Pleasant Valley is a town located in Clay County, Texas. Pleasant Valley has a 2026 population of 359. Pleasant Valley is currently declining at a rate of -0.28% annually and its population has decreased by -0.28% since the most recent census, which recorded a population of 360 in 2020.