Why has Loblaw Digital's PC Express online grocery ordering platform seen a 15% drop in average order value over the past month?

Introduction

The recent 15% drop in average order value (AOV) for Loblaw Digital's PC Express online grocery ordering platform is a concerning trend that requires immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the issue.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this 15% drop been compared to the same period last year?

Why it matters: Seasonal variations could explain the AOV decrease. Expected answer: Yes, it's been compared and is still significant. Impact on approach: If seasonal, we'd focus on year-over-year trends rather than month-to-month.

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

Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The drop is more pronounced in certain segments. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.

• Given the specificity of the 15% figure, I'm wondering about our measurement systems. Has there been any recent change in how we calculate or track AOV?

Why it matters: Ensures we're not dealing with a data anomaly or measurement error. Expected answer: No changes in measurement systems. Impact on approach: If there were changes, we'd need to audit our data collection and processing first.

• Thinking about recent product changes, have there been any significant updates to the PC Express platform in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior and AOV. Expected answer: A few minor updates, but nothing major. Impact on approach: If major changes occurred, we'd focus on their potential impact on AOV.