Invariant mass distribution of reconstructed $\pi^0$ mesons in MC simulations. Contributions from pure photon pairs as well as from clusters which contain converted photon contributions are shown separately for $B =$ 0.5 T (left), $B =$ 0.2 T (middle) and $B =$ 0 T (right) for pp collisions at $\sqrt{s}=13$ TeV.