No permit for erection, construction, alteration, extension, enlargement, movement, remodeling, conversion, removal, destruction or repair of any building shall be issued until a certificate of zoning compliance has been duly issued in accordance with the provisions of this chapter. The certificate of zoning compliance shall be issued by the administrative official, stating that the proposed use of the building or land conforms to the requirements of this chapter and adequate planning standards. No certificate of zoning compliance shall be issued by the administrative official unless the application for the said certificate is in conformity with all the provisions of this chapter or has been duly exempted by variance.