Why has QuestionPro's survey response rate dropped by 15% for enterprise clients over the past month?

Introduction

QuestionPro's 15% drop in survey response rates for enterprise clients over the past month 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 there might be a seasonal component. Has this drop coincided with any particular time of year or event?

Why it matters: Seasonal trends could explain temporary fluctuations. Expected answer: No clear seasonal pattern identified. Impact on approach: If seasonal, we'd focus on year-over-year comparisons.

• Considering the specificity to enterprise clients, I'm wondering about recent changes to the enterprise offering. Have there been any updates to pricing, features, or support for enterprise clients in the last 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A minor feature update was released. Impact on approach: We'd scrutinize the feature update and its potential effects.

• Given the significance of the drop, I'm curious about the distribution across different enterprise client segments. Is this 15% drop uniform across all enterprise clients, or are certain segments more affected?

Why it matters: Identifying patterns in affected segments could pinpoint specific issues. Expected answer: The drop is more pronounced in larger enterprises. Impact on approach: We'd focus on factors unique to larger enterprise environments.

• Thinking about potential technical issues, I'm interested in any changes to the survey distribution or collection process. Have there been any modifications to how surveys are sent out or responses collected in the past month?

Why it matters: Technical changes could inadvertently affect response rates. Expected answer: No significant changes to the core survey process. Impact on approach: We'd look deeper into user behavior and external factors.