Robinson was born on July 3, 2000, in Frankfort, Kentucky, United States. He attended Western Hills High School in Frankfort, where he excelled in football, track, and basketball. As a standout athlete in high school, Robinson received offers from several top college football programs before ultimately committing to the University of Nebraska.