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Product Management Root Cause Analysis Question: Investigating Melio Payments' bill pay transaction volume decrease
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Nextsprints

Updated Jan 22, 2025

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Why has Melio Payments's bill pay feature seen a 15% drop in transaction volume over the past month?

Data Analysis Problem-Solving Strategic Thinking Fintech SaaS Small Business Services
Fintech Root Cause Analysis System Performance User Behavior Transaction Volume

Introduction

The recent 15% drop in transaction volume for Melio Payments's bill pay feature is a concerning trend that requires immediate attention. As we dive into this issue, we'll employ a systematic approach 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 15% drop been compared to the same period last year?

Why it matters: Seasonal fluctuations could explain the change without indicating a deeper problem. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on managing expectations; if not, we'd dig deeper into recent changes.

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

Why it matters: Identifying affected segments could point to specific issues or changes impacting certain users. Expected answer: Small businesses seem more affected than enterprise clients. Impact on approach: We'd focus on small business-specific factors if confirmed.

  • Thinking about recent changes, have there been any significant updates to the bill pay feature or related systems in the past 1-2 months?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: A minor UI update was rolled out 6 weeks ago. Impact on approach: We'd investigate the impact of this update on user behavior and system performance.

  • Regarding competitive landscape, has there been any notable movement from competitors recently, such as new features or pricing changes?

Why it matters: External factors could be drawing users away from our platform. Expected answer: No major competitive shifts noted. Impact on approach: If confirmed, we'd focus more on internal factors and user experience issues.

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