Marketing Budget Allocation

Imagine you are the data scientist in charge of the marketing and advertising sector of your organization. The head of marketing is eager to explore several new advertising avenues, including: - YouTube advertisements - Google search promotions - Facebook marketing - Direct mail initiatives How would you structure an A/B test to ensure the marketing budget is utilized as efficiently as possible across these new channels?