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Product Management Root Cause Analysis Question: Investigating sudden increase in Auto1 Group's vehicle delivery delays

What's causing the sudden increase in customer complaints about delivery delays for purchased vehicles on Auto1 Group's platform?

Problem-Solving Data Analysis Strategic Thinking Automotive E-commerce Logistics
Data Analysis Root Cause Analysis Customer Satisfaction Logistics Optimization Automotive

Introduction

The sudden increase in customer complaints about delivery delays for purchased vehicles on Auto1 Group's platform is a critical issue that demands immediate attention. This problem directly impacts customer satisfaction, potentially affecting Auto1's reputation and future sales. I'll approach this analysis systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term 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 there might be a recent change in the delivery process. Has Auto1 implemented any new delivery procedures or partners in the last 30-60 days?

Why it matters: Recent changes often correlate with sudden shifts in performance metrics. Expected answer: Yes, a new delivery partner was onboarded last month. Impact on approach: If confirmed, we'd focus on the new partner's processes and integration.

  • Considering the nature of complaints, I'm wondering about the specifics of the delays. Are we seeing a consistent increase in delivery time across all vehicle types and regions, or is it more localized?

Why it matters: This helps determine if the issue is systemic or isolated to specific segments. Expected answer: The delays are more pronounced in urban areas and for luxury vehicles. Impact on approach: We'd investigate urban logistics and luxury vehicle handling processes.

  • Given the complexity of auto sales, I'm curious about the current average delivery time. Has there been a significant deviation from this baseline in recent weeks?

Why it matters: Understanding the magnitude of the change helps prioritize the issue. Expected answer: Average delivery time has increased from 7 days to 12 days. Impact on approach: This significant increase would prompt us to look at major disruptions in the supply chain or delivery process.

  • Considering potential data issues, I'm wondering if there have been any recent changes to how we measure or report delivery times?

Why it matters: Ensures we're not dealing with a measurement anomaly rather than an actual performance issue. Expected answer: No changes to measurement systems or reporting methods. Impact on approach: If confirmed, we'd focus on operational issues rather than data discrepancies.

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