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Product Management Root Cause Analysis Question: Investigating sudden user decline in crypto trading platform
Image of author vinay

Vinay

Updated Dec 5, 2024

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What caused the sudden 30% decrease in daily active users for Pluang's crypto trading platform last week?

Data Analysis Problem Solving Strategic Thinking Fintech Cryptocurrency Trading Platforms
Data Analysis User Retention Product Metrics Root Cause Analysis Crypto Trading

Introduction

The sudden 30% decrease in daily active users for Pluang's crypto trading platform last week is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term and long-term implications for the platform's success.

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 specific event or change that triggered this. Has there been any recent platform update or market event?

Why it matters: Identifying a trigger event could quickly narrow down our investigation. Expected answer: A recent update or significant market movement. Impact on approach: If confirmed, we'd focus on that specific change or event.

  • Considering user segments, I'm curious if this decrease is uniform across all user types. Are we seeing any patterns in terms of user demographics or trading behavior?

Why it matters: This helps us understand if it's a global issue or specific to certain user groups. Expected answer: Variation across user segments. Impact on approach: We'd tailor our investigation and solutions to the most affected groups.

  • Given the crypto market's volatility, I'm wondering if there have been any significant price movements or market trends coinciding with this decrease?

Why it matters: External market factors could be influencing user behavior. Expected answer: Information on recent market trends. Impact on approach: We'd need to consider market sentiment in our analysis.

  • Thinking about platform performance, have there been any reported technical issues or downtime during this period?

Why it matters: Technical problems could directly impact user engagement. Expected answer: Information on any known technical issues. Impact on approach: If confirmed, we'd prioritize technical root causes.

  • Considering the competitive landscape, have there been any significant moves from competitors or new entrants in the market recently?

Why it matters: External competitive factors could be drawing users away. Expected answer: Information on recent competitor activities. Impact on approach: We'd need to assess our market position and user retention strategies.

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