The cost of merchandise sold is the cost of items that have been sold by store owner/retailer/ etc; . They do not manufacture their own goods but they instead would be buying the goods from 3rd parties and selling the items then to their customers.
Hope this helped :)
Your answer for the blank should be merchandising