Hood was born in Muscle Shoals, Alabama, the son of Jan Patterson Adams and David Hood, the longtime bassist of the Muscle Shoals Rhythm Section.
Hood began writing songs at the age of eight, and by the time he was 14 he was playing guitar in a local rock band.