Introduction
The 30% decline in client satisfaction scores for Voices's custom audition service over the last quarter is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while 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 trends could explain temporary fluctuations. Expected answer: No significant seasonal patterns identified. Impact on approach: If seasonal, we'd focus on cyclical improvements.
Why it matters: Segmentation could reveal targeted issues. Expected answer: Decline is more pronounced among individual voice actors. Impact on approach: We'd prioritize improvements for the most affected segment.
Why it matters: Recent changes often correlate with satisfaction shifts. Expected answer: A new AI-powered matching algorithm was implemented. Impact on approach: We'd scrutinize the algorithm's performance and user reception.
Why it matters: Metric changes can create false perceptions of decline. Expected answer: No changes to the measurement system. Impact on approach: We'd focus on actual satisfaction issues rather than measurement discrepancies.
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