In this work, we characterize all the point processes $θ=\sum_{i\in \mathbb{N}} δ_{x_i}$ on $\mathbb{R}$ which are left invariant under branching Brownian motions with critical drift $-\sqrt{2}$. Our characterization holds under the only assumption that $θ(\mathbb{R}_+)<\infty$ almost surely.