Introduction
Cover Genius's e-commerce warranty protection has seen a significant drop in customer satisfaction, from 4.5 to 3.8 stars, over the past 60 days. This decline is concerning and requires immediate attention. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes often correlate with shifts in customer satisfaction. Expected answer: Yes, there was a major update to the claims process. Impact on approach: If confirmed, I'd focus on analyzing the specific changes and their impact.
Why it matters: Changes in review volume or sources can skew results. Expected answer: The review volume has remained consistent. Impact on approach: If consistent, I'd focus more on product-related issues rather than data collection anomalies.
Why it matters: Seasonal factors can significantly impact e-commerce metrics. Expected answer: The period includes the holiday shopping season. Impact on approach: If seasonal, I'd compare year-over-year data and adjust for seasonal variations.
Why it matters: Technical issues can directly impact customer satisfaction. Expected answer: There have been intermittent issues with the claim processing system. Impact on approach: If confirmed, I'd prioritize technical root cause analysis and system stability improvements.
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