Is it better for Ajaib to focus on acquiring new users or increasing engagement and trading frequency of existing users?

Introduction

The trade-off between focusing on acquiring new users or increasing engagement and trading frequency of existing users is a critical decision for Ajaib's growth strategy. This scenario involves balancing short-term user acquisition with long-term user 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: Based on Ajaib's position in the market, I'm thinking we might be in a growth phase. Could you share our current market share and growth rate compared to competitors?

Why it matters: Helps determine if aggressive user acquisition or user retention is more critical. Expected answer: Moderate market share with high growth rate. Impact on approach: Would lean towards user acquisition if growth is prioritized.

• Business Context: Considering our revenue model, I assume we earn from trading fees. Is this correct, and are there other significant revenue streams?

Why it matters: Aligns our strategy with the primary revenue drivers. Expected answer: Primarily trading fees, with some additional services. Impact on approach: Would focus on increasing trading frequency if it's the main revenue source.

• User Impact: I'm curious about our user segments. Can you provide an overview of our most valuable user segments and their current engagement levels?

Why it matters: Helps identify which user groups to target for increased engagement. Expected answer: Mix of high-value active traders and less frequent retail investors. Impact on approach: Would tailor strategies to specific user segments based on their value and current behavior.

• Technical: Regarding our platform's scalability, how well can our current infrastructure handle a significant increase in users or trading volume?

Why it matters: Ensures our technical capabilities align with our growth strategy. Expected answer: Robust infrastructure with room for growth. Impact on approach: Would influence the aggressiveness of our user acquisition or engagement campaigns.

• Resource: What's our current budget allocation between user acquisition and engagement initiatives?

Why it matters: Helps understand resource constraints and current priorities. Expected answer: 60% acquisition, 40% engagement. Impact on approach: Would inform how we might reallocate resources based on our strategy.