Used as an exclamation to express enthusiastic approval, encouragement, or excitement.
"'Rock on!' the crowd shouted as the band took to the stage."
Rock on, Tommy!
— Slade, 'Cum On Feel the Noize' era / widely attributed catchphrase; also title of the 1973 David Essex song 'Rock On'