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Product Management Root Cause Analysis Question: Investigating Ruggable's sales decline through data-driven approach
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Nextsprints

Updated Jan 22, 2025

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Why has Ruggable's washable rug sales volume dropped 15% in the past month compared to the previous quarter?

Data Analysis Problem-Solving Strategic Thinking Home Goods E-commerce Direct-to-Consumer
User Experience E-Commerce Root Cause Analysis Competitor Analysis Sales Strategy

Introduction

Ruggable's 15% drop in washable rug sales volume over the past month compared to the previous quarter is a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term 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 a seasonal component. Has this 15% drop been compared to the same month last year?

Why it matters: Seasonal trends can significantly impact sales volumes. Expected answer: Yes, it has been compared, and the drop is still present. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than quarter-over-quarter.

  • Considering recent events, I'm wondering if there have been any major changes to the product or marketing strategy. Have there been any significant updates to Ruggable's product line or marketing campaigns in the last 1-2 months?

Why it matters: Recent changes could directly impact sales performance. Expected answer: A new product line was launched, but marketing efforts remained consistent. Impact on approach: We'd investigate the new product line's performance and its potential cannibalization of existing products.

  • Thinking about the competitive landscape, has there been any notable shift in competitor activity or market dynamics?

Why it matters: External market forces could be driving the sales decline. Expected answer: A major competitor launched a similar product at a lower price point. Impact on approach: We'd analyze our pricing strategy and value proposition relative to competitors.

  • Considering the sales funnel, I'm curious about conversion rates. Has there been any change in website traffic or conversion rates during this period?

Why it matters: Changes in traffic or conversion could indicate issues with marketing effectiveness or user experience. Expected answer: Traffic has remained stable, but conversion rates have decreased. Impact on approach: We'd focus on investigating factors affecting conversion, such as website performance or user experience issues.

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