Take the plunge.
At one time there were some of those, now I just have no freakin’ shame. ;’)
In the past, my guilty pleasures (as they’re usually termed) were a tune here and there by bands I can’t stand.
A song which sucks but which I always crank — “Chevy Van”. That song sucks so hard, the entire Electrolux factory moved a thousand miles.