Metrics question
Identify the reason notifications delivery is failing for your App.
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
Technical and analytical troubleshooting: isolating where in a notification pipeline delivery is breaking down.
How to approach it
- Confirm the scope: what percentage of notifications are failing, on which platform, and since when.
- Segment failures by stage: app server sending, push provider, like FCM or APNs, accepting, and device receiving.
- Segment by user attributes, such as OS version, app version, or region, to isolate a common factor.
- Check for recent changes, like an app update, permission change, or a third party push service outage.
- Prioritize the most likely root cause based on where the failure concentrates and propose a fix or rollback.
What a strong answer includes
- Breaks the pipeline into clear stages, send, provider accept, device receive, instead of treating it as one black box.
- Segments by app version or OS to catch a scenario like a recent update breaking permissions on one platform.
- Proposes a concrete next step, like checking push provider delivery logs, rather than a vague investigate more plan.
Common mistakes
- Treating notification failure as one undifferentiated problem instead of isolating the pipeline stage.
- Ignoring recent app or OS changes that commonly cause sudden delivery drops.
Likely follow-up questions
- How would you prioritize a fix if the issue only affects Android users?
- How would you monitor this to catch future failures faster?
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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