Why has Navi's personal loan application completion rate dropped by 15% in the last month?

Introduction

The recent 15% drop in Navi's personal loan application completion rate is a critical issue that demands immediate attention. This decline could significantly impact the company's revenue and customer acquisition goals. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the application process. Has there been any update to the loan application flow in the last month?

Why it matters: Recent changes often correlate with metric shifts. Expected answer: Yes, we updated the credit check step. Impact on approach: If yes, I'd focus on that specific change; if no, I'd look at broader factors.

• Considering user segments, I'm wondering if this drop is uniform across all user groups. Can you share if the decline is consistent across different demographics or loan types?

Why it matters: Helps identify if it's a global issue or specific to certain segments. Expected answer: The drop is more pronounced in first-time applicants. Impact on approach: If segmented, I'd focus on the most affected groups; if uniform, I'd look at system-wide issues.

• Given the significance of the drop, I'm curious about any changes in the competitive landscape. Have there been any notable moves from competitors in the last month?

Why it matters: External factors could be drawing users away. Expected answer: A competitor launched a promotional campaign. Impact on approach: If yes, I'd consider competitive positioning; if no, I'd focus more on internal factors.

• Thinking about technical issues, I'm concerned about potential system problems. Have there been any reported errors or increased load times in the application process?

Why it matters: Technical issues can directly impact completion rates. Expected answer: There have been intermittent server timeouts. Impact on approach: If yes, I'd prioritize technical investigations; if no, I'd focus more on user experience and product design.