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Product Management Root Cause Analysis Question: Investigating customer satisfaction decline for freight quoting tool
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Nextsprints

Updated Jan 22, 2025

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Why has customer satisfaction for Flock Freight's instant quote tool decreased from 4.5 to 3.8 stars in the past quarter?

Data Analysis Problem Solving Strategic Thinking Logistics Transportation Supply Chain
Product Improvement Data Analysis Root Cause Analysis Customer Satisfaction Freight Tech

Introduction

Flock Freight's instant quote tool satisfaction drop from 4.5 to 3.8 stars in 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 there been any significant change in shipping patterns or volume during this quarter compared to previous years?

Why it matters: Seasonal fluctuations could explain satisfaction changes. Expected answer: No significant seasonal changes observed. Impact on approach: If seasonal, we'd focus on adapting the tool for peak periods.

  • Considering user segments, I'm curious about the distribution of ratings. Are we seeing a uniform decrease across all user types, or is it more pronounced in specific segments?

Why it matters: Helps pinpoint if the issue is universal or segment-specific. Expected answer: Decrease is more significant among high-volume shippers. Impact on approach: We'd prioritize improvements for high-volume users if that's the case.

  • Thinking about recent changes, have there been any updates to the instant quote algorithm or UI in the past quarter?

Why it matters: Recent changes could directly impact user satisfaction. Expected answer: Minor UI tweaks were implemented. Impact on approach: We'd scrutinize these changes and potentially roll them back if problematic.

  • Regarding market dynamics, has there been any significant shift in freight prices or availability that might affect quote accuracy?

Why it matters: External market factors could influence perceived tool value. Expected answer: Some volatility in freight prices observed. Impact on approach: We'd focus on improving real-time price accuracy and transparency.

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