Product design question
Design an app for museums.
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
Basic product design fundamentals: picking a user and pain point, then designing a focused solution with a success metric.
How to approach it
- Pick a specific user, like a first-time visitor unfamiliar with the museum's layout, rather than 'museum visitors' broadly.
- Identify their pain point: not knowing what to prioritize seeing in limited time, and missing context on exhibits.
- Propose a focused feature: a personalized, time-boxed tour generator based on interests and available time, with context via geolocation or QR codes.
- Consider institutional value: ticketing integration, membership upsell, or gift-shop cross-promotion.
- Define success as percent of visitors completing a generated tour, or average dwell time per exhibit.
What a strong answer includes
- Narrows to one specific user and moment, a time-boxed first visit, rather than a generic museum app.
- Ties the feature to a measurable visitor-experience outcome, not just novelty.
- Considers the museum's business side alongside the visitor experience.
Common mistakes
- Designing a generic info app with no prioritization or personalization, missing the pain point of limited time.
- No success metric, leaving the design unfalsifiable.
Likely follow-up questions
- How would this work for a visitor with no smartphone or poor connectivity inside the building?
- How would you personalize the tour without requiring a lengthy setup?
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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