Product design question
Design an app for a gym.
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What this question tests
Tests scoped product design for a fitness app, requiring a specific segment and pain point rather than a generic fitness-tracker answer.
How to approach it
- Segment on gym-goers who join with intent but struggle with consistency, since that's the largest addressable pain point, not elite athletes.
- Identify the pain point: motivation drops after the first month, and workout planning feels like a chore without guidance.
- Design a core loop: a simple guided workout plan adjusted weekly based on logged performance, plus a streak and light social accountability with gym friends.
- Add a check-in feature using phone location or gym wifi to auto-log attendance, reducing manual logging friction.
- Define success as 30 and 90-day active-user retention, and average workouts logged per week compared to a self-reported baseline.
What a strong answer includes
- Targets the largest real segment, inconsistent gym-goers, rather than power users who already have their own system.
- Reduces logging friction with auto check-in, addressing a common reason fitness apps get abandoned.
- Picks longer-horizon retention as the success metric, the true test of a habit-forming fitness product.
Common mistakes
- Designing for elite athletes or power users instead of the much larger inconsistent-gym-goer segment.
- Measuring only downloads or day-one activation instead of longer-term habit retention.
Likely follow-up questions
- How would you personalize workout plans without requiring heavy manual input?
- How would you handle privacy concerns around location-based check-ins?
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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