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Product Management Root Cause Analysis Question: Investigating sudden decrease in Razorpay merchant signups

What caused the sudden 30% decrease in new merchant sign-ups on the Razorpay payment gateway?

Data Analysis Problem Solving Strategic Thinking Fintech E-commerce SaaS
Data Analysis Product Metrics User Acquisition Fintech Root Cause Analysis

Introduction

The sudden 30% decrease in new merchant sign-ups on the Razorpay payment gateway is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for our product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into our product, user journey, and metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose a comprehensive plan for validation and resolution.

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 recent change. When exactly did we notice this 30% decrease?

Why it matters: Helps pinpoint potential causes and narrows the investigation timeframe. Expected answer: Within the last week or month. Impact on approach: A sudden drop suggests an acute issue, while a gradual decline might indicate a broader trend.

  • Considering user segments, I'm curious if this affects all merchant types equally. Have we seen any differences in sign-up rates across various merchant categories or sizes?

Why it matters: Identifies whether the issue is universal or specific to certain user groups. Expected answer: The decrease is more pronounced in small to medium-sized businesses. Impact on approach: Would focus our investigation on factors specifically affecting SMBs.

  • Thinking about recent changes, were there any significant updates to the onboarding process or payment gateway integration in the past month?

Why it matters: Could directly link the issue to recent product or system changes. Expected answer: A new KYC verification step was added two weeks ago. Impact on approach: Would prioritize investigating the impact of this new step on sign-up completion rates.

  • Regarding competitive landscape, have there been any notable moves from our competitors recently, such as promotional offers or new features?

Why it matters: External factors could be drawing potential merchants away. Expected answer: A major competitor launched a fee-free first month promotion. Impact on approach: Would consider both our product offering and market positioning in the analysis.

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