Gas station expert witnesses assess the design, operation, and maintenance of fueling facilities, convenience stores, and forecourt areas. They are often petroleum engineers, safety consultants, or retail operations managers who evaluate fuel dispensing systems, fire and spill prevention measures, security protocols, and adherence to industry and environmental standards.