What factors are contributing to the sudden 50% increase in response times for JustAnswer's legal advice category in the past week?

Introduction

The sudden 50% increase in response times for JustAnswer's legal advice category over the past week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be related to a recent system change. Has there been any significant update to the platform or infrastructure in the past two weeks?

Why it matters: Recent changes often correlate with performance issues. Expected answer: Yes, there was a major update. Impact on approach: If yes, we'd focus on rollback options and change management processes.

• Considering user segments, I'm curious if this affects all legal advice subcategories equally. Are we seeing variations in response times across different types of legal queries?

Why it matters: Helps isolate whether it's a global issue or specific to certain areas. Expected answer: Varied impact across subcategories. Impact on approach: If varied, we'd investigate unique factors in affected subcategories.

• Given the magnitude of the change, I'm wondering about our monitoring systems. Have there been any alerts or anomalies detected in our performance monitoring tools prior to or during this issue?

Why it matters: Validates our monitoring effectiveness and potential early warning signs. Expected answer: Some alerts were triggered. Impact on approach: If alerts were missed, we'd prioritize improving our monitoring systems.

• Thinking about external factors, has there been any significant legal news or events that might have caused a surge in specific types of legal queries?

Why it matters: External events can dramatically impact user behavior and system load. Expected answer: No major legal events noted. Impact on approach: If yes, we'd consider temporary capacity adjustments and content strategies.