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Product Management Root Cause Analysis Question: Investigating sudden drop in PhonePe's UPI payment users

Why has the daily active user count for PhonePe's UPI payments dropped by 15% over the past week?

Data Analysis Problem Solving Strategic Thinking FinTech Digital Payments Mobile Banking
Data Analysis User Retention Root Cause Analysis FinTech UPI Payments

Introduction

The sudden 15% drop in PhonePe's UPI payments daily active user count over the past week is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the decline.

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 change. Has PhonePe rolled out any updates or new features in the past 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 decline. Is the 15% drop uniform across all user groups, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or specific to certain users. Expected answer: The decline is more pronounced among users aged 45+. Impact on approach: We'd investigate potential usability issues for older users.

  • Given the competitive landscape, I'm wondering about market dynamics. Have there been any significant moves from competitors or changes in the UPI ecosystem recently?

Why it matters: External factors could be drawing users away from PhonePe. Expected answer: A major competitor launched a cashback campaign last week. Impact on approach: We'd need to assess our competitive positioning and user retention strategies.

  • Thinking about technical stability, I'm concerned about potential backend issues. Have there been any reported server outages or performance degradations in the past week?

Why it matters: Technical issues could directly impact user ability to transact. Expected answer: No major outages, but there have been intermittent slowdowns. Impact on approach: We'd prioritize investigating and resolving backend performance issues.

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