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Company focus

Thirty Madison

Why has the average order value for Thirty Madison's Facet skincare products declined by 10% over the past quarter?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Health Tech E-commerce Beauty E-Commerce Root Cause Analysis Telemedicine AOV Optimization Skincare
Product Management Root Cause Analysis Question: Investigating Thirty Madison's Facet skincare average order value decline

Introduction

The decline in average order value (AOV) for Thirty Madison's Facet skincare products by 10% over the past quarter is a concerning trend that requires immediate attention. To address this issue, 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.

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 this 10% decline been consistent across all months of the quarter, or did we see more significant drops in specific months?

Why it matters: Seasonal patterns could indicate external factors rather than internal issues. Expected answer: The decline has been relatively consistent. Impact on approach: If consistent, we'll focus more on internal factors; if varied, we'll consider seasonal influences.

  • Considering product mix, I'm wondering if there have been any changes in the popularity of specific items. Have we seen shifts in the sales distribution across our product line?

Why it matters: Changes in product mix could explain AOV fluctuations. Expected answer: Some shift towards lower-priced items. Impact on approach: If confirmed, we'll investigate pricing strategy and product positioning.

  • Thinking about customer segments, I'm curious if this decline is uniform across all user groups. Have we noticed any particular customer segments more affected by this AOV decrease?

Why it matters: Segment-specific issues might require targeted solutions. Expected answer: New customers show a more significant AOV decline. Impact on approach: If true, we'll focus on onboarding and first-time purchase experiences.

  • Reflecting on recent changes, I'm considering if we've made any significant alterations to our product, pricing, or marketing strategies. Have there been any notable changes in these areas over the past quarter?

Why it matters: Recent changes could directly impact purchasing behavior. Expected answer: A new discount strategy was implemented. Impact on approach: If confirmed, we'll analyze the impact of the new strategy on AOV.

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Updated Mar 29, 2025