What caused the sudden 40% decrease in in-app purchases on Gameskraft's Poker Dangal platform last week?

Introduction

The sudden 40% decrease in in-app purchases on Gameskraft's Poker Dangal platform last week 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 the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product ecosystem, user journey, and relevant metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and next steps.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be related to a recent product update. Has there been any significant change to the app or in-app purchase flow in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a UI update to the purchase flow. Impact on approach: If yes, we'd focus on the changes made and their potential impact.

• Considering user segments, I'm wondering if this decrease is uniform across all user types. Can you provide a breakdown of the decrease by user segments (e.g., new vs. returning, high-value vs. low-value players)?

Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The decrease is more pronounced among high-value players. Impact on approach: If segmented, we'd prioritize investigating the most affected group.

• Given the nature of in-app purchases, I'm curious about any changes in the game economy. Have there been any modifications to the virtual goods or currency systems recently?

Why it matters: Changes in perceived value could significantly impact purchase behavior. Expected answer: No recent changes to the game economy. Impact on approach: If no changes, we'd look more closely at external factors or technical issues.

• Considering potential technical issues, I'm wondering about the stability of the payment system. Have there been any reported errors or increased failure rates in the payment process?

Why it matters: Technical issues can directly impact purchase completion rates. Expected answer: There have been some reports of payment failures. Impact on approach: If yes, we'd prioritize investigating the payment infrastructure and error logs.