Any process that results in a change in state or activity of a cell or an organism (in terms of movement, secretion, enzyme production, gene expression, etc.) as a result of an aromatase inhbitor stimulus. Anastrozole, exemestane, and letrozole are aromatase inhibitors used as adjuvant endocrine therapies.