The Ablowitz-Ladik lattice has a two-parameter family of travelling breathers. We derive a necessary condition for their persistence underperturbations of the system. From this we deduce non-persistence for a varietyof examples of perturbations. In particular, we show that travelling breathersdo not persist under many reversible perturbations unless an additional symmetry is preserved, and we address the case of Hamiltonian perturbations.