Introduction
EDO's TV ad measurement service has experienced a 15% drop in client retention over the past quarter, signaling a critical issue that demands immediate attention. To address this problem, I'll employ a systematic framework to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product and business.
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 could directly impact client satisfaction and retention. Expected answer: Yes, we've made some algorithm adjustments. Impact on approach: If confirmed, we'd focus on the impact of these changes on client experience and results.
Why it matters: This helps identify if the issue is universal or segment-specific. Expected answer: The churn is higher among mid-sized clients in the retail sector. Impact on approach: We'd tailor our investigation and solutions to address segment-specific concerns.
Why it matters: External factors could be driving the retention drop. Expected answer: A competitor recently launched a new feature at a lower price point. Impact on approach: We'd need to assess our competitive positioning and value proposition.
Why it matters: This could indicate underlying technical or quality issues. Expected answer: There's been a 20% increase in tickets related to data discrepancies. Impact on approach: We'd prioritize investigating data quality and reporting systems.
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