A high moisture, high fiber baked product is provided comprising a high moisture baked component, such as a bread component, comprising a crystalline polysaccharide of a type and amount effective to increase total dietary fiber content retention and reduce firmness as determined by penetration and compression force, of the high moisture baked component as compared to a similar baked product lacking the crystalline polysaccharide. Improved moisture retention can also be obtained. Bread doughs containing the selected crystalline polysaccharide materials and methods of making food products incorporating the dough are also provided.