Why has the average session duration for PatSnap's chemical structure search feature declined by 20% in the past two weeks?

Introduction

The recent 20% decline in average session duration for PatSnap's chemical structure search feature over the past two weeks is a concerning trend that requires immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose a strategic plan to address the issue while considering both short-term fixes and long-term implications for the product.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has there been any change to the chemical structure search feature in the last month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, a minor UI update was implemented. Impact on approach: If confirmed, we'd focus on UI-related hypotheses.

• Considering user segments, I'm curious about the distribution of this decline. Is the 20% decrease uniform across all user types, or is it more pronounced in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decline is more significant among academic users. Impact on approach: We'd prioritize academic user experience in our analysis.

• Given the specificity of the feature, I'm wondering about any changes in the underlying chemical database. Has there been any update to the chemical structure database recently?

Why it matters: Database changes could affect search accuracy and user satisfaction. Expected answer: No recent database updates. Impact on approach: We'd focus more on front-end and user experience factors.

• Thinking about external factors, have there been any significant industry events or publications that might have affected the usage of chemical structure searches?

Why it matters: External events can influence user behavior and needs. Expected answer: A major chemistry conference occurred last month. Impact on approach: We'd consider how industry trends might be impacting usage patterns.