Fatty acid tails are long hydrocarbon chains that form the hydrophobic part of lipid molecules, particularly phospholipids. These tails play a critical role in forming the structure of cell membranes, contributing to their fluidity and functionality by interacting with other lipid molecules and water in the environment.