You have to resist the urge to just list every metric you know.
Start by clarifying the goal of Facebook Stories—whether it's driving engagement, monetization, or user retention—and then define success metrics aligned with Meta's business model. Structure your answer around a metrics framework that covers user acquisition, engagement, retention, and monetization, while considering the unique ephemeral nature of Stories. Finally, prioritize metrics and discuss trade-offs, emphasizing how you'd avoid vanity metrics.
Pro tip: Differentiate between leading and lagging indicators, and highlight the importance of measuring incremental value—e.g., how Stories drives additional engagement beyond Feed—to avoid double-counting and show strategic thinking.
Ask clarifying questions to understand whether the focus is on user growth, engagement, monetization, or ecosystem health. Confirm the time horizon and any constraints.
Identify metrics for acquisition (e.g., DAU/MAU), engagement (e.g., daily stories created/viewed, time spent), retention (e.g., 7-day retention of story creators/viewers), and monetization (e.g., ad revenue, ARPU).
Select the top 2-3 metrics that best indicate success, and propose specific targets or benchmarks (e.g., increase daily story creation by X%). Explain why these matter most.
Discuss potential negative impacts, such as cannibalization of Feed or user fatigue, and suggest guardrail metrics (e.g., overall time spent, user satisfaction) to monitor.
Describe how you'd track these metrics (e.g., A/B tests, dashboards) and how you'd iterate based on data, emphasizing a test-and-learn approach.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.