Prior Lake is a city located in Scott County, Minnesota. Prior Lake has a 2026 population of 28,018. Prior Lake is currently declining at a rate of -0.14% annually but its population has increased by 1.41% since the most recent census, which recorded a population of 27,628 in 2020.