Appeals will have to climb the judicial ladder eventually, no?
Appeals of any conviction, should there be one, will do so. But Trump agreed to this, so there will be none on this matter.
No - if it is in state court, that is where it would stay for the appeals process. “Appeals” do not go to the Federal court system in general, though the US Supreme Court can take appeals from rulings of a State Supreme Court.