The closest Supermarket to Pop I believe would be Publix, it's approx 4 miles from the farthest point in Pop. That should be about a $10-12 cab each way + tip.
It is a very nice and large store with good prices, I'm sure they will have everything you might need and then some. We use it exclusively.