Introduction
The declining renewal rate for CB Insights's Enterprise plan subscriptions this quarter is a critical issue that demands immediate attention. As we delve into this product root cause analysis, we'll systematically examine potential factors contributing to this decline, generate data-driven hypotheses, and develop a comprehensive plan to address the issue.
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 patterns and genuine problems. Expected answer: No, this decline is unusual for Q4. Impact on approach: If seasonal, we'd focus on year-over-year comparisons; if not, we'd investigate recent changes.
Why it matters: Identifies whether the issue is global or specific to certain segments. Expected answer: The decline is more pronounced in mid-sized tech companies. Impact on approach: We'd focus our investigation on factors specific to this segment.
Why it matters: Could reveal if product changes are driving the decline. Expected answer: A new pricing tier was introduced for larger enterprises. Impact on approach: We'd examine the impact of this change on customer perception and value.
Why it matters: External factors could be influencing customer decisions. Expected answer: A major competitor launched a similar product at a lower price point. Impact on approach: We'd need to assess our competitive positioning and value proposition.
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