Why has the average response time for Entrata's ProspectPortal chatbot increased from 5 seconds to 15 seconds in the last week?

Introduction

The recent increase in Entrata's ProspectPortal chatbot average response time from 5 to 15 seconds is a critical issue that demands immediate attention. This tripling of response time could significantly impact user experience, lead conversion rates, and overall customer satisfaction. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Given the sudden increase, I'm wondering about recent changes. Have there been any updates to the chatbot or underlying systems in the past week?

Why it matters: Recent changes often correlate with performance issues. Expected answer: Yes, a minor update was pushed last week. Impact on approach: If confirmed, I'd focus on the update's specifics and rollback options.

• Considering user volume, has there been a significant increase in chatbot usage recently?

Why it matters: Increased load could explain performance degradation. Expected answer: Usage has remained relatively stable. Impact on approach: If usage spike isn't the cause, I'd shift focus to system-level issues.

• Thinking about data sources, are we certain the measurement methodology hasn't changed?

Why it matters: Ensures we're comparing apples to apples. Expected answer: Measurement methods have remained consistent. Impact on approach: If confirmed, I'd focus on actual performance issues rather than measurement discrepancies.

• Regarding infrastructure, have there been any changes to the hosting environment or network configuration?

Why it matters: Infrastructure changes can significantly impact response times. Expected answer: No major infrastructure changes reported. Impact on approach: If true, I'd prioritize application-level investigations over infrastructure concerns.