Matteo demonstrated his talent at an early age, winning multiple Italian karting championships. He soon caught the eye in Formula racing too, where his achievements included victory in his first race with the new car. At the age of 15, Nannini made his debut in the Arabian Formula 4 UAE Championship in 2019 and promptly racked up a further six victories en route to winning the title.