A photo composition system applies digital watermarks such as glossmarks and correlation marks to a user's image to produce a marked version of the image. A compatibility measure is computed and presented to the user as an aid in mark selection or the decision to even apply a mark to the image. Compatibility measures can be improved by automated image enhancement processes that adjust the image to be more compatible with the mark.