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Product Management Root Cause Analysis Question: Investigating Ola's customer satisfaction decline for Outstation rides

Asked at Ola

15 mins

Why has customer satisfaction for Ola Outstation rides declined from 4.5 to 3.8 stars over the last quarter?

Problem Solving Data Analysis Strategic Thinking Transportation Technology Travel
Data Analysis Product Metrics Root Cause Analysis Customer Satisfaction Ride-Hailing

Introduction

The decline in customer satisfaction for Ola Outstation rides from 4.5 to 3.8 stars over the last quarter is a significant issue that requires immediate attention. This drop in ratings could have far-reaching consequences for Ola's reputation, customer retention, and market share in the competitive ride-hailing industry. I'll approach this problem 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 seasonal factors at play. Has there been any significant change in weather patterns or holiday travel during this quarter compared to previous years?

Why it matters: Seasonal changes can impact driver availability and road conditions. Expected answer: No significant seasonal changes observed. Impact on approach: If confirmed, we'll focus more on internal factors.

  • Considering the metric specificity, I'm curious about the rating distribution. Has there been a shift in the proportion of 1-2 star ratings versus 4-5 star ratings?

Why it matters: This helps identify if the issue is widespread or driven by a subset of extremely dissatisfied customers. Expected answer: An increase in 1-2 star ratings. Impact on approach: If confirmed, we'll investigate factors causing severe dissatisfaction.

  • Thinking about recent changes, have there been any significant updates to the Ola app or pricing structure for Outstation rides in the last quarter?

Why it matters: Product changes can often lead to unexpected user reactions. Expected answer: A minor update to the booking interface was implemented. Impact on approach: If confirmed, we'll examine the impact of this update on user experience.

  • Considering driver performance, has there been any change in driver onboarding or training processes for Outstation rides?

Why it matters: Driver quality directly impacts customer satisfaction. Expected answer: No major changes to driver-related processes. Impact on approach: If confirmed, we'll look more closely at other operational factors.

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