Sponsored Topics. Prosser is a city in and the county seat of Benton County, Washington, United States, along the Yakima River with only one zip code 99350. The population was 5,714 at the 2010 census. Prosser was long home to Native Americans who lived and fished along the river. They called the area Tap tut, meaning rapids.