City of Temple Terrace (Florida) | Business Tax Receipt Application, Business License Application, Occupational License Application. If you have questions, contact the City of Temple Terrace at 813-506-6420. If you plan to open a new business in the City you are required to complete this application and may be required to obtain a County business tax receipt.