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Product Management Root Cause Analysis Question: Investigating sudden drop in Careem PAY user registrations

What caused the sudden 30% decrease in new user registrations for Careem PAY in Saudi Arabia yesterday?

Data Analysis Problem Solving Product Strategy Fintech Ride-hailing Digital Payments
Data Analysis Product Metrics User Acquisition Fintech Root Cause Analysis

Introduction

The sudden 30% decrease in new user registrations for Careem PAY in Saudi Arabia yesterday is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address 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 this could be a localized issue. Has this decrease been observed in other markets where Careem PAY operates?

Why it matters: Understanding the geographical scope helps determine if it's a Saudi-specific problem or a broader system issue. Expected answer: No, it's only observed in Saudi Arabia. Impact on approach: If confirmed, we'll focus on Saudi-specific factors rather than global system changes.

  • Considering the magnitude of the drop, I'm wondering about recent changes. Were any significant updates or modifications made to the Careem PAY system in the past week?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: A minor UI update was rolled out two days ago. Impact on approach: If confirmed, we'll prioritize investigating the impact of this update on user registration flow.

  • Given the specificity of "new user registrations," I'm curious about other metrics. Have we seen any changes in existing user engagement or transaction volumes?

Why it matters: This helps determine if the issue is isolated to new user acquisition or if it's part of a broader trend. Expected answer: Existing user metrics remain stable. Impact on approach: If confirmed, we'll focus specifically on the new user registration funnel rather than overall platform performance.

  • Considering potential external factors, I'm thinking about regulatory changes. Have there been any recent announcements or changes in Saudi Arabia's fintech regulations?

Why it matters: Regulatory changes can significantly impact fintech products, especially in terms of user onboarding. Expected answer: No recent regulatory changes have been announced. Impact on approach: If confirmed, we'll shift focus from external regulatory factors to internal product and technical issues.

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