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Product Management Root Cause Analysis Question: Investigating spike in customer service inquiries for plant delivery service

What's causing the sudden 30% increase in customer service inquiries related to Bloom & Wild's plant delivery service?

Problem Solving Data Analysis Customer Experience E-commerce Horticulture Subscription Services
E-Commerce Data Analysis Root Cause Analysis Customer Service Plant Delivery

Introduction

The sudden 30% increase in customer service inquiries related to Bloom & Wild's plant delivery service signals a significant shift in user experience. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the product and business.

I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and relevant metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

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 this could be seasonal. Has there been a recent spike in plant orders or a change in the types of plants being delivered?

Why it matters: Seasonal changes could explain increased inquiries and help focus our investigation. Expected answer: Yes, there's been a 20% increase in orders for more delicate plants. Impact on approach: If confirmed, we'd focus on delivery processes for fragile plants.

  • Considering user segments, I'm curious about the nature of these inquiries. Are they coming from new customers or repeat buyers?

Why it matters: This helps identify if the issue is related to onboarding or a change affecting existing users. Expected answer: 70% of inquiries are from first-time buyers. Impact on approach: If true, we'd prioritize improving the new user experience and expectations setting.

  • Thinking about recent changes, have there been any updates to the plant care instructions or packaging in the last month?

Why it matters: Recent product changes could directly impact user experience and support needs. Expected answer: Yes, we simplified care instructions to fit on smaller cards. Impact on approach: If confirmed, we'd review the new instructions for clarity and completeness.

  • Regarding system performance, has there been any change in the delivery tracking system or customer communication flow?

Why it matters: Technical issues could lead to increased inquiries if customers aren't getting timely updates. Expected answer: No significant changes, but there have been intermittent delays in tracking updates. Impact on approach: If true, we'd investigate the tracking system's reliability and communication triggers.

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