vendor APIs and gives each one unique imagery and copy, then syncs live inventory and email automation.
- Client
- Marc Robinson, M Robinson and Treasures
- Where
- Three jewelry retailers
- Website
- Private

The challenge
What needed to change
When a hundred stores sell the same ring with the same description, search engines and shoppers have no reason to pick yours. Writing unique content for thousands of products by hand is not realistic.
What we did
How we built it
- 01
Vendor API integration
Products, prices and attributes pulled automatically from multiple jewelry vendors into Shopify.
- 02
AI image generation
Pipelines that produce on-brand lifestyle and detail images for each product, reviewed before publishing.
- 03
AI content generation
Unique titles, descriptions and specs for every product, written for buyers and search, not copied from the vendor.
- 04
Live inventory with Edge
Edge integration keeps stock and availability accurate across the catalog.
- 05
Klaviyo automation
Browse, cart and post-purchase flows that turn the new content into email revenue.
Where it stands
Results
- Running on all three jewelry stores
- 4,000+ products enriched on the largest catalog
- Vendor duplicate content replaced with unique pages
Tools and platforms
- Shopify
- Vendor APIs
- AI image generation
- AI content generation
- Edge
- Klaviyo
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