Clermont, FL. Sponsored Topics. Clermont is a city in Lake County, Florida, United States, west of Orlando. The population was 13,100 in 2008. The city is essentially residential in character and its economy is centered in retail trade, lodging, and food and beverage establishments, which are tourism oriented.