Maximizing Black Friday Sales Impact

Imagine you're part of Amazon's team as Black Friday approaches. Your role is to identify which products should be discounted to optimize profits. You have access to past pricing data for products previously on sale. How would you analyze this data to select the most profitable products to discount during Black Friday?