Introduction
AutoNation's Express Service has experienced a 15% drop in customer satisfaction scores over the past quarter, signaling a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause of this decline, considering both short-term fixes and long-term strategic implications.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal variations could explain the drop and influence our approach. Expected answer: Yes, it's been compared and the drop is still significant. Impact on approach: If seasonal, we'd focus on year-over-year trends rather than quarter-over-quarter.
Why it matters: Localized issues might require different solutions than company-wide problems. Expected answer: The drop varies by region, with some areas more affected than others. Impact on approach: We'd prioritize investigating the most affected regions first.
Why it matters: Changes in service or pricing could directly impact customer satisfaction. Expected answer: A new pricing structure was implemented two months ago. Impact on approach: We'd focus on analyzing the impact of the pricing change on customer perception.
Why it matters: Changes in measurement could artificially affect the scores without reflecting true customer sentiment. Expected answer: No changes to the measurement process have been made. Impact on approach: We'd focus on actual changes in customer experience rather than measurement artifacts.
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