Is it better for Bukalapak to focus on acquiring new users or increasing the purchase frequency of existing customers?

Introduction

The trade-off between acquiring new users and increasing purchase frequency of existing customers is a critical decision for Bukalapak's growth strategy. This scenario involves balancing short-term user acquisition with long-term customer value optimization. I'll analyze this trade-off by examining key metrics, designing experiments, and providing a data-driven recommendation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking Bukalapak is facing growth challenges in a competitive e-commerce market. Could you share more about the current market position and primary growth obstacles?

Why it matters: Helps prioritize acquisition vs. retention based on market saturation Expected answer: Moderate market share, facing intense competition Impact on approach: Would influence balance between new user acquisition and existing user engagement

• Business Context: Based on the e-commerce model, I assume Bukalapak generates revenue through transaction fees. Is this correct, and are there other significant revenue streams?

Why it matters: Aligns strategy with primary revenue drivers Expected answer: Primarily transaction fees, with additional revenue from ads and premium services Impact on approach: Would help determine if focus should be on transaction volume or high-value customers

• User Impact: I'm thinking there might be distinct user segments with varying purchase behaviors. Can you provide insights into the current user base segmentation?

Why it matters: Tailors strategies to specific user groups Expected answer: Mix of occasional buyers, regular shoppers, and power users Impact on approach: Would inform targeted retention strategies for high-value segments

• Technical: Considering the platform's scalability, are there any technical limitations to supporting a rapid increase in new users or transaction volume?

Why it matters: Ensures technical feasibility of growth strategies Expected answer: Current infrastructure can handle moderate growth, may need upgrades for significant scaling Impact on approach: Would influence the pace and scale of user acquisition efforts

• Resource: I'm assuming there's a dedicated growth team. What's the current allocation of resources between user acquisition and retention efforts?

Why it matters: Determines feasibility of shifting focus Expected answer: 60% acquisition, 40% retention Impact on approach: Would inform resource reallocation recommendations