I jumped straight to engagement metrics and kind of regretted it.
Start by clarifying Instagram Live's strategic role within Meta's ecosystem, then define success across user, creator, and business dimensions. Propose a north star metric with supporting metrics, and explain how you'd measure them with guardrails and trade-offs.
Pro tip: Anchor your metrics to Instagram Live's unique value proposition—ephemeral, real-time connection—and show how it complements other Meta products rather than cannibalizing them. Mention that you'd validate metrics with qualitative research and A/B tests to avoid vanity metrics.
Ask clarifying questions to understand Instagram Live's strategic priorities (e.g., increase engagement, creator monetization, or time spent) and its target users. This ensures your metrics align with business objectives.
Break down success into key dimensions: user engagement (viewers and broadcasters), creator success (monetization, growth), and platform health (retention, safety). This provides a holistic view.
Select a north star metric that captures core value, such as 'weekly active live broadcasters' or 'total live watch time.' Then list supporting metrics like average viewers per stream, chat messages per viewer, and creator earnings.
Explain how you'd track metrics (dashboards, cohorts) and validate them through experiments (A/B tests) and qualitative feedback. Include guardrail metrics to monitor unintended consequences.
Discuss potential trade-offs (e.g., quantity vs. quality of streams) and how you'd prioritize. Emphasize continuous iteration based on data and user feedback.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.