Why has Healthkart's protein powder sales volume dropped 30% in the last month?

Introduction

The sudden 30% drop in Healthkart's protein powder sales volume over the last month is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the sales decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular season or event?

Why it matters: Seasonal patterns could explain the sudden drop and inform our solution strategy. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.

• Considering user segments, I'm curious about the distribution of the sales drop. Is this decline uniform across all customer types, or is it more pronounced in specific segments?

Why it matters: Identifying affected segments helps pinpoint potential causes and tailor solutions. Expected answer: The drop is more significant among repeat customers. Impact on approach: If segment-specific, we'd investigate factors unique to that group; if uniform, we'd look at broader issues.

• Thinking about recent changes, have there been any updates to the product, pricing, or marketing strategies in the past 1-2 months?

Why it matters: Recent changes could directly impact sales and provide immediate areas for investigation. Expected answer: A new competitor entered the market with aggressive pricing. Impact on approach: If changes occurred, we'd focus on their impact; if not, we'd explore external factors more deeply.

• Considering data integrity, has there been any change in how sales volume is measured or reported in the last month?

Why it matters: Ensures we're dealing with a real issue and not a data anomaly. Expected answer: No changes in measurement or reporting. Impact on approach: If data issues exist, we'd first address those; if not, we'd proceed with analyzing actual sales trends.