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Product Management Root Cause Analysis Question: Investigating Brex Cash account opening decline and proposing solutions
Image of author vinay

Vinay

Updated Nov 28, 2024

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Asked at Brex

15 mins

Why has the number of new Brex Cash account openings dropped by 30% in the last month?

Data Analysis Problem Solving Strategic Thinking Fintech B2B SaaS Financial Services
User Acquisition Fintech Root Cause Analysis Competitive Strategy KYC Optimization

Introduction

The recent 30% drop in new Brex Cash account openings is a significant concern that requires immediate attention and a thorough analysis. As we delve into this issue, we'll systematically examine potential causes, gather relevant data, and develop actionable solutions to reverse this trend and strengthen our product's performance.

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 patterns could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on year-over-year comparisons.

  • Considering user segments, I'm curious if this decline is uniform across all user types. Have we seen any differences in account openings between small businesses and larger enterprises?

Why it matters: Different segments may require tailored solutions. Expected answer: The decline is more pronounced in small business segment. Impact on approach: We'd prioritize investigating small business-specific factors.

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

Why it matters: Recent changes could directly impact new account openings. Expected answer: A new KYC step was added to the onboarding process. Impact on approach: We'd focus on analyzing the impact of this specific change.

  • Considering competitive landscape, has there been any significant move from our competitors recently?

Why it matters: Competitor actions could be drawing potential customers away. Expected answer: A major competitor launched a similar product with lower fees. Impact on approach: We'd need to reassess our value proposition and pricing strategy.

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