But it has been proven that bacteria and viruses exist, because modern equipment allows them to be seen. The naked eye couldn't see them but evidence of their existence is there. So this argument won't sway skeptics, since they already have the Flying Spaghetti Monster as a counterargument.
I'm not an atheist, just pointing out that the analogies don't hold up.