For Evidation Health's Achievement program, how can we balance offering higher rewards to increase user engagement versus maintaining profitability?

Introduction

Balancing higher rewards to increase user engagement with maintaining profitability for Evidation Health's Achievement program presents a classic product trade-off. This scenario involves weighing short-term user growth against long-term financial sustainability. I'll analyze this trade-off by examining the product ecosystem, identifying key metrics, designing experiments, and proposing a decision framework.

Step 1

Clarifying Questions (3 minutes)

• Based on the current user engagement levels, I'm thinking we might be seeing a plateau in active users. Could you share some insights on our recent user engagement trends?

Why it matters: Helps understand the urgency of increasing rewards Expected answer: Slight decline in daily active users over the past quarter Impact on approach: Would prioritize short-term engagement boost strategies

• Considering our revenue model, I assume we generate income through data monetization or partnerships. How does increased user engagement typically translate to revenue?

Why it matters: Clarifies the direct link between engagement and profitability Expected answer: Higher engagement leads to more valuable data and partner opportunities Impact on approach: Would focus on balancing engagement increase with data quality

• Looking at our user segments, I'm curious about the distribution of power users versus casual users. Can you provide a breakdown of our user base by engagement level?

Why it matters: Helps target reward increases more effectively Expected answer: 20% power users, 50% regular users, 30% casual users Impact on approach: Would consider tiered reward structures based on user segments

• Regarding our technical capabilities, I'm wondering about our ability to implement dynamic reward systems. How flexible is our current reward infrastructure?

Why it matters: Determines the feasibility of more complex reward strategies Expected answer: Moderately flexible, can implement tiered rewards but not real-time adjustments Impact on approach: Would design solutions within current technical constraints

• Considering our financial resources, what's our current budget allocation for user rewards as a percentage of revenue?

Why it matters: Establishes the financial constraints for increasing rewards Expected answer: Currently 15% of revenue allocated to rewards Impact on approach: Would explore options to optimize reward spending within this budget