Property taxes will eventually get you, but if the bookstore owns the building its in, it will (almost by definition) be able to sell for millions and move elsewhere, if it wants to.
Usually (in my experience) it survives until the owner retires or dies, and then disappears.
Usually (in my experience) it survives until the owner retires or dies, and then disappears.