Now that we understand the difference between cacao and cocoa, where does chocolate fit into the picture? Chocolate is made from cocoa powder mixed with other products, such as milk, sugar, and cream. Depending on the type of chocolate and where you buy it from, there may be other ingredients mixed in, such as almonds, cranberries, sea salt, etc.