The scaffold network approach explores the scaffold space more exhaustively and supports the identification of areas that a specific compound set does not cover. In addition, more virtual scaffolds can be identified, i.e. scaffolds that are only generated as a result of scaffold dissection and do not appear directly as original scaffolds in the given molecular structures.