Is left 4 dead 3 out in stores

Any rumors that you hear about Left 4 Dead 3 are absolutely wrong. The game has not been announced yet and most likely won't because Valve has never made a 3rd Installment to any of their franchises.

To answer your question, no, the game is not in retailers' possession currently.