I jumped straight to feature ideas and had to walk it back when I realized I hadn't segmented users at all.
Start by clarifying the app's purpose and target users, then define retention metrics and identify key drop-off points. Use a structured framework to diagnose root causes and prioritize high-impact improvements, balancing quick wins with long-term strategic bets.
Pro tip: Anchor your answer in Adobe's ecosystem—show how Scan can drive retention by integrating with Document Cloud and Creative Cloud, creating switching costs and network effects.
Ask clarifying questions about the app's goals, target users (e.g., students, professionals), and current retention metrics. Segment users by behavior or use case to tailor improvements.
Identify key retention metrics such as D1/D7/D30 retention, churn rate, and frequency of use. Establish a baseline and set improvement targets.
Map the user journey and pinpoint where users drop off. Hypothesize root causes (e.g., poor onboarding, lack of value, technical issues) and validate with data or user research.
Brainstorm improvements across onboarding, core features, engagement loops, and ecosystem integration. Prioritize using impact/effort or RICE framework.
Define success metrics for each initiative, run A/B tests, and iterate based on results. Consider long-term retention strategies like personalization and community.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.