Introduction
The recent 15% drop in Investree's personal loan application conversion rate is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
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: Seasonal trends can significantly impact financial decisions. Expected answer: No clear seasonal pattern identified. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and cyclical strategies.
Why it matters: Identifying affected segments can pinpoint specific issues or changes in user behavior. Expected answer: The drop is more pronounced in first-time borrowers. Impact on approach: We'd focus on the onboarding process and first-time user experience.
Why it matters: Recent changes could directly impact user behavior and conversion rates. Expected answer: A new credit scoring model was implemented. Impact on approach: We'd investigate the impact of this new model on approval rates and user experience.
Why it matters: External market forces can influence user choices and conversion rates. Expected answer: A competitor launched an aggressive marketing campaign. Impact on approach: We'd analyze our value proposition and marketing effectiveness.
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