Comparing multiple price options for many customers algorithmically

Question

We have 1,000,000 customers. The cost of goods sold for each of them can be expressed as price A or price B.

Price A << Price B.

Price A and Price B are no

Answer 1

Restated in a much easier way elsewhere.

Searching for the best fit price for multiple customers