Introduction
The trade-off between expanding Membership Rewards partners and improving point redemption rates for existing partners is a critical decision for American Express. This scenario involves balancing growth through new partnerships against enhancing value for current users. I'll analyze this trade-off by examining the product ecosystem, potential impacts, and key metrics, then design an experiment to inform our decision.
Analysis Approach
I'd like to outline my approach to ensure we're aligned on the analysis structure and key areas of focus.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps identify if partner expansion or improved redemption rates would better address retention issues. Expected answer: Moderate churn among infrequent point redeemers. Impact on approach: Would prioritize improving redemption rates if churn is high among this group.
Why it matters: Determines the financial implications of expanding vs. deepening partnerships. Expected answer: Varied fee structures based on partner size and industry. Impact on approach: Would influence the type of partners we target for expansion or rate improvements.
Why it matters: Indicates whether we need to focus on activation or value enhancement. Expected answer: 60% active redeemers, average value of $X per redemption. Impact on approach: Low activity would suggest prioritizing partner expansion for more options.
Why it matters: Assesses feasibility of rapid expansion vs. optimization. Expected answer: Moderately scalable with some limitations. Impact on approach: Technical constraints might favor improving existing partnerships first.
Why it matters: Determines the feasibility of each option given our current team structure. Expected answer: Limited capacity for new partner onboarding, more flexibility for negotiations. Impact on approach: Resource constraints could favor focusing on existing partnerships.
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