Introduction
The recent 30% drop in new board creations for Miro's free tier users is a significant issue that requires immediate attention. As we analyze this product challenge, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.
Our approach will involve clarifying the context, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and developing a comprehensive resolution plan.
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: Recent changes could directly impact user behavior. Expected answer: Yes, we updated the onboarding flow for new users. Impact on approach: If true, we'd focus on analyzing the new onboarding process and its effect on board creation.
Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The drop is more significant among new users compared to existing ones. Impact on approach: We'd prioritize investigating the new user experience and onboarding process.
Why it matters: Ensures we're not chasing a non-existent problem due to data discrepancies. Expected answer: No changes to our analytics or measurement methods. Impact on approach: If there were changes, we'd need to validate our data before proceeding with further analysis.
Why it matters: Marketing efforts could influence user behavior and tier preferences. Expected answer: We ran a promotional campaign for our paid tiers two weeks ago. Impact on approach: If true, we'd need to consider how this campaign might have affected free tier usage and board creation.
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