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)
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.
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.
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.
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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