Introduction
For Indigo's loyalty program, we're facing a trade-off between offering more personalized rewards to drive engagement or simplifying the structure to improve ease of use and redemption rates. This decision is crucial for the program's success and customer satisfaction. I'll analyze this trade-off by examining the current program, potential impacts, key metrics, and experimental approaches to make an informed recommendation.
Analysis Approach
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and objectives before diving into the analysis.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps prioritize the importance of the loyalty program in our overall strategy Expected answer: Retention rates have been declining slightly Impact on approach: Would emphasize the need for a more engaging program
Why it matters: Balances program effectiveness with financial sustainability Expected answer: The program costs about 2-3% of revenue Impact on approach: Would influence the level of rewards we can offer
Why it matters: Indicates the program's current effectiveness and user engagement Expected answer: Redemption rates are around 60-70% Impact on approach: Low rates would lean towards simplification, high rates towards personalization
Why it matters: Determines the extent of personalization we can realistically implement Expected answer: We have basic segmentation but limited individual-level data Impact on approach: Would influence the degree of personalization we can consider
Why it matters: Helps prioritize short-term vs. long-term solutions Expected answer: We're aiming to revamp the program for the holiday season Impact on approach: Would affect the complexity of changes we can implement
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