Why has Spinny's customer satisfaction score for the home test drive service declined from 4.5 to 3.8 in the past two weeks?

Introduction

Spinny's home test drive service satisfaction score decline from 4.5 to 3.8 in just two weeks is a critical issue that demands immediate attention. This sharp drop could significantly impact customer trust, conversion rates, and overall business performance. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent change in the service. Has there been any modification to the home test drive process in the past month?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we introduced a new booking system. Impact on approach: If yes, I'd focus on the new system's impact; if no, I'd look at other factors.

• Considering the specificity of the decline, I'm curious about the data collection. Has there been any change in how we measure or calculate the satisfaction score?

Why it matters: Ensures we're comparing apples to apples. Expected answer: No changes in measurement. Impact on approach: If changed, we'd need to reassess the validity of the comparison.

• Given the magnitude of the drop, I'm wondering about user segments. Is this decline uniform across all user groups or more pronounced in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: More pronounced in first-time users. Impact on approach: Would focus on first-time user experience if segmented.

• Noticing the short timeframe, I'm considering external factors. Have there been any significant market events or competitor actions in the past two weeks?

Why it matters: External factors can cause rapid shifts in customer perception. Expected answer: No major external events. Impact on approach: If yes, would consider market-wide trends; if no, focus on internal factors.