Several factors influence athletes' choice of personal trainers, including expertise, training philosophy, and personal rapport. Athletes often seek trainers with experience in their sport, a tailored approach, and an understanding of their specific goals. Positive recommendations and effective communication also play essential roles in establishing a successful athlete-trainer relationship.