Too bad for those that ship her with the "nice guy" noble, in those kind of shojo the heroine always end with the guy that was an asshole at the start, has the most money/power, met the MC first and got the most screen time.
Nice guy never wins in shojo, they are always just stalking horses.
(and rivals are always evil and written to be easily unlikable)
I don't see why this one would change from the usual formula...