Why has Chipotle Mexican Grill's mobile app order completion rate decreased from 98% to 92% in the past two weeks?

Introduction

Chipotle's mobile app order completion rate drop from 98% to 92% in two weeks is a critical issue that demands immediate attention. This significant decrease could impact customer satisfaction, revenue, and overall brand perception. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent app update. Has there been any significant changes to the mobile app in the past month?

Why it matters: App updates can introduce bugs or usability issues. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in the update.

• Considering the metric definition, I'm curious about how "order completion" is measured. Can you confirm if the definition of a completed order has remained consistent?

Why it matters: Changes in metric definition could explain the apparent decrease. Expected answer: The definition has not changed. Impact on approach: If unchanged, we'd look at other factors affecting order completion.

• Given the magnitude of the change, I'm wondering about system stability. Have there been any reported server issues or downtime in the past two weeks?

Why it matters: Technical issues could directly impact order completion rates. Expected answer: No major reported issues. Impact on approach: If no issues, we'd focus more on user behavior or app functionality.

• Considering potential external factors, has there been any significant change in order volume or customer demographics in the past two weeks?

Why it matters: Changes in user base or order patterns could affect completion rates. Expected answer: Order volume has remained stable. Impact on approach: If stable, we'd focus more on internal factors rather than external shifts.