xanthan gum, a common food additive, is the key to getting that thick, satisfying consistency. i tried making a frappuccino without xanthan gum and it came out too icy. the coffee also quickly separated from the ice. both golden syrup and xanthan gum are sold in the baking section of most grocery stores.