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Product Management Root Cause Analysis Question: Investigating sudden drop in Zapper's portfolio tracking feature usage

Asked at Zapper

15 mins

Why has the number of daily active users for Zapper's portfolio tracking feature dropped by 30% over the past week?

Data Analysis Problem-Solving Technical Understanding Fintech Cryptocurrency DeFi
User Engagement Data Analysis Fintech Performance Optimization Root Cause Analysis

Introduction

The sudden 30% drop in daily active users for Zapper's portfolio tracking feature over the past week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and its users.

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 product update. Has there been any significant change to the portfolio tracking feature in the last two weeks?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, a UI redesign was implemented. Impact on approach: If confirmed, we'd focus on usability issues in the new design.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 30% decrease uniform across all user types, or is it more pronounced in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more significant among casual users. Impact on approach: We'd investigate factors affecting casual users' engagement.

  • Given the nature of portfolio tracking, I'm wondering about market conditions. Have there been any major market events or volatility in the past week that might affect user behavior?

Why it matters: External factors could influence user engagement with financial tools. Expected answer: No significant market events. Impact on approach: We'd focus more on internal factors if market conditions are stable.

  • Considering potential technical issues, have there been any reported server outages or performance degradation in the last week?

Why it matters: Technical problems could directly impact user access and experience. Expected answer: No major outages, but some intermittent slowdowns. Impact on approach: We'd investigate the impact of performance issues on user retention.

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