The singularities of a 3R robot are usually determined, in terms of its joint angles, from the determinant of its Jacobian which can then be mapped onto the robot's workspace through its forward kinematics. The presence of cusps in these singularity plots permits to change robot's posture without meeting a singularity and hence their relevance. This paper shows how, using Distance Geometry, the singularities in the workspace of a 3R robot can be represented as an octic curve of the form 4δ 1 δ 3 − δ 2 2 = 0, where δ i , i = 1, 2, 3, are quartic polynomials and, what is more important, its cusps correspond to those points in which δ 2 = δ 3 = 0. This leads to important simplifications over previous approaches.