Introduction
A 20% decrease in policy renewals for Naked Insurance's home insurance customers aged 30-40 in the last quarter is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the business.
I'll approach this problem by first clarifying key details, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods and next steps.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: This could indicate whether the issue is specific to our product or a broader market trend. Expected answer: No significant changes noted in homeownership or financial stability. Impact on approach: If true, we'd focus more on internal factors rather than market conditions.
Why it matters: Recent changes could directly impact renewal rates. Expected answer: A new automated renewal reminder system was implemented 4 months ago. Impact on approach: This would shift our focus to examining the effectiveness of the new system and its impact on customer behavior.
Why it matters: A decline in satisfaction could explain lower renewal rates. Expected answer: NPS has remained stable overall, but there's been a slight decrease for the 30-40 age group. Impact on approach: We'd need to dig deeper into specific pain points for this demographic.
Why it matters: External competitive factors could be drawing customers away. Expected answer: One competitor introduced a bundled home and auto insurance package with attractive rates. Impact on approach: We'd need to assess our product offering and pricing strategy in comparison to competitors.
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