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Company focus: Medium

You are PM of Medium and you notice some fluctuations in % of active users. After 3 weeks of monitoring, you notice one morning that the % of active users drop by 35%. What would you do to figure out the drop and how will you restore it?

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15 mins
Data Analysis Problem Solving Strategic Thinking Digital Publishing Social Media Content Platforms
User Engagement Metrics Analysis Root Cause Analysis Content Strategy Platform Performance
Product Management Root Cause Analysis Question: Investigating sudden drop in Medium's active users

Introduction

As the PM of Medium, a sudden 35% drop in active users over three weeks is a critical issue that demands immediate attention. This significant decline could have far-reaching implications for our platform's health, user engagement, and overall business performance. I'll approach this problem systematically, focusing on identifying the root cause, validating our hypotheses, and developing both short-term fixes and long-term strategies to restore and improve our active user base.

Framework overview

This analysis will follow a structured approach covering issue identification, hypothesis generation, validation, and solution development, ensuring we address both immediate concerns and long-term platform stability.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a specific event or change that triggered this. Has there been any major product update or feature release in the past month?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we launched a new recommendation algorithm. Impact on approach: If true, we'd focus on the algorithm's performance and user reception.

  • Considering the magnitude of the drop, I'm wondering if this affects all user segments equally. Can you provide a breakdown of the active user drop by user type (e.g., writers, readers, premium subscribers)?

Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The drop is more pronounced among casual readers. Impact on approach: We'd investigate factors specifically impacting casual reader engagement.

  • Given the suddenness of the drop, I'm curious about any technical issues. Have we experienced any significant outages or performance degradation recently?

Why it matters: Technical problems can cause immediate and drastic drops in usage. Expected answer: No major outages, but there have been reports of slower page load times. Impact on approach: We'd prioritize investigating and resolving performance issues.

  • Considering external factors, has there been any notable competitor activity or market shifts in the past month?

Why it matters: External events can significantly impact user behavior across platforms. Expected answer: A major competitor launched a new feature that's gaining traction. Impact on approach: We'd analyze the competitor's offering and our relative market position.

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Updated Dec 2, 2024