Complex networks are characterized by latent geometries induced their topology or the dynamics on them. In latter case, different network-driven processes induce distinct geometric features that can be captured adequate metrics. Random walks, a proxy for broad spectrum of processes, from simple contagion to metastable synchronization and consensus, have been recently used, Domenico [Phys. Rev. ...