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Product Management Root Cause Analysis Question: Investigating sudden drop in Canva's mobile app daily active users

Asked at Canva

15 mins

Why has the daily active user count for Canva's mobile app dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking SaaS Design Tools Mobile Apps
User Engagement Data Analysis Product Metrics Root Cause Analysis Mobile Apps

Introduction

The sudden 15% drop in daily active users for Canva's mobile app over the past week is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential causes, gather relevant data, and develop a strategic plan to address the root cause while considering both short-term fixes and long-term implications for the product.

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 recent app update. Has there been any significant release or change to the app in the past 1-2 weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on the changes in that update.

  • Considering user segments, I'm curious about the distribution of this drop. Is the 15% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if it's a global issue or specific to certain users. Expected answer: The drop is more pronounced in casual users. Impact on approach: We'd investigate factors affecting casual users more heavily.

  • Given the metric specificity, I want to confirm our definition. Has there been any change in how we define or measure daily active users recently?

Why it matters: Ensures we're not dealing with a measurement issue rather than a real problem. Expected answer: No changes in definition or measurement. Impact on approach: If changed, we'd need to reassess the validity of the comparison.

  • Thinking about external factors, have there been any significant competitor actions or market changes in the past week?

Why it matters: External events can sometimes explain internal metric shifts. Expected answer: No major external events noted. Impact on approach: If yes, we'd need to factor in competitive landscape changes.

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