Why has Policybazaar's term life insurance quote completion rate dropped by 15% over the past month?

Introduction

Policybazaar's 15% drop in term life insurance quote completion rate over the past month is a critical issue that demands immediate attention. This metric directly impacts the company's revenue and customer acquisition funnel. 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 be a seasonal factor. Has this drop coincided with any particular events or time of year?

Why it matters: Seasonal trends could explain the fluctuation and inform our solution approach. Expected answer: No significant seasonal events noted. Impact on approach: If seasonal, we'd focus on adjusting for cyclical patterns; if not, we'd investigate other factors.

• Considering user segments, I'm curious if this drop is uniform across all user groups. Have you noticed any particular demographic or user type more affected than others?

Why it matters: Identifying specific affected groups could pinpoint the issue's source. Expected answer: The drop is more pronounced among younger users (25-35 age group). Impact on approach: We'd focus on understanding and addressing the needs of this specific user segment.

• Regarding recent changes, has there been any modification to the quote process or UI in the last 1-2 months?

Why it matters: Recent changes could directly correlate with the drop in completion rate. Expected answer: A minor UI update was implemented 6 weeks ago. Impact on approach: We'd scrutinize the impact of this update on user behavior and conversion.

• Thinking about external factors, have there been any significant changes in the insurance market or competitor offerings recently?

Why it matters: External market forces could be driving users away from completing quotes. Expected answer: A major competitor launched an aggressive marketing campaign last month. Impact on approach: We'd analyze our competitive positioning and messaging strategy.