I went straight to acquisition and kind of forgot to talk about retention, which in hindsight was a pretty big miss.
Start by clarifying what 'user growth' means for Twitter (e.g., new user acquisition, activation, retention, or resurrection) and which segment to prioritize. Then structure your answer around a specific user segment and funnel stage, using metrics to identify the biggest opportunity and proposing a focused, testable solution. Close by defining success metrics and potential risks.
Pro tip: Anchor your answer in Twitter's unique value proposition—real-time public conversation—and show how your idea strengthens that core loop rather than copying features from other platforms. Also, acknowledge trade-offs (e.g., growth vs. user experience) to demonstrate product maturity.
Ask clarifying questions to define 'user growth' (e.g., DAU, sign-ups, retention) and identify the target user segment (e.g., new users, casual users, creators). This ensures your answer is focused and relevant.
Map Twitter's user journey (acquisition, activation, retention, referral, resurrection) and identify where the biggest drop-offs occur using hypothetical or known metrics. Prioritize the stage with the highest impact potential.
For the prioritized stage, hypothesize why users drop off (e.g., confusing onboarding, lack of relevant content) and what underlying needs are unmet. Use user research or data to support your hypotheses.
Brainstorm potential features or initiatives to address the root cause, then prioritize based on impact, effort, and alignment with Twitter's strengths. Choose one idea to detail.
Specify how you would measure success (e.g., activation rate, retention) and outline a quick experiment (A/B test) to validate the solution. Mention potential risks and mitigation.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.