Two of my favorites, from my home state of Louisiana:
Just outside the city of West Monroe:
EXIT: WELL ROAD
Hospital Next Right
and just west of Minden, LA, on the I-20
Goodwill Road
Ammunition Plant
That one actually made it into the National Enquirer many years ago.