What factors are contributing to the sudden 30% decrease in new client acquisitions for MiQ's Connected TV advertising solutions this quarter?

Introduction

The sudden 30% decrease in new client acquisitions for MiQ's Connected TV advertising solutions this quarter is a critical issue that demands 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.

My analysis will follow a structured framework, beginning with clarifying questions to gather essential context, followed by a thorough examination of external factors, product understanding, metric breakdown, and data-driven hypothesis formation. We'll then conduct a root cause analysis, propose validation methods, and outline a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this 30% decrease been compared to the same quarter last year?

Why it matters: Seasonal fluctuations could explain the decrease and impact our approach. Expected answer: Yes, it's been compared and is still significantly lower. Impact on approach: If seasonal, we'd focus on year-over-year trends rather than quarter-over-quarter.

• Considering the metric specificity, I'm curious about the definition of "new client acquisitions." Has there been any recent change in how this metric is calculated or tracked?

Why it matters: Changes in metric definition could artificially inflate the decrease. Expected answer: No changes in the metric definition or tracking system. Impact on approach: If changed, we'd need to recalculate using consistent methods before proceeding.

• Given the magnitude of the decrease, I'm wondering if this affects all client segments equally. Can you provide a breakdown of the decrease across different client types or sizes?

Why it matters: Identifying affected segments could point to specific issues or market changes. Expected answer: The decrease is more pronounced in small to medium-sized businesses. Impact on approach: We'd focus our investigation on factors specifically impacting SMBs.

• Considering potential product changes, have there been any significant updates to the Connected TV advertising solutions in the past quarter?

Why it matters: Recent changes could have unintended consequences on client acquisition. Expected answer: A new targeting algorithm was implemented last month. Impact on approach: We'd prioritize investigating the impact of this new algorithm on client acquisition.