Geometric isomers are compounds that have the same molecular formula and bonding but different spatial arrangements of atoms. They can exist as cis or trans isomers depending on whether substituents are on the same or opposite sides of a bond. Cis-2-butene and trans-2-butene were used as examples, with the hydrogen atoms having different orientations around the central double bond, resulting in shapes that are semi-hexagonal or zig-zag respectively.