Why has the average response time for Cameo talent increased from 2 days to 5 days in the past quarter?

Introduction

The increase in average response time for Cameo talent from 2 days to 5 days over the past quarter is a significant shift that warrants thorough investigation. This analysis will systematically explore potential root causes, validate hypotheses, and propose actionable solutions to address this performance decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this increase coincided with any particular events or time of year?

Why it matters: Seasonal trends could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical management strategies.

• Considering user segments, I'm curious about the distribution. Is this increase uniform across all talent tiers or concentrated in specific groups?

Why it matters: Helps identify if it's a systemic issue or limited to certain segments. Expected answer: Varied impact across talent tiers. Impact on approach: Targeted interventions for affected segments if non-uniform.

• Thinking about recent changes, have there been any significant platform updates or policy shifts in the past quarter?

Why it matters: Recent changes could directly impact talent behavior. Expected answer: Minor UI updates, no major policy changes. Impact on approach: If changes occurred, we'd focus on their specific impacts.

• Regarding performance metrics, has there been any change in how response time is calculated or tracked?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes to metric calculation. Impact on approach: If changed, we'd need to recalibrate our baseline for comparison.