Why has Juspay's Express Checkout seen a 15% drop in conversion rate over the past month?

Introduction

Juspay's Express Checkout experiencing a 15% drop in conversion rate over the past month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal factor. Has this drop coincided with any major holiday or shopping season?

Why it matters: Seasonal trends can significantly impact e-commerce behavior. Expected answer: No significant seasonal changes. Impact on approach: If seasonal, we'd focus on adapting to cyclical patterns.

• Considering user segments, I'm curious if this drop is uniform across all user types. Have you noticed any particular user segment more affected than others?

Why it matters: Identifying specific affected segments can narrow down potential causes. Expected answer: The drop is more pronounced in new users. Impact on approach: We'd focus on onboarding and first-time user experience if new users are more affected.

• Thinking about recent changes, have there been any updates to the Express Checkout feature or related systems in the past 1-2 months?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: A minor UI update was implemented. Impact on approach: We'd scrutinize the UI changes and their potential impact on user behavior.

• Regarding performance metrics, has there been any change in how conversion rate is calculated or tracked?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in calculation methods. Impact on approach: If changed, we'd need to recalibrate our baseline for comparison.