In string topology, Sullivan introduced a coproduct on the reduced loop space homology and showed that the homology has an infinitesimal bialgebra structure with respect to the coproduct and Chas-Sullivan loop product. In this talk, I will introduce a based loop space version of Sullivan's coproduct and show some properties of the coproduct of rationally elliptic pure manifolds.