Pleasant Valley is a city located in Clay County, Missouri. Pleasant Valley has a 2026 population of 2,750. Pleasant Valley is currently growing at a rate of 0.73% annually and its population has increased by 0.04% since the most recent census, which recorded a population of 2,749 in 2020.