Why has Selected Society Group's personalized event recommendation feature received a surge of negative feedback from users in the past two weeks?

Introduction

Selected Society Group's personalized event recommendation feature has experienced a sudden surge in negative feedback over the past two weeks. This unexpected shift in user sentiment requires a thorough investigation to identify the root cause and implement effective solutions. I'll approach this analysis systematically, examining both internal and external factors that could be contributing to this issue.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent update. Has there been any change to the recommendation algorithm or feature set in the last month?

Why it matters: Recent changes often correlate with sudden shifts in user feedback. Expected answer: Yes, there was an algorithm update two weeks ago. Impact on approach: If confirmed, we'd focus on the algorithm change as a primary suspect.

• Considering user segments, I'm curious about the feedback distribution. Is the negative feedback concentrated among specific user groups or evenly spread?

Why it matters: Helps identify if the issue is universal or affects particular segments. Expected answer: The feedback is primarily from long-time users. Impact on approach: We'd investigate how the recent changes might have disrupted established user expectations.

• Regarding performance metrics, has there been any change in event attendance rates or user engagement with recommended events?

Why it matters: Aligns user feedback with quantitative metrics to validate the issue's impact. Expected answer: There's been a 15% decrease in event attendance from recommendations. Impact on approach: We'd focus on understanding why users are finding recommendations less relevant or appealing.

• Thinking about external factors, have there been any significant changes in event availability or partner relationships recently?

Why it matters: External changes could impact the quality or quantity of events being recommended. Expected answer: No major changes in event partnerships or availability. Impact on approach: We'd shift focus to internal factors if external elements remain stable.