What caused the sudden 30% decrease in new merchant signups for Cashfree's Payouts API service this month?

Introduction

The sudden 30% decrease in new merchant signups for Cashfree's Payouts API service this month 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 and long-term implications.

My analysis will follow a structured framework, beginning with clarifying questions to gather essential context, followed by a thorough examination of potential external factors. I'll then delve into the product's user journey, break down the metric in question, and formulate data-driven hypotheses. Through rigorous root cause analysis and validation, we'll develop a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the onboarding process. Has there been any modification to the signup flow in the past month?

Why it matters: Changes in the user experience could directly impact signup rates. Expected answer: Yes, we updated the KYC verification step. Impact on approach: If confirmed, we'd focus on analyzing the new KYC process.

• Considering the specificity of the decrease, I'm wondering about our measurement accuracy. Has there been any change in how we track or define new merchant signups?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in tracking methods. Impact on approach: If unchanged, we'd rule out measurement issues and focus on actual signup barriers.

• Given the significant drop, I'm curious about any recent marketing changes. Have we altered our marketing strategies or reduced our acquisition efforts recently?

Why it matters: Marketing efforts directly influence new signups. Expected answer: Marketing spend was reduced by 20% last month. Impact on approach: If confirmed, we'd investigate the correlation between marketing spend and signup rates.

• Considering potential external factors, I'm wondering about any new regulations or compliance requirements. Have there been any regulatory changes affecting payment service providers in our key markets?

Why it matters: Regulatory changes can significantly impact merchant willingness to sign up. Expected answer: No major regulatory changes. Impact on approach: If no changes, we'd focus more on internal factors and competitive landscape.