Introduction
The trade-off between focusing on acquiring new customers or increasing loan amounts for existing clients is a critical decision for Lulalend. This scenario involves balancing growth strategies in the fintech lending space. I'll analyze this trade-off by examining the business context, user impact, technical feasibility, and resource allocation.
I'd like to start by asking a few clarifying questions to ensure we're aligned on the key aspects of this trade-off. Then, I'll walk you through my analysis framework, covering product understanding, hypothesis formation, metrics identification, experiment design, and ultimately, a recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps determine if we need to focus on market expansion or customer retention Expected answer: Moderate market share with room for growth Impact on approach: Higher market share would shift focus towards increasing loan amounts
Why it matters: Indicates which customer segment is currently more profitable Expected answer: Higher revenue from existing customers Impact on approach: If new customers are more profitable, it could justify focusing on acquisition
Why it matters: Indicates potential for increasing loan amounts with existing customers Expected answer: Moderate retention rate with gradual increase in loan amounts Impact on approach: High retention and loan amount growth would favor focusing on existing customers
Why it matters: Assesses feasibility and resource requirements for each option Expected answer: Both are feasible but require different resource allocations Impact on approach: Easier implementation for one option could influence the decision
Why it matters: Determines organizational impact and potential implementation challenges Expected answer: Some specialization exists, but reallocation would be needed Impact on approach: Significant reallocation needs could influence timeline and strategy
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