Pharmacophores aid in drug discovery by enabling the identification of lead compounds through virtual screening of chemical libraries. This process reduces the time and cost associated with experimental screening. By focusing on the key features of interactions, pharmacophores help in refining compounds to achieve better efficacy and reduced toxicity.