In the present invention side streams of berry industry are exploited, especially the press cake obtained when pressing juice from lingonberry. In specific, the dried fibrous part of the press cake, i.e. lingonberry fiber powder, is used as a raw material in producing ingredients which are useful in cosmetic compositions.