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.

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Impact

Measurable results that demonstrate the effectiveness of our strategic approach and creative execution.

10×

User Signals Captured

-4%

Conversion impact

85%

Completion rate

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