According to The Good Stuff Songfacts, the song was inspired by a security guard that Chesney and co-writer Craig Wiseman knew who had lost his wife to cancer.
Well, me and my lady had our first big fight
So I drove around till I saw the neon light
The corner bar. It just seemed right so I pulled up.
Not a soul around but the old bar keep