Words That Rhyme With "Fatten" :

2 syllables:

batten, craton, flaten, flatten, gatten, Grattan, gratton, latten, paten, Paton, patten, Patton, platan, platen, platten, ratton, staten

3 syllables:

manhattan, Mountbatten