Why has HealthCare.com's Medicare plan comparison tool seen a 30% drop in user engagement over the past month?

Introduction

The recent 30% drop in user engagement for HealthCare.com's Medicare plan comparison tool is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the engagement decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this 30% drop occurred during a specific time of year when Medicare plan comparisons are typically less frequent?

Why it matters: Seasonal trends could explain the engagement drop and inform our solution approach. Expected answer: The drop is not aligned with typical seasonal patterns. Impact on approach: If seasonal, we'd focus on strategies to maintain engagement during off-peak periods.

• Considering user segments, I'm curious about the distribution of this engagement drop. Are we seeing a uniform 30% decrease across all user groups, or is it more pronounced in specific demographics?

Why it matters: Identifying affected segments helps pinpoint potential causes and tailor solutions. Expected answer: The drop is more significant among older users (65+). Impact on approach: We'd investigate usability issues or feature changes that might disproportionately affect older users.

• Thinking about recent changes, have there been any updates to the Medicare plan comparison tool or the website in general just before this engagement drop was observed?

Why it matters: Recent changes could directly correlate with the engagement decline. Expected answer: A new UI was implemented for the comparison tool three weeks ago. Impact on approach: We'd focus on analyzing the impact of the UI changes on user behavior and engagement.

• Considering external factors, has there been any significant change in Medicare policies or the competitive landscape that might influence how users interact with plan comparison tools?

Why it matters: External policy changes could alter user needs or behaviors. Expected answer: No major policy changes, but a competitor launched a new tool last month. Impact on approach: We'd analyze our tool's competitive position and unique value proposition.