Why has customer engagement with Airship's in-app messaging feature declined by 20% quarter-over-quarter?

Introduction

The 20% quarter-over-quarter decline in customer engagement with Airship's in-app messaging feature is a significant 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 the product and business.

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 years during the same quarter?

Why it matters: Seasonal patterns could explain the drop and inform our solution approach. Expected answer: No, this decline is unprecedented for this quarter. Impact on approach: If seasonal, we'd focus on adjusting expectations and strategies for this period.

• Considering user segments, I'm curious about the distribution of the decline. Is the 20% drop uniform across all user segments, or are certain groups more affected?

Why it matters: Identifying specific affected segments could pinpoint the root cause more accurately. Expected answer: The decline is more pronounced in newer users, with a 30% drop compared to 15% for long-term users. Impact on approach: We'd prioritize investigating onboarding processes and new user experience.

• Thinking about recent changes, have there been any significant updates to the in-app messaging feature or related systems in the past quarter?

Why it matters: Recent changes could directly correlate with the engagement decline. Expected answer: A new UI for the messaging feature was rolled out six weeks ago. Impact on approach: We'd focus on analyzing the impact of the UI change on user behavior.

• Regarding measurement accuracy, has there been any change in how we track or define customer engagement with in-app messaging?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement or definition. Impact on approach: Confirms the decline is real and not a result of measurement discrepancies.