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Product Management Root Cause Analysis Question: Investigating Gap's women's activewear online conversion rate decline
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Nextsprints

Updated Jan 22, 2025

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Asked at Gap

12 mins

Why has Gap's online conversion rate for women's activewear decreased from 3.5% to 2.8% over the past 6 weeks?

Data Analysis Problem-Solving Strategic Thinking Retail E-commerce Fashion
E-Commerce Conversion Optimization Retail Root Cause Analysis Gap

Introduction

Gap's online conversion rate for women's activewear has decreased from 3.5% to 2.8% over the past 6 weeks, indicating a significant drop in sales performance. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any significant change in weather patterns or seasonal trends in the past 6 weeks compared to the same period last year?

Why it matters: Seasonal changes can greatly impact activewear sales. Expected answer: No significant weather changes compared to last year. Impact on approach: If confirmed, we'll focus more on internal factors.

  • Considering the specificity of the product category, I'm wondering about inventory levels. Have there been any notable changes in stock availability for women's activewear in the past 6 weeks?

Why it matters: Stock issues could directly impact conversion rates. Expected answer: Some popular sizes or styles may be out of stock. Impact on approach: If true, we'll prioritize inventory management in our solution.

  • Given the digital nature of this issue, I'm curious about any recent website updates. Have there been any significant changes to the website, particularly in the women's activewear section, in the last 6-8 weeks?

Why it matters: Website changes can affect user experience and conversion rates. Expected answer: A minor update to product filtering was implemented 7 weeks ago. Impact on approach: If confirmed, we'll investigate the impact of this update on user behavior.

  • Thinking about external factors, I'm interested in competitor activities. Have any major competitors launched significant promotions or new product lines in women's activewear recently?

Why it matters: Competitive pressure can impact conversion rates. Expected answer: A major competitor launched a new eco-friendly activewear line 5 weeks ago. Impact on approach: If true, we'll need to consider our product positioning and marketing strategy.

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