Why has the average deal size reported through People.ai's Opportunity Management module decreased by 15% since the latest update?

Introduction

The recent 15% decrease in average deal size reported through People.ai's Opportunity Management module is a concerning trend that requires immediate attention. This analysis will systematically investigate potential root causes, validate hypotheses, and propose targeted solutions to address this issue. We'll examine both internal and external factors, considering technical, user behavior, and product-related aspects to develop a comprehensive understanding of the situation.

Step 1

Clarifying Questions (3 minute)

• Looking at the timing, I'm thinking there might be a correlation with the latest update. Can you provide more details about the nature and scope of this update?

Why it matters: Understanding the update's specifics could reveal potential technical issues or unintended consequences. Expected answer: Information about feature changes, UI/UX modifications, or backend alterations. Impact on approach: Significant changes might shift focus towards product-related hypotheses.

• Considering user segments, I'm curious if this decrease is uniform across all customer types. Have you noticed any patterns in terms of which customers are experiencing larger decreases?

Why it matters: Identifying affected segments could point to specific user needs or behaviors. Expected answer: Data showing variation (or lack thereof) across customer segments. Impact on approach: Segment-specific issues would lead to more targeted solutions.

• Given the importance of data accuracy, has there been any change in how deal sizes are calculated or reported within the system?

Why it matters: Ensures we're not dealing with a data anomaly rather than an actual business issue. Expected answer: Confirmation of consistent calculation methods or disclosure of recent changes. Impact on approach: Data inconsistencies would require a different investigative path.

• Thinking about external factors, have there been any significant market changes or competitor actions that might influence deal sizes?

Why it matters: External factors could be driving the change independently of our product. Expected answer: Insights into market conditions or competitive landscape shifts. Impact on approach: Strong external influences would necessitate a broader strategic response.