Album Compilation | Music Distribution Services | Su... These are comps that gather together an artist’s or a group’s best-known songs. If the artist or group continues to record, compilers commonly include one or more previously unreleased tracks as an incentive for fans to buy the album, even if they already have the other material on the compilation.