The present invention relates to the use of a fat composition in a dough for bakery products. In addition, the present invention relates to a process for the preparation of bakery products, comprising preparing a dough by mixing flour, fat, sugar, salt, water and optional other dough constituents forming said dough into a desired shape and baking the shaped dough.