Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from Florence, South Carolina to Chattanooga as you normally would.
These are just IATA (International Air Transport Association) codes. They are used in aviation to identify and differentiate airports. That’s why a Florence Airport to Chattanooga Lovell Field Airport flight would often be abbreviated as a FLO to CHA flight.