The geometry of coordination compounds is determined by the spatial arrangement of ligands around the central metal atom, which is influenced by factors such as the coordination number, the size and charge of the ligands, and the electronic configuration of the metal. Common geometries include linear, tetrahedral, square planar, and octahedral, each imparting specific chemical and physical properties to the compound.