Introduction
The trade-off between prioritizing new feature development or bug fixes to improve overall user satisfaction is a critical decision for Niantic. This scenario involves balancing innovation with product stability, directly impacting user experience and retention. I'll analyze this trade-off by examining the product context, identifying key metrics, designing experiments, and providing a data-driven recommendation.
Analysis Approach
I'd like to outline my approach to ensure we're aligned on the key areas I'll cover in my analysis.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps understand the urgency of bug fixes vs. new features Expected answer: Slight decline in daily active users Impact on approach: Would prioritize addressing critical bugs first
Why it matters: Aligns product decisions with business objectives Expected answer: New features have shown mixed results in driving purchases Impact on approach: Would suggest a balanced approach, fixing bugs that affect monetization while developing carefully selected new features
Why it matters: Helps prioritize efforts based on user segment value Expected answer: Core players more affected by bugs, casual players want new features Impact on approach: Would recommend segmented strategy addressing both groups
Why it matters: Assesses feasibility of shifting resources Expected answer: 30% maintenance, 70% new development Impact on approach: Would suggest gradually increasing maintenance allocation if needed
Why it matters: Helps balance short-term fixes with long-term improvements Expected answer: 2-3 months for major features, 2-3 weeks for critical bugs Impact on approach: Would recommend a phased approach, addressing critical bugs while planning longer-term feature development
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