Understanding the charge separation mechanism in organic photovoltaic cells (OPVs) could facilitate optimization of their overall efficiency. Here, we report the time dependence of the separation of photogenerated electron hole pairs across the donor-acceptor heterojunction in OPV model systems. By tracking the modulation of the optical absorption due to the electric field generated between the charges, we measure ~200 meV of electrostatic energy arising from electron-hole separation within 40 fs of excitation, corresponding to a charge separation distance of at least 4 nm. At this separation, the residual Coulomb attraction between charges is at or below thermal energies, so that electron and hole separate freely. This early time behavior is consistent with charge separation through access to delocalized π electron states in ordered regions of the fullerene acceptor material.