Product design question
How would you map the ocean?
- Product design
- Hard
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
Ability to scope an ambiguous, technically hard, non-consumer product problem.
How to approach it
- Confirm whether 'mapping' means bathymetric seafloor depth or surface and ecosystem mapping.
- State the chosen interpretation: bathymetric mapping, the common reading of 'mapping the ocean'.
- Identify who needs this data: shipping companies, researchers, and telecom cable layers.
- Propose combining satellite altimetry for rough global coverage with sonar from ships and autonomous underwater vehicles for detail.
- Prioritize shipping lanes and coastal areas first, since they have the highest commercial value.
- Define success as percent of the ocean floor mapped at a usable resolution.
What a strong answer includes
- States the chosen interpretation explicitly instead of guessing silently.
- Names real methods, satellite altimetry, sonar, and AUVs, rather than vague 'use sensors'.
- Prioritizes by commercial and safety value instead of mapping uniformly.
- Gives an illustrative baseline, e.g. notes only a small fraction of the seafloor is mapped at high resolution today.
Common mistakes
- Not clarifying which kind of 'mapping' is meant and going in the wrong direction.
- Ignoring cost and feasibility, proposing full high-resolution coverage of the whole ocean at once.
Likely follow-up questions
- Who would be your first customer for this data and why?
- How would you validate the accuracy of AUV-collected sonar data?
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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