I would think that they market the you are attempting to target would dictate what the best platform to start would be. Without knowing your market or idea, this is impossible to say.
Both mobile and desktop apps have their benefits and traffic/search opportunities, but only if targeted correctly.
I am not sure if this helps, but without more info this is the best I can do. I am willing to chat more, if you would like.