In this paper we give an algorithm for computing the conjugacy growth series for a right-angled Artin group, based on a natural language of minimal length conjugacy representatives. In addition, we provide a further language of unique conjugacy geodesic representatives of the conjugacy classes for a graph product of groups. The conjugacy representatives and growth series here provide an alternate viewpoint, and are more amenable to computational experiments compared to those in our previous paper [6].Examples of applications of this algorithm for right-angled Artin groups are provided, as well as computations of conjugacy geodesic growth growth series with respect to the standard generating sets.