A method and system for automatically generating a naturally reading narrative product summary including assertions about a selected product. In one embodiment, the method includes the steps of determining at least one attribute associated with said specific product; selecting an alternative product based on said at least one attribute; and generating a naturally reading narrative including assertions about the specific product and a recommendation of the alternative product.