Metrics question
Pick your favorite product, and as the product manager, determine the daily dashboard you will need to run the product business.
- Metrics
- Easy
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 design a practical, day-to-day operating dashboard for a real product, balancing leading and lagging indicators.
How to approach it
- Pick a specific product you know well and state it, grounding the answer concretely rather than answering in the abstract.
- Group the dashboard into sections: acquisition (new users/signups that day), engagement (DAU, core action completion rate), monetization (daily revenue or conversions), and health/quality (error rates, support volume, churn signals).
- Pick one number per section rather than an overwhelming list, since a daily dashboard should be scannable in under a minute.
- Explain why each metric is a daily-relevant leading indicator, not a monthly lagging one, since the dashboard's purpose is to catch problems early.
- Note what triggers escalation: define a rough threshold or day-over-day change that would prompt you to dig deeper, not just observe passively.
What a strong answer includes
- Grounds the answer in one specific, named product rather than a generic template.
- Picks a small, prioritized set of metrics organized by category, not an unfiltered metrics dump.
- States what a concerning daily movement in each metric would look like, showing the dashboard is meant to drive action.
Common mistakes
- Listing too many metrics with no prioritization, defeating the purpose of a daily, scannable dashboard.
- Choosing only lagging/monthly metrics like total revenue that don't actually help run day-to-day decisions.
Likely follow-up questions
- Which single metric on this dashboard would you check first every morning?
- How would you avoid this dashboard just becoming background noise over time?
More metrics questions
- How do you define success for Yelp reviews?Google · Metrics · Medium
- Utilization went down by 45% on app XYZ in Italy for the month of August. Give a reason why and draft a plan to fix it.Spotify · Metrics · Medium
- You launched a new signup flow to encourage new users to add more profile information. A/B test results indicate that the % of people that added more information increased by 8%. However, 7 day retention decreased by 2%. What do you do?Google · Metrics · Hard
- Define the metrics for YouTube search.Google · Metrics · Medium
- You walk in to your office and find that Google cloud subscription has gone down by 20%. What do you do as a product manager?Google · Metrics · Medium
- What would be the top six metrics for WhatsApp? Now pick one from the six. Tell me three things you would do to improve that metric.Google · Metrics · Medium
More questions from Google
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 14: Get the job: the AI PM interview loop