Without being fully aware of the most optimal use of your marketing money, you are famously throwing half of it away.
Marketing Mix Modeling is the best way to show the most optimal use of your marketing budget with the data you already have.
Delegate the bulk calculations to an AI-powered software
Let the data tell you what to do, so you can do what you're best at. DO IT.