Will aerating the water in my aquarium raise pH?

I have a water swirl that I use to aerate my drinking water which produces great-tasting water. I maintain a small aquarium at home and I usually use tap water for it. I recently took an interest in providing my fish with optimum pH water although I'm not sure if using aerated water for the aquarium will not make it too alkaline.