Why has Kin Insurance's home insurance quote completion rate declined from 80% to 65% over the past month?

Introduction

The decline in Kin Insurance's home insurance quote completion rate from 80% to 65% over the past month is a critical issue that demands immediate attention. This significant drop in conversion could have far-reaching implications for the company's revenue, customer acquisition, and overall market position. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

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 significant change to the quote process in the last 1-2 months?

Why it matters: Recent changes could directly impact user experience and completion rates. Expected answer: Yes, there was a UI refresh or No, no major changes. Impact on approach: If yes, we'd focus on the new UI elements; if no, we'd look at other factors.

• Considering user segments, I'm curious about the distribution of the decline. Is the 15% drop consistent across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is universal or specific to certain user types. Expected answer: It's uniform / It's more pronounced in specific segments. Impact on approach: Uniform decline suggests a systemic issue, while segment-specific problems narrow our focus.

• Thinking about external factors, have there been any significant changes in the competitive landscape or marketing strategies in the past month?

Why it matters: External pressures could influence user behavior and expectations. Expected answer: Yes, a competitor launched a new product / No, the market has been stable. Impact on approach: If yes, we'd consider competitive analysis; if no, we'd focus more on internal factors.

• Regarding data integrity, I'm wondering if there have been any changes to how the completion rate is measured or any known issues with the tracking system?

Why it matters: Ensures we're working with accurate data and not chasing a phantom problem. Expected answer: No changes / Yes, we updated our analytics recently. Impact on approach: If changes occurred, we'd need to validate the data before proceeding with other analyses.