  We numerically study the existence of travelling breathers in Klein-Gordon
chains, which consist of one-dimensional networks of nonlinear oscillators in
an anharmonic on-site potential, linearly coupled to their nearest neighbors.
Travelling breathers are spatially localized solutions having the property of
being exactly translated by $p$ sites along the chain after a fixed propagation
time $T$ (these solutions generalize the concept of solitary waves for which
$p=1$). In the case of even on-site potentials, the existence of small
amplitude travelling breathers superposed on a small oscillatory tail has been
proved recently (G. James and Y. Sire, to appear in {\sl Comm. Math. Phys.},
2004), the tail being exponentially small with respect to the central
oscillation size. In this paper we compute these solutions numerically and
continue them into the large amplitude regime for different types of even
potentials. We find that Klein-Gordon chains can support highly localized
travelling breather solutions superposed on an oscillatory tail. We provide
examples where the tail can be made very small and is difficult to detect at
the scale of central oscillations. In addition we numerically observe the
existence of these solutions in the case of non even potentials.
