Introduction
Lentra's loan origination system has experienced a 20% drop in new user signups over the past month, signaling a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product.
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 could explain the fluctuation and impact our solution approach. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on strategies to mitigate annual dips; if not, we'd investigate recent changes or market shifts.
Why it matters: Identifying affected segments helps pinpoint targeted solutions. Expected answer: The drop is more significant among small business owners. Impact on approach: We'd focus on understanding and addressing the needs of small business owners if they're disproportionately affected.
Why it matters: Recent changes could directly correlate with the drop in signups. Expected answer: A new UI was implemented for the application process. Impact on approach: We'd investigate the impact of the UI change on user experience and conversion rates.
Why it matters: External market factors could influence user behavior and signup rates. Expected answer: Interest rates have remained stable, but a competitor launched a new product. Impact on approach: We'd analyze our competitive positioning and value proposition in light of new market offerings.
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