Introduction
The trade-off we're examining today is whether PalmPay should invest in developing a loyalty program or improving its cross-border transfer capabilities. This decision is crucial for PalmPay's growth strategy and user retention efforts. I'll analyze both options, considering their potential impacts on user engagement, revenue, and market position. My response will cover clarifying questions, product understanding, hypothesis formation, metrics identification, experiment design, data analysis, and a final recommendation.
Analysis Approach
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and objectives of this decision. This will help me tailor my analysis to PalmPay's specific situation.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps understand the competitive landscape and urgency of the decision. Expected answer: PalmPay is a top-5 player with strong local presence but facing pressure from global entrants. Impact on approach: Would influence whether we prioritize user retention or expansion.
Why it matters: Helps quantify the potential impact of improving cross-border capabilities. Expected answer: Cross-border transfers account for 30% of revenue but are growing faster. Impact on approach: Higher cross-border revenue would strengthen the case for improving those capabilities.
Why it matters: Helps understand which user segments would be most affected by each option. Expected answer: 20% of users regularly use cross-border transfers, but they're high-value customers. Impact on approach: Would influence whether we focus on expanding services for existing users or attracting new ones.
Why it matters: Helps assess the feasibility and potential timeline for improving cross-border capabilities. Expected answer: Current system is moderately scalable but would require significant updates for major improvements. Impact on approach: Technical challenges could influence the timeline and resource allocation for the cross-border option.
Why it matters: Helps understand resource constraints and potential implementation timelines. Expected answer: Strong in-house payment expertise, but would need to hire for loyalty program development. Impact on approach: Could influence which option is more feasible in the short term.
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