Ah so, A3 plus didn't mean A3 and above? 😀
I went back to the online service I used just to test and I found that using a bigger size like A2 for example just stretched the image out to fit paper. There were no options to prevent this. Is there some measurement options I need to consider when exporting/saving my design in Photoshop?