The doa community struggles in the competitive scene because it doesn't have even half the players of other games. Take a look at the facebook page likes for example:
Street Fighter: 2,037,711
Tekken: 3,262,759
Mortal Kombat: 5,422,560
Smash Bros: 1,535,278
Soul Calibur: 354,795
Dead or Alive...