Product design question
Design a smart shoe.
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
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What this question tests
Product sense for a hardware adjacent product: picking a specific user and use case rather than listing every possible sensor.
How to approach it
- Pick a specific target user and use case, runners tracking form to prevent injury, rather than a generic smart shoe for everyone.
- Identify the core pain point, runners often do not know their gait or impact patterns contribute to injury until it is too late.
- Propose the core feature, embedded pressure sensors tracking foot strike pattern and pace, synced to an app with injury risk alerts.
- Consider constraints, battery life, cost versus a normal running shoe, and durability under repeated impact and sweat exposure.
- Define success metrics, active weekly runners using the insights and, ideally, a measurable reduction in self reported injuries.
What a strong answer includes
- Picks a specific, differentiated use case, injury prevention through gait analysis, rather than duplicating step counting.
- Names concrete hardware trade offs, battery life versus sensor sampling rate, and cost premium over a standard shoe.
- Sets a meaningful outcome metric, self reported injury rate reduction over a running season, not just app opens.
Common mistakes
- Listing every imaginable sensor with no clear primary use case.
- Ignoring hardware constraints like battery life, cost, and durability.
- No outcome metric beyond generic app engagement.
Likely follow-up questions
- How would you validate the gait analysis algorithm is actually accurate?
- How would you price this against a normal premium running shoe?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop