Can you find preloaded 500 A-Square ammunition at the store like a production round?

VERY unlikely- but a gun store can order it, or you can order it from A square IF you live in a state that does not prohibit on line ammo sales. It is a proprietary cartridge made by necking up .460 brass. You also will find few stores that carry .700 Nitro Express- for the same reasons.