The Director of Public Service shall cause an investigation to be made of the premises for which such permit is sought. When such an investigation is completed, the application with the report of the investigation shall be submitted to the Planning Commission. If found to comply in all respects with the terms of this chapter, the Planning Commission may recommend the granting of the permit; otherwise, it shall recommend rejection of such application.