What caused the sudden 35% decrease in conversion rate for Myntra's men's formal wear category last month?

Introduction

A sudden 35% decrease in conversion rate for Myntra's men's formal wear category last month is a significant issue that demands immediate attention and thorough analysis. This problem could have far-reaching implications for the company's revenue, customer satisfaction, and market position. To address this challenge, I'll employ a systematic approach to identify, validate, and resolve 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 at play. Has there been any significant change in the overall market demand for men's formal wear during this period?

Why it matters: Understanding market trends helps differentiate between internal issues and external factors. Expected answer: No significant market-wide changes observed. Impact on approach: If confirmed, we'll focus more on internal factors and product-specific issues.

• Considering the specificity of the category, I'm wondering about inventory levels. Have there been any notable changes in stock availability or product mix within the men's formal wear category?

Why it matters: Stock issues can directly impact conversion rates. Expected answer: Some stock fluctuations, but nothing unusual. Impact on approach: If inventory is stable, we'll prioritize user experience and marketing factors.

• Given the digital nature of e-commerce, I'm curious about any recent changes to the website or app. Were there any updates, A/B tests, or new features implemented in the men's formal wear section just before or during the affected period?

Why it matters: Technical changes can significantly impact user behavior and conversion rates. Expected answer: A minor UI update was rolled out two weeks before the decline. Impact on approach: This could be a key area to investigate, focusing on the impact of recent changes.

• Thinking about user segments, I'm interested in understanding if this decline is uniform across all customer types. Has the decrease been consistent across new and returning customers, or various demographic groups?

Why it matters: Segmented analysis can reveal targeted issues or changes in user behavior. Expected answer: The decline is more pronounced among new customers. Impact on approach: We'll need to investigate the new user experience and acquisition channels more closely.