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Product Management Root Cause Analysis Question: Investigating decreased user engagement on a DeFi dashboard

Why has the average time spent on Zapper's DeFi dashboard decreased from 10 minutes to 3 minutes per session this month?

Data Analysis Problem Solving User Behavior Understanding Fintech Blockchain Cryptocurrency
User Engagement Analytics Root Cause Analysis Dashboard Design DeFi

Introduction

The recent decrease in average time spent on Zapper's DeFi dashboard from 10 minutes to 3 minutes per session this month is a concerning trend that requires immediate attention. This significant drop in user engagement could have far-reaching implications for the product's success and user retention. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the sudden drop, I'm wondering about recent changes. Have there been any significant updates to the dashboard's UI or functionality in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI refresh. Impact on approach: If confirmed, we'd focus on UI-related hypotheses.

  • Considering user segments, has this decrease been uniform across all user types, or are certain groups more affected?

Why it matters: Helps identify if it's a global issue or specific to certain users. Expected answer: Power users seem less affected than casual users. Impact on approach: We'd tailor solutions to specific user segments if differences exist.

  • Thinking about external factors, have there been any major changes in the DeFi market conditions during this period?

Why it matters: Market conditions can significantly influence user behavior in financial products. Expected answer: Some market volatility, but nothing extraordinary. Impact on approach: If confirmed, we'd consider market-related factors in our analysis.

  • Regarding data accuracy, has there been any change in how session time is measured or reported?

Why it matters: Ensures we're not dealing with a data anomaly rather than a real issue. Expected answer: No changes in measurement methods. Impact on approach: If changes occurred, we'd need to reassess the validity of the data before proceeding.

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