Synonyms for Fullness (same or very similar meaning)
WordNet sense 1 (completeness over a broad scope):
comprehensivenessWordNet sense 2 (greatness of volume):
voluminousness, voluminosityWordNet sense 3 (the property of a sensation that is rich and pleasing):
mellowness, richnessFrom the ODE community, based on WordNetadd/edit