The purpose of this paper is to establish a necessary and sufficient condition for the boundedness of general product singular integral operators introduced by Han, Li and Lin [Y. Han, J. Li and C.-C. Lin, Criterion of the L-2 boundedness and sharp endpoint estimates for singular integral operators on product spaces of homogeneous type, Ann. Sc. Norm. Super. Pisa Cl. Sci. (5) 16 (2016), no. 3, 845-907] on the multiparameter Lipschitz spaces of homogeneous type (M) over tilde = M-1 x . . . x M-n. Each factor space M-i, 1 <= i <= n, is a space of homogeneous type in the sense of Coifman and Weiss. These operators generalize those studied by Journe on the Euclidean space and include operators studied by Nagel and Stein on Carnot Caratheodory spaces. The main tool used here is the discrete Littlewood- Paley-Stein theory and almost orthogonality together with a density argument for the product Lipschitz spaces in the weak sense.