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Product Management Root Cause Analysis Question: Investigating decline in Flock Freight's shared truckload bookings
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Nextsprints

Updated Jan 22, 2025

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Why has Flock Freight's shared truckload service seen a 15% drop in bookings over the past month?

Data Analysis Problem-Solving Strategic Thinking Logistics Transportation Supply Chain
Data Analysis Root Cause Analysis Logistics Pricing Strategy

Introduction

Flock Freight's shared truckload service has experienced a 15% drop in bookings over the past month, signaling 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 for the business.

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 15% drop been compared to the same period last year?

Why it matters: Seasonal trends could explain the fluctuation and impact our solution approach. Expected answer: Yes, it has been compared, and the drop is still significant. Impact on approach: If seasonal, we'd focus on optimizing for known patterns; if not, we'd investigate other factors.

  • Considering potential system changes, have there been any recent updates to the booking platform or pricing algorithms?

Why it matters: Technical changes could directly impact user behavior and booking rates. Expected answer: A minor update was pushed two weeks ago. Impact on approach: If confirmed, we'd prioritize investigating the impact of this update.

  • Thinking about market dynamics, has there been any significant change in competitor offerings or pricing recently?

Why it matters: Competitive pressures could be drawing customers away. Expected answer: No major changes noted in competitor strategies. Impact on approach: If competitive landscape is stable, we'd focus more on internal factors.

  • Regarding user segments, is the 15% drop consistent across all customer types, or is it more pronounced in specific segments?

Why it matters: Identifying affected segments could reveal targeted issues. Expected answer: The drop is more significant among small business customers. Impact on approach: We'd focus our investigation on factors specifically affecting small businesses.

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