We investigate the thermodynamic formalism for recurrent potentials on group
extensions of countable Markov shifts. Our main result characterises recurrent
potentials depending only on the base space, in terms of the existence of a
conservative product measure and a homomorphism from the group into the
multiplicative group of real numbers. We deduce that, for a recurrent potential
depending only on the base space, the group is necessarily amenable. Moreover,
we give equivalent conditions for the base pressure and the skew product
pressure to coincide. Finally, we apply our results to analyse the Poincar\'e
series of Kleinian groups and the cogrowth of group presentations