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Product Management Root Cause Analysis Question: Investigating sudden drop in Ola Rentals user sign-ups

Asked at Ola

12 mins

What caused the sudden 30% decrease in new user sign-ups for Ola Rentals this week?

Data Analysis Problem-Solving Strategic Thinking Transportation Ride-sharing Tech
Data Analysis Product Metrics User Acquisition Root Cause Analysis Ride-Sharing

Introduction

The sudden 30% decrease in new user sign-ups for Ola Rentals this week is a critical issue that demands 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 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 a recent change in the sign-up process. Has there been any update to the user onboarding flow in the past week?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we updated the KYC process. Impact on approach: If confirmed, I'd focus on the new KYC flow as a primary area of investigation.

  • Considering user segments, I'm curious about the distribution of this decrease. Is the 30% drop consistent across all user demographics and regions?

Why it matters: Uneven distribution could point to specific user groups or localized issues. Expected answer: The drop is more pronounced in tier 2 and 3 cities. Impact on approach: I'd prioritize investigating factors unique to these regions.

  • Given the nature of rentals, I'm wondering about seasonality. How does this week's performance compare to the same period last year?

Why it matters: Seasonal trends could explain sudden changes in user behavior. Expected answer: Last year saw a slight dip, but not as significant. Impact on approach: I'd factor in seasonal effects but look for additional causes.

  • Thinking about external factors, have there been any recent changes in local transportation regulations or competitor activities?

Why it matters: External events can significantly impact user acquisition. Expected answer: A new competitor launched in some markets last week. Impact on approach: I'd analyze the impact of this new competition on our sign-ups.

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