A transaction where you lied about your side of the deal is still fraud, and yes that can still be charged by the state independently.

Also conspiracy doesn't require you to be proficient at executing your plan but rather the intention and motivation and opportunity to do so. You can still shoot a gun and cause harm even if you don't know how to shoot, and there's no way to really prove you don't either.