 The study compares the electronic and optical properties of graphene nanoribbons with coronene and ovaline molecules, and their silicon atoms substituted counterparts using density functional theory, DFT, and time-dependent DFT, finding a general reduction in the fundamental gap and a redshift of the optical onset after chemical modification. This article was authored by P. Mocchi, Akkadia, and G. Cappellini.