What factors are causing the sudden decline in usage of Qonto's expense management feature among SME customers this quarter?

Introduction

The sudden decline in usage of Qonto's expense management feature among SME customers this quarter is a critical issue that requires 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 for our product and business.

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 core functionality, break down the relevant metrics, and formulate data-driven hypotheses. Through rigorous root cause analysis and validation, we'll develop a comprehensive plan to address the issue and prevent future occurrences.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this decline been observed in previous quarters or is it unique to this one?

Why it matters: Helps distinguish between cyclical patterns and new issues. Expected answer: No previous seasonal patterns observed. Impact on approach: If seasonal, we'd focus on anticipating and managing cyclical changes.

• Considering the specificity to SME customers, I'm wondering about potential changes in the competitive landscape. Have there been any significant moves from competitors targeting this segment recently?

Why it matters: Identifies external pressures that might be affecting user behavior. Expected answer: No major competitive shifts noted. Impact on approach: If competition is a factor, we'd need to reassess our value proposition and market positioning.

• Given the focus on the expense management feature, I'm curious about any recent updates or changes to this specific functionality. Have there been any notable product changes or updates to this feature in the past quarter?

Why it matters: Pinpoints internal factors that could be driving the usage decline. Expected answer: Minor UI updates were implemented. Impact on approach: If recent changes are involved, we'd prioritize reviewing and potentially rolling back these updates.

• Considering the potential for data anomalies, I'd like to confirm the integrity of our tracking systems. Have there been any changes to how we measure or define usage for this feature?

Why it matters: Ensures we're working with accurate data and not chasing a non-existent problem. Expected answer: No changes to measurement systems or definitions. Impact on approach: If measurement issues are found, we'd need to recalibrate our data collection before proceeding with further analysis.