Metrics question
What metrics would you look at as a product manager for Instagram ads?
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
Metric tree for an advertising product balancing advertiser value, user experience, and revenue.
How to approach it
- State the three stakeholders, advertisers wanting conversions and ROI, users wanting relevant, non intrusive ads, and the platform wanting sustainable revenue.
- Define advertiser facing metrics, click through rate, conversion rate, and return on ad spend, since advertiser retention depends on these.
- Define revenue metrics, total ad revenue and revenue per thousand impressions, reflecting the direct business outcome.
- Define user experience guardrails, ad relevance score or negative feedback rate, since a poor ad experience risks lower overall platform engagement.
- Balance all three together, not maximizing revenue per impression if it comes with rising negative feedback rate, which threatens long term user trust.
What a strong answer includes
- Structures metrics by stakeholder explicitly, advertiser ROI, platform revenue, and user experience, showing this is a three way balance, not a single number problem.
- Names specific advertiser metrics, click through and return on ad spend, that directly determine whether advertisers keep spending.
- Includes a concrete user guardrail, negative feedback or hide ad rate, catching monetization tactics that hurt long term platform health.
Common mistakes
- Focusing only on the platform's revenue metrics and ignoring advertiser side success measures like conversion or ROI.
- No user experience guardrail against ad overload or irrelevance.
- Treating this as a single metric problem instead of balancing multiple stakeholders.
Likely follow-up questions
- How would you decide the right ad load per session to balance revenue and user experience?
- Which metric would you prioritize if advertiser ROI and user satisfaction moved in opposite directions?
More metrics questions
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- 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 are the PM of Instagram app. The MAU has been constant but DAU has declined. What will you do?Meta · Metrics · Medium
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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