It's usually cheaper and more readily available online.
Especially when websites have sales, then it gets even cheaper.
I once scored a pair of Vans for $10, free shipping to Pt. Roberts.
Depending on brands and what I'm buying, I usually have a pretty good idea of my size.
In the off chance that it doesn't fit... I save it and give it away as a gift