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Product Management Root Cause Analysis Question: Investigating Moneybox ISA sign-up decline with data-driven approach

Why has the number of new sign-ups for the Moneybox ISA dropped by 30% this month compared to last month?

Data Analysis Hypothesis Generation Problem-Solving Fintech Investment Management Personal Finance
Product Metrics User Acquisition Fintech Root Cause Analysis Onboarding Optimization

Introduction

The recent 30% drop in new sign-ups for the Moneybox ISA is a significant concern that requires immediate attention. This analysis will systematically identify, validate, and address the root cause of this decline, considering both short-term and long-term implications for our product strategy.

I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into our product, user journey, and relevant metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose a comprehensive plan for validation and resolution.

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 seasonality at play. Has this drop occurred during the same period in previous years?

Why it matters: Seasonal patterns could explain the fluctuation and inform our response strategy. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on optimizing for this period; if not, we'd investigate other factors more deeply.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 30% decrease uniform across all user demographics, or are certain groups more affected?

Why it matters: Identifying specific affected segments could point to targeted issues or opportunities. Expected answer: The drop is more pronounced among younger users (18-30 age group). Impact on approach: We'd focus on understanding and addressing the needs of this particular demographic.

  • Thinking about recent changes, have there been any significant updates to the ISA product, marketing campaigns, or onboarding process in the last 1-2 months?

Why it matters: Recent changes could directly impact sign-up rates and user perception. Expected answer: A new onboarding flow was implemented three weeks ago. Impact on approach: We'd scrutinize the new onboarding process and its potential effects on conversion.

  • Regarding competitive landscape, have there been any notable moves from competitors or changes in the ISA market recently?

Why it matters: External market forces could be drawing potential customers away. Expected answer: A major competitor launched an aggressive marketing campaign last month. Impact on approach: We'd analyze our market positioning and consider adjusting our value proposition or marketing strategy.

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