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Product Management Root Cause Analysis Question: Investigating customer retention decrease for investment platform
Image of author vinay

Vinay

Updated Dec 3, 2024

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Why has customer retention rate for Jenius' investment platform decreased from 85% to 70% over the past quarter?

Data Analysis Problem-Solving Strategic Thinking FinTech Investment Management Digital Banking
User Experience Data Analysis Customer Retention Root Cause Analysis FinTech

Introduction

The recent decline in Jenius' investment platform customer retention rate from 85% to 70% over the past quarter is a critical issue that demands immediate attention. This significant drop could have far-reaching implications for the platform's growth, revenue, and overall market position. To address this challenge, I'll employ a systematic approach to identify, validate, and resolve 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 seasonal factors at play. Has this decline coincided with any particular financial quarter or season?

Why it matters: Seasonal trends could explain temporary fluctuations in retention. Expected answer: The decline occurred during Q2, which is typically stable. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.

  • Considering user segments, I'm curious if this decline is uniform across all user types. Have you noticed any particular user segments more affected than others?

Why it matters: Identifying specific affected segments could pinpoint targeted issues. Expected answer: The decline is more pronounced among novice investors. Impact on approach: We'd tailor our solutions to address the needs of novice investors specifically.

  • Thinking about recent changes, have there been any significant product updates or market events that coincided with the start of this decline?

Why it matters: Recent changes could directly impact user experience and retention. Expected answer: A new UI was launched at the beginning of the quarter. Impact on approach: We'd focus on usability issues and potential user confusion with the new interface.

  • Regarding performance metrics, has there been any change in how retention is measured or in the systems tracking this data?

Why it matters: Ensures we're comparing apples to apples and not dealing with a data anomaly. Expected answer: No changes in measurement or tracking systems. Impact on approach: We'd focus on actual retention issues rather than data discrepancies.

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