Responsiveness refers to marketing’s ability to “move the needle” on the attitude metric. In this context, different marketing actions will likely have different responsiveness. For example, advertising is known to be better at inducing trial purchases than repeat purchases (Deighton, Henderson and Neslin 1994), so an awareness metric may be more responsive to it than a preference metric. Not accounting for responsiveness potentially ignores marketing’s role in shaping consumer attitudes.