Servosol do an aerosol called "Label Remover", the can top has a small brush attached. Works very well on paper based labels - you wet them with it and leave for a few mins then they peel off clean.
It has a strong citrus smell so could well be based on the same stuff. I expect that CPC or Maplin will do it.