The taxonomy of bats, according to the Integrated Taxonomic Information System (ITIS), is: 1  Kingdom: Animalia. 2  Phylum: Chordata. 3  Subphylum: Vertebrata. 4  Class: Mammalia. 5  Order: Chiroptera. 6  Suborder: Megachiroptera, Microchiroptera.