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Product Management Root Cause Analysis Question: Investigating decline in TMRW savings account openings

Asked at TMRW

15 mins

Why has the number of new TMRW savings account openings dropped by 30% this month?

Data Analysis Problem-Solving Strategic Thinking Banking Fintech Digital Finance
Conversion Optimization Product Metrics User Acquisition Fintech Root Cause Analysis

Introduction

The recent 30% drop in new TMRW savings account openings is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework 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 seasonal component. Has this drop coincided with any particular time of year or event?

Why it matters: Seasonal trends could explain fluctuations and inform our solution approach. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and cyclical strategies.

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

Why it matters: Identifying affected segments helps target our investigation and solutions. Expected answer: The drop is more pronounced among younger users. Impact on approach: We'd focus on understanding and addressing the needs of the most affected segments.

  • Thinking about recent changes, have there been any updates to the account opening process or marketing strategies in the past month?

Why it matters: Recent changes could directly impact new account openings. Expected answer: A new verification step was added to the signup process. Impact on approach: We'd investigate the impact of this change on conversion rates.

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

Why it matters: External factors could be drawing potential customers away. Expected answer: A competitor launched a high-yield savings product. Impact on approach: We'd need to assess our value proposition and potentially adjust our offering.

  • Considering data integrity, has there been any change in how we're tracking or defining new account openings?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in tracking or definitions. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new methodology.

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