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Product Management Root Cause Analysis Question: Investigating customer retention drop for an energy company's EV tariff
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Vinay

Updated Nov 19, 2024

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Why has the customer retention rate for Octopus Energy's Octopus Go tariff dropped by 15% in the past quarter?

Data Analysis Problem-Solving Strategic Thinking Energy Electric Vehicles Utilities
Customer Retention Root Cause Analysis Energy Sector EV Market Tariff Optimization

Introduction

The recent 15% drop in customer retention for Octopus Energy's Octopus Go tariff 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 drop coincided with any particular season or weather pattern?

Why it matters: Seasonal changes can significantly impact energy consumption and customer behavior. Expected answer: The drop occurred during the summer months. Impact on approach: If confirmed, we'd need to investigate how seasonal changes affect the Octopus Go tariff's value proposition.

  • Considering the specificity of the Octopus Go tariff, I'm wondering about changes in the electric vehicle (EV) market. Have there been any significant shifts in EV adoption or charging patterns recently?

Why it matters: The Octopus Go tariff is designed for EV owners, so changes in this market could directly impact retention. Expected answer: There's been a surge in new EV models with longer ranges. Impact on approach: We'd need to examine how these new EVs might be changing charging behaviors and tariff needs.

  • Given the competitive nature of the energy market, I'm curious about recent moves by competitors. Have any major competitors launched similar or more attractive tariffs in the past quarter?

Why it matters: Competitive pressure could be driving customers to switch providers. Expected answer: A major competitor launched a flexible EV tariff with additional perks. Impact on approach: We'd need to reassess our tariff's competitiveness and unique value proposition.

  • Thinking about internal changes, I'm wondering if there have been any recent modifications to the Octopus Go tariff or associated services. Have there been any updates to pricing, terms, or the customer experience in the last quarter?

Why it matters: Internal changes could inadvertently be driving customers away. Expected answer: There was a small price increase and an update to the mobile app. Impact on approach: We'd need to analyze the impact of these changes on customer satisfaction and usage patterns.

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