We study the Obata equation with Robin boundary condition, as well as non-vanishing Neumann boundary condition, and can extend Obata's rigidity theorem to compact manifolds with boundary. As an application, we consider the equality case of the first eigenvalue estimate of the Laplacian with Robin boundary condition under some natural geometric hypothesis. This is joint with Mijia Lai and Fang Wang.