Why has customer engagement with Starling Bank's in-app budgeting tools decreased by 25% over the past quarter?

Introduction

The recent 25% decrease in customer engagement with Starling Bank's in-app budgeting tools over the past quarter is a significant concern that requires thorough investigation. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the product and our users.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Have we seen similar engagement drops in previous years during this quarter?

Why it matters: Helps distinguish between cyclical patterns and genuine product issues. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on adapting our strategy; if not, we'd dig deeper into product-specific factors.

• Considering user segments, I'm curious about the distribution of this engagement drop. Is the 25% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Identifies whether the issue is widespread or concentrated in specific user groups. Expected answer: The decrease is more pronounced among younger users (18-30). Impact on approach: We'd tailor our investigation and solutions to the most affected segments.

• Thinking about recent changes, have there been any significant updates to the budgeting tools or the app's UI in the past quarter?

Why it matters: Helps pinpoint if recent changes might have inadvertently caused the engagement drop. Expected answer: A minor UI update was rolled out two months ago. Impact on approach: We'd scrutinize the impact of these changes on user behavior and engagement.

• Considering external factors, has there been any shift in the competitive landscape or new financial management tools introduced by other banks recently?

Why it matters: Assesses whether external market forces are influencing user behavior. Expected answer: A major competitor launched an AI-powered budgeting feature last month. Impact on approach: We'd analyze our product's positioning and unique value proposition in light of new competition.