if I remember correctly, Scarlet was actually looking for huge materia for the ultimate secret weapon, which I don't think was the rocket at that time. Yes, because at that time Meteor wasn't launched. You go to Gongaga before Aeris dies, therefore it was not in use for beyond earth.
