I went straight to engagement and kind of talked myself in circles.
Start by clarifying the goal of Facebook Stories—likely driving meaningful engagement and retention—then propose a single True North metric that captures the core value, such as 'Daily Active Story Creators' or 'Story Engagement Rate'. Justify your choice by linking it to user value and business impact, and briefly discuss how you'd guard against vanity metrics.
Pro tip: Acknowledge that True North metrics can evolve with product maturity; for Stories, focus on a metric that balances creation and consumption to avoid optimizing for one side at the expense of the other.
Ask clarifying questions to understand Facebook Stories' current objectives, such as increasing user engagement, retention, or monetization. This ensures your metric aligns with strategic priorities.
Determine what makes Stories valuable to users—likely ephemeral sharing and viewing—and how that translates into a measurable outcome like daily active creators or viewers.
Select a single metric that best captures the product's core value and predicts long-term success, such as 'Daily Active Story Creators' or 'Story Engagement Rate' (views per story). Explain why it's leading and actionable.
Mention complementary metrics (e.g., creation rate, view-through rate, retention) to provide a balanced view and guard against unintended consequences.
Discuss how you'd test the metric's correlation with business goals and adjust as the product evolves, emphasizing a data-driven approach.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.