Cookie butter is made by creaming speculoos cookies. They are European spiced cookies made with spices like cardamom, cinnamon, ginger, and ground anise. They're crunchy and have the color of gingerbread cookies. The Biscoff brand is most common, but you can use other brands or even make it yourself at home.