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Product Management Root Cause Analysis Question: Investigating decline in daily active users for financial data platform
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Nextsprints

Updated Jan 22, 2025

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Why has S&P Global's Capital IQ Pro platform seen a 15% drop in daily active users over the past month?

Data Analysis Problem Solving Strategic Thinking Financial Services Data Analytics FinTech
User Retention Data Analytics Root Cause Analysis Financial Platforms S&P Global

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)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular financial reporting period or market event?

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.

  • Considering user segments, I'm curious about the distribution of this decline. Is the 15% drop uniform across all user types, or is it more pronounced in specific segments?

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.

  • Regarding recent changes, have there been any notable updates to the platform's features, UI, or pricing structure in the past 1-2 months?

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.

  • Thinking about competitive landscape, has there been any significant movement from competitors recently, such as new feature launches or aggressive marketing campaigns?

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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