Couple percent is a pretty good average if you're looking at large retailers (like walmart's overall sales) - those margins get even slimmer if you're talking about regional chains or high-volume stores (like how amazon often runs on sub-1% margins). Even a very liberal estimate of 5% isn't lucrative enough to take the risk of being in an "impoverished" area of town.