Wife Supply Co — AI Gifting Platform, Concept to Launch
Custom AI gift-matching engine paired with a non-template commerce front end and a brand-engineered design system, deployed end-to-end.
A concept, a thesis, no platform.
Wife Supply Co began as a concept: a gifting platform that uses AI to synthesize personalized recommendations from partner preferences. The premise required an AI recommendation engine that could actually understand input variables and translate them into specific products — not a generic filter UI dressed up to look smart.
There was no commerce stack, no brand identity, no design system, and no recommendation logic in place. The build had to deliver all of it together as a coherent product.
An AI recommendation engine, a custom commerce front end, and a brand to carry it.
Preisser Solutions built a custom AI gift-matching engine that analyzes input preferences and generates personalized gift recommendations. The platform is not a Shopify theme — the entire commerce front end is custom, with conversion-optimized funnels engineered into the path from input to checkout.
A brand-engineered design system holds the experience together. Typography, color, motion, and component patterns were designed for the product rather than pulled from a template library.
What the platform is built from.
Custom AI recommendation engine that analyzes partner preferences
Custom (non-Shopify) commerce front end — fully owned codebase
Conversion-optimized purchase funnels designed into the architecture
Brand-engineered design system covering typography, color, motion, and components
End-to-end build from concept through deployment
Personalized recommendation surface adapts to input variables per session
AI gift-matching engine
- Input preference intake per session
- Synthesis of personalized recommendations from analyzed inputs
- Adaptable framework — extensible to additional input categories
Commerce surface
- Non-template commerce front end (no Shopify)
- Funnels engineered for conversion from recommendation to checkout
- Brand-engineered visual system applied across every surface
Outcomes the engagement actually produced.
A custom AI gift-matching engine is in place — analyzing inputs and generating personalized recommendations.
The full commerce front end is custom-built (not Shopify, not a template), giving full control over the funnel architecture.
Typography, color, motion, and component patterns were designed for the product — not pulled from a library.
Engine, commerce, and brand were delivered as one engagement — from initial concept through public-facing deployment.
Related case studies
The Iron and Oak Podcast
134 pre-rendered pages, full cinematic media brand
Cassidy HVAC — AI Marketing Engine
5x organic reach in 30 days, agency replaced
Cassidy HVAC — Customer Reactivation
60%+ dormant customer reactivation in 6 weeks
Have a product concept that needs an AI engine and a brand to carry it?
Preisser Solutions builds custom AI products end-to-end — engine, commerce, and brand together. Scoping begins with a conversation about your thesis and your audience.