Product design question
Imagine there is new tech that can sense your mood automatically. What do you build with it?
- 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.
Start a mock interview on this question · Mock interview from a job description
What this question tests
Creative product ideation grounded in a plausible use case, with attention to privacy and ethical risk.
How to approach it
- Define a specific application: a wellbeing companion that detects stress patterns and suggests timely breaks or coping techniques.
- Identify the target user: someone managing chronic stress or burnout who wants proactive, not reactive, support.
- Prioritize one clear use case over a scattershot list of mood-based features, since mood data is sensitive and needs a focused, trustworthy application.
- Design the core loop: passive mood sensing, a gentle in-the-moment nudge, and a weekly pattern summary to build self-awareness over time.
- Address ethical risk directly: strict opt-in consent, on-device processing where possible, and no use of mood data for advertising.
- Define success metrics: user-reported stress reduction and sustained opt-in retention, not just raw engagement.
What a strong answer includes
- Picks one grounded use case, workplace stress management, instead of a vague list of 'mood-based features.'
- Explicitly rules out advertising use of mood data, showing awareness of the technology's serious privacy risk.
- Gives an illustrative metric, e.g. 60% of users still opted in after 90 days, marked as a trust signal worth tracking.
- Proposes on-device processing as a concrete privacy-preserving design choice, not just a policy statement.
Common mistakes
- Listing many unfocused use cases instead of committing to one well-reasoned application.
- Ignoring the serious privacy and consent implications of automated mood detection.
Likely follow-up questions
- How would you handle false positives in mood detection?
- What guardrails would you put in place to prevent misuse of this data?
More product design questions
- Design a TV for a car.Google · Product design · Hard
- Design a refrigerator for the blind.Google · Product design · Hard
- How do you design a camera for the elderly?Google · Product design · Medium
- Redesign Twitter for eCommerce.Shopify · Product design · Hard
- How would you go about designing a new location sharing app for Google?Google · Product design · Medium
- How would you improve Google Home?Google · Product design · Easy
More questions from Google
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