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Product Management Root Cause Analysis Question: Investigating sudden drop in crypto trading platform's daily active users

Asked at Pintu

12 mins

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

Data Analysis Problem-Solving Strategic Thinking Cryptocurrency FinTech Trading Platforms
User Engagement Data Analysis Product Metrics Root Cause Analysis Crypto Trading

Introduction

The sudden 30% decrease in daily active users for Pintu's crypto trading feature 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 fixes and long-term strategic implications.

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 product update or market event coinciding with this drop?

Why it matters: Identifying a specific trigger could fast-track our root cause analysis. Expected answer: A recent app update or significant market volatility. 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 differences in the impact on new vs. experienced traders?

Why it matters: This could reveal whether the issue is more related to onboarding or core functionality. Expected answer: A disproportionate impact on one user segment. Impact on approach: We'd tailor our investigation and solutions to the most affected group.

  • Given the crypto market's volatility, I'm wondering if this decrease correlates with any specific cryptocurrency performance. Have we seen similar drops in trading volume for particular coins?

Why it matters: This could indicate whether the issue is platform-wide or related to specific assets. Expected answer: Correlation with certain cryptocurrencies' performance. Impact on approach: We might need to investigate issues with specific trading pairs or market data.

  • Thinking about system performance, I'm concerned about potential technical issues. Have we observed any unusual error rates or latency spikes during this period?

Why it matters: Technical problems could directly impact user engagement and retention. Expected answer: Information on system performance metrics. Impact on approach: If confirmed, we'd prioritize technical root causes and involve the engineering team more heavily.

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