What factors led to a 30% decrease in in-app purchases for Games24x7's Fantasy Cricket during the recent IPL season?

Introduction

A 30% decrease in in-app purchases for Games24x7's Fantasy Cricket during the recent IPL season is a significant issue that requires thorough investigation. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods and next steps.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this might be related to the IPL season itself. Has there been any change in the IPL format or schedule compared to previous years?

Why it matters: Changes in the IPL structure could directly impact user engagement and purchase behavior. Expected answer: No significant changes to the IPL format. Impact on approach: If there were changes, we'd need to analyze how they affected user behavior and adjust our product accordingly.

• I'm curious about the user segments affected. Has the decrease been uniform across all user types, or are certain segments (e.g., high-value users, new users) more impacted?

Why it matters: Understanding which segments are most affected will help focus our investigation and potential solutions. Expected answer: The decrease is more pronounced among casual users. Impact on approach: We'd need to investigate factors specifically affecting casual users' engagement and purchase decisions.

• Considering potential system issues, have there been any recent updates to the app or backend systems that coincide with the decrease in purchases?

Why it matters: Technical issues could be a direct cause of the decrease in purchases. Expected answer: A minor app update was released just before the IPL season. Impact on approach: We'd need to thoroughly review the update for any unintended consequences on the purchase flow.

• Regarding competitive landscape, have there been any significant changes or new entrants in the fantasy cricket market during this period?

Why it matters: Increased competition could explain a shift in user behavior. Expected answer: No major new competitors, but existing ones have increased marketing spend. Impact on approach: We'd need to analyze our market position and potentially adjust our value proposition or marketing strategy.