Introduction
The recent 15% drop in daily active users for S&P Global's Capital IQ Pro platform over the past month is a significant concern that requires immediate attention and a thorough root cause analysis. This issue could have far-reaching implications for user retention, revenue, and overall product health. I'll approach this problem systematically, considering both internal and external factors that might contribute to this decline.
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: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal events noted. Impact on approach: If seasonal, we'd focus on cyclical user engagement strategies.
Why it matters: Helps pinpoint whether the issue is global or segment-specific. Expected answer: The decline is more significant among institutional investors. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.
Why it matters: Recent changes could directly impact user behavior. Expected answer: A new pricing tier was introduced last month. Impact on approach: We'd examine the correlation between the pricing change and user decline.
Why it matters: External competitive factors could be drawing users away. Expected answer: A major competitor launched a new analytics tool. Impact on approach: We'd need to assess our product's competitive positioning and value proposition.
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