 pleasant valley is a city in clay county, missouri, united states. the population was 2,961 at the 2010 census. ==geography== pleasant valley is located at  (39.220371, -94.477978). according to the united states census bureau, the city has a total area of , all of it land.
Cities_in_Clay_County,_Missouri Kansas_City_metropolitan_area