I don't really like the female lead, she has too many assumptions even though she hasn't even read the whole novel. And she keeps badmouthing the duke even though she used him as a sugar daddy.
She is an isekai, but this one is another useless one with useless past knowledge. Yes, her family might not believe her, but now, she is already an adult, and she still is useless.