RESEARCH / HEALTHAI QUEST
Personalization needs
a foundation of trust.
Exploring motivation, trust, and behavior around AI-powered fitness to inform a gamified health app concept.
01 / THE QUESTION
What makes an AI fitness tool worth using?
The study explored how personalization, social interaction, and trust shape interest in AI-powered fitness. The goal was to inform a health app concept grounded in people’s motivations and concerns.
02 / THE APPROACH
Pair personal stories with broader patterns.
Five in-depth interviews and 87 validated survey responses combined qualitative insight with quantitative analysis. The research also used analogous inspiration to explore possibilities for a gamified health experience.
03 / THE FINDING
Useful recommendations are only part of the experience.
In the survey, 74.7% wanted personalized AI. Personalization and social interaction were associated with adoption interest, while privacy and data security concerns were reported by 47%. These findings made trust a central design consideration alongside motivation and tailored support.
DESIGN IMPLICATION
Design for the confidence to participate, as well as the motivation to begin.
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