How can we explain the unexpected 20% drop in user engagement with AvidXchange's vendor management portal features since the latest software update?

Introduction

The unexpected 20% drop in user engagement with AvidXchange's vendor management portal features since the latest software update 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 the update might have introduced usability issues. Have we received any specific user feedback or complaints about the new interface?

Why it matters: User feedback can quickly pinpoint UX problems. Expected answer: Some negative feedback about navigation changes. Impact on approach: If confirmed, we'd prioritize UX improvements.

• Considering potential technical issues, has there been any increase in error rates or page load times since the update?

Why it matters: Performance issues often lead to decreased engagement. Expected answer: Slight increase in load times for certain features. Impact on approach: We'd focus on optimizing those specific features.

• Thinking about user segments, has the engagement drop been uniform across all user types, or are certain groups more affected?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: Larger companies showing a more significant drop. Impact on approach: We'd tailor solutions to the most affected segments.

• Regarding the metric itself, has there been any change in how we measure or define user engagement recently?

Why it matters: Ensures we're comparing apples to apples. Expected answer: No changes to the engagement metric. Impact on approach: Confirms the issue is real, not a measurement artifact.