For a business that offers customers a store where product can be purchased and picked up or a delivery service that can ship the product directly to the customer, which of the following would most likely be the best cost allocation base for distribution costs?

A. Electricity costs for the period

B. number of customer service phone calls and emails per period

C.Number of products sold

D.number of pounds of product shipped or delivered