I do something similar when going around and about in the UK (and to a lesser degree Malta when I happen to be there). I like to visit random places, seeking out locations off the touristy paths. One particular search has helped me over the years: "pubs near me".

Local pubs, even those part of a large chain, tend to give a nice feel of the region and the people who live there. And you can learn interesting details about the local history.