You're right. Everyone is most probably exaggerating. It's not as much scary as I expected it to be. Using weird loud noises doesn't make something scary.
I'd like to say even a year later that it's fine, horror is subjective. If it's scary to someone, it is. If it's not scary to you, it isn't. No one is special. Horror is subjective.