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Product Management Root Cause Analysis Question: Investigating increased response time in Messenger for Business
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why did Messenger Business response time increase to 10 minutes?

Data Analysis Problem Solving System Architecture Social Media Customer Service Enterprise Software
User Experience Messaging Platforms Performance Optimization Root Cause Analysis B2B SaaS

Introduction

The sudden increase in Messenger Business response time to 10 minutes is a critical issue that demands immediate attention. This metric directly impacts user satisfaction and the effectiveness of our business communication platform. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

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 recent change. When exactly did we notice this increase in response time?

Why it matters: Pinpoints the timeframe for investigation. Expected answer: Within the last week or month. Impact on approach: Narrows down potential causes to recent changes.

  • Considering user segments, I'm wondering if this affects all businesses equally. Are we seeing this increase across all business types and sizes?

Why it matters: Helps identify if it's a systemic issue or specific to certain segments. Expected answer: Varies across segments. Impact on approach: May lead to focusing on specific user groups or system components.

  • Given the metric definition, I'm curious about how we're measuring response time. Has there been any change in how we calculate or track this metric?

Why it matters: Ensures we're not dealing with a measurement issue. Expected answer: No recent changes to metric calculation. Impact on approach: If changed, we'd need to investigate the measurement system first.

  • Considering recent updates, have we rolled out any new features or system changes that coincide with this increase?

Why it matters: Could directly point to a cause if timing aligns. Expected answer: Possibly a recent update or feature release. Impact on approach: Would focus investigation on recent changes and their impact.

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