Why has the average time spent on Navi's credit score checking feature decreased from 3 minutes to 1 minute per session in the last quarter?

Introduction

The sudden decrease in average time spent on Navi's credit score checking feature from 3 minutes to 1 minute per session in the last quarter is a significant shift that warrants thorough investigation. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this change in user behavior.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has there been any significant change to the credit score checking feature in the last quarter?

Why it matters: Product changes can directly impact user behavior and session duration. Expected answer: Yes, there was a UI redesign or feature enhancement. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their effects.

• Considering user segments, I'm curious about the distribution of this decrease. Is the 1-minute average consistent across all user types, or are there variations?

Why it matters: Helps identify if the issue is universal or specific to certain user groups. Expected answer: There are variations among different user segments. Impact on approach: We'd prioritize investigating the most affected segments and tailor solutions accordingly.

• Given the nature of credit scores, I'm wondering about the frequency of updates. Has there been any change in how often credit scores are refreshed or made available to users?

Why it matters: Update frequency could influence how often and how long users engage with the feature. Expected answer: No change in update frequency. Impact on approach: If unchanged, we'd focus more on user experience and value perception rather than data freshness.

• Thinking about the broader context, have there been any changes in marketing campaigns or user onboarding that might have shifted user expectations or behavior?

Why it matters: External factors can significantly influence how users interact with the product. Expected answer: Some changes in marketing messaging or onboarding flow. Impact on approach: We'd examine the alignment between user expectations set by marketing and the actual product experience.