when to start shopping?

hi, just found out baby gender yesterday and i am super excited. i'm 22weeks+ isit too soon to start buying anything? what should i buy first and when is the best time? i'm still feeling tired most of the time and cant walk much without feeling dizzy. second baby but first one was 7years ago so totally forgot abt everything 😅#pleasehelp