Process for producing a chocolate or chocolate-like product comprising mixing together components of chocolate or chocolate-like product to give a flowable powder mixture, and feeding the flowable powder mixture to a roller compactor whereby the powder mixture is compressed to give the chocolate or chocolate-like product. The process can produce a chocolate or chocolate-like product comprising a compressed mass of particles of chocolate components.