Of course not. It is pretty universal. I only gave you essential advice on improvisation without getting too specific about any genre. The third-emphasis and arpeggio approach will make you sound like you know what chords you are playing over. Whether that’s a II - V - I or the chords to “Stairway To Heaven” don’t make a difference.