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Product Management Root Cause Analysis Question: Investigating Adobe Photoshop's sudden active user decline

Asked at Adobe

12 mins

Why has the number of active users for Adobe Photoshop dropped by 15% over the past month?

Data Analysis Problem-Solving Strategic Thinking Software Creative Tools SaaS
User Engagement Root Cause Analysis Competitive Analysis Software Updates Adobe

Introduction

The sudden 15% drop in active users for Adobe Photoshop over the past month is a critical issue that demands immediate attention. As we delve into this product root cause analysis, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the 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 time of year or event?

Why it matters: Seasonal trends could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'd investigate other factors.

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

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Decline is more significant among casual users. Impact on approach: Would tailor solutions to address needs of most affected segments.

  • Thinking about recent changes, have there been any major updates or feature releases for Photoshop in the past 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: A new UI update was rolled out. Impact on approach: Would focus on usability and adoption of new features.

  • Regarding competitive landscape, has there been any significant movement from competitors or new entrants in the market recently?

Why it matters: External market forces could be drawing users away. Expected answer: A new AI-powered editing tool has gained traction. Impact on approach: Would assess Photoshop's value proposition and feature set.

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