Keep in mind that if you don't have resources next to your starting location, it's extremely likely that you have resources there that unlock later in the game. While this could be as late-game as aluminium, it could also simply be horses or iron.
Either way, it shouldn't be much of a problem. As long as you use the close river/mountain range/coast to help your defense, you should be able to survive any early rushes by the AI.