A son of Gun Runner, Bullard was purchased at the 2023 Keeneland September Yearling Sale. Trained by Mike McCarthy, he is owned by St. Elias Stable, Talla Racing, Three Chimneys Farm, and West Point Thoroughbreds.

He broke his maiden at first asking before winning the 2024 Bob Hope Stakes (G3) at Del Mar.