Metrics question
You are working as PM of a social media app. You noticed that DAU of the app fell by 50%. How would you figure out what might have happned?
- Metrics
- Medium
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
Root cause diagnosis under a sudden, large metric drop, distinguishing measurement issues from real user behavior change.
How to approach it
- First rule out a measurement or tracking bug, since a 50 percent drop is often instrumentation error, not real behavior.
- Check the timing: sudden versus gradual, since sudden drops point to a technical or tracking cause.
- Segment the drop: uniform across iOS, Android, and web, or concentrated on one, pointing to a platform specific bug.
- Check for external causes: an app store outage, a third party login dependency down, or a competitor launch.
- Check for internal causes: a recent release, an A/B test gone wrong, or a notification policy change.
- Once the cause is isolated, define the fix and a recovery metric, like DAU returning to baseline within a set number of days.
What a strong answer includes
- Leads with ruling out a tracking bug, since real 50 percent single day DAU drops are rare and usually not organic.
- Segments systematically by platform and geography instead of guessing at causes.
- Ties the investigation to a timeline, correlating the drop with recent releases or external events.
- Gives an illustrative number, for example assuming the drop is isolated to iOS only, pointing to an app store issue.
Common mistakes
- Jumping straight to user behavior explanations before ruling out technical causes.
- Not segmenting the drop by platform, geography, or cohort before proposing a fix.
Likely follow-up questions
- What would you check first in the first hour after noticing the drop?
- How would you communicate this to leadership before you know the root cause?
More metrics questions
- How would you measure the success of Facebook Likes?Meta · Metrics · Medium
- Walmart's order return rate is increasing. As a product manager, what things would you look into to isolate the problem?Amazon · Metrics · Medium
- What metrics would you track if you were PM of Facebook Birthdays?Metrics · Medium
- 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
- Define the metrics for YouTube search.Google · Metrics · Medium
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