Cis and trans isomers have the same number of carbons and hydrogens but differ in their spatial arrangements. Cis-2-butene has substituents on the same side, while trans-2-butene has them on opposite sides. Geometric isomers exclude mirror-image arrangements and instead refer only to differences in molecular structure from bond rotations. The key difference between cis and trans isomers is the spatial arrangement of their substituents.