What factors are causing Shiprocket's same-day delivery option to have a 20% higher cancellation rate compared to standard shipping?

Introduction

Shiprocket's same-day delivery option experiencing a 20% higher cancellation rate compared to standard shipping is a critical issue that demands immediate attention. This elevated cancellation rate not only impacts customer satisfaction but also affects the company's bottom line and market position. 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 this might be a recent trend. Has this higher cancellation rate been consistent over time, or is it a recent development?

Why it matters: Helps determine if this is a new issue or a long-standing problem. Expected answer: It's a recent trend observed over the last month. Impact on approach: If recent, we'd focus on recent changes; if long-standing, we'd examine systemic issues.

• Considering user segments, I'm wondering if this affects all customers equally. Are there specific user segments or geographic areas more affected by this higher cancellation rate?

Why it matters: Identifies if the issue is universal or localized to certain groups. Expected answer: The issue is more pronounced in urban areas and among frequent shoppers. Impact on approach: We'd tailor our solutions to address the most affected segments first.

• Thinking about recent changes, have there been any significant updates to the same-day delivery process or pricing in the last few months?

Why it matters: Helps identify if recent changes could be contributing to the problem. Expected answer: A new delivery partner was onboarded for same-day deliveries last quarter. Impact on approach: We'd investigate the impact of this new partnership on cancellations.

• Considering the cancellation process, at what point in the order journey are most cancellations occurring for same-day delivery?

Why it matters: Pinpoints where in the process customers are most likely to cancel. Expected answer: Most cancellations occur within 2 hours of placing the order. Impact on approach: We'd focus on improving the immediate post-order experience for same-day delivery.