There are exceptions, but songs that explicitly sing about loving rock, rock'n'roll or metal are generally shite. So if the genre name is mentioned in a "god, we love that sort of music" way, then it's almost certainly gonna be a bad song.
Also, leather, leather jackets, motorbikes, fast cars, etc... bikie/petrolhead songs are by and large garbage.