Case Study
Refining recommendations
Designed and shipped a GenAI-powered preference elicitation system that captured 10× more user signals but revealed key UX insights about friction timing and integration.


Impact
Measurable results that demonstrate the effectiveness of our strategic approach and creative execution.
10×
User Signals Captured
-4%
Conversion impact
85%
Completion rate


