When groundwater emerges at the surface with sufficient force, it erodes the landscape and forms river networks. We reproduce this process in laboratory experiments to investigate the interplay between network growth and the resulting modification of surrounding groundwater flow. We present a numerical method which reconstructs the groundwater flow in the experimental aquifer. We find that groundwater converges toward channel tips, explaining why network growth occurs preferentially at the tips.