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Product Management Root Cause Analysis Question: Investigating N26 budgeting feature engagement decline

Asked at N26

15 mins

Why has customer engagement with the N26 budgeting feature declined by 25% this month compared to last?

Data Analysis Problem-Solving Strategic Thinking Fintech Banking Personal Finance
User Engagement Data Analysis Product Metrics Fintech Root Cause Analysis

Introduction

The recent 25% decline in customer engagement with N26's budgeting feature 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 engagement drop.

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 seasonal component. Has this decline coincided with any particular time of year or event?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical engagement strategies.

  • Considering user segments, I'm curious if this decline is uniform across all user groups. Have you noticed any particular demographic or user type more affected?

Why it matters: Identifies if the issue is global or segment-specific. Expected answer: Decline more pronounced in younger users. Impact on approach: Would tailor solutions to specific user segments if applicable.

  • Regarding recent changes, have there been any updates to the budgeting feature or related functionalities in the past month?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Minor UI update two weeks ago. Impact on approach: Would investigate the impact of recent changes on user experience.

  • Thinking about competitive landscape, has there been any significant move from competitors in the budgeting space recently?

Why it matters: External factors could be drawing users away. Expected answer: No major competitive shifts noted. Impact on approach: If competitive pressure exists, would focus on differentiation strategies.

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