This case tests optimization and cannibalization concepts by requiring candidates to evaluate multiple product/service options across financial, operational, and time-constraint dimensions. The core analytical skill involves calculating profit-per-hour metrics to identify the optimal portfolio mix that meets Katherine's profitability and time constraints while minimizing negative impacts on her existing social media revenue.