Introduction
CarMax's 7-Day Money Back Guarantee has experienced a 15% decrease in customer utilization over the past quarter, raising concerns about the effectiveness of this key product feature. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the business.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps distinguish between cyclical trends and genuine problems. Expected answer: No significant seasonal pattern observed. Impact on approach: If seasonal, we'd focus on year-over-year comparisons instead of quarter-over-quarter.
Why it matters: Changes in policy or messaging could directly impact utilization. Expected answer: No recent changes to the policy or its communication. Impact on approach: If changes occurred, we'd analyze their specific impact on customer perception and behavior.
Why it matters: Helps identify if the issue is widespread or specific to certain customer segments. Expected answer: The decrease is more significant among first-time car buyers. Impact on approach: We'd focus on understanding the unique needs and concerns of first-time buyers.
Why it matters: External factors could be influencing customer behavior. Expected answer: One competitor introduced a 10-day guarantee last month. Impact on approach: We'd analyze the impact of competitive offerings on customer expectations and decision-making.
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