Many applications give rise to separable parameterized equations of the form A(y,mu)z+b(y,mu)=0, where yinmathbbRn, zinmathbbRN and the parameter muinmathbbR; here A(y,mu) is an (N+n)imesN matrix and b(y,mu)inmathbbRN+n. Under the assumption that A(y,mu) has full rank we showed in [21] that bifurcation points can be located by solving a reduced equation of the form f(y,mu)=0. In this paper we extend that method to the case that A(y,mu) has rank deficiency one at the bifurcation point. At such a point the solution curve (y,mu,z) branches into infinitely many additional solutions, which form a straight line. A numerical method for reducing the problem to a smaller space and locating such a bifurcation point is given. Applications to equilibrium solutions of nonlinear ordinary equations and solutions of discretized partial differential equations are provided