A Gotzmann monomial ideal of a polynomial ring is a monomial ideal which is generated in one degree and which satisfies Gotzmann's persistence theorem. Let R = K[x(1),..., x(n)] denote the polynomial ring in n variables over a field K and M-d the set of monomials of R of degree d. A subset V subset of M-d is said to be a Gotzmann subset if the ideal generated by V is a Gotzmann monomial ideal. In the present paper, we find all integers a > 0 such that every Gotzmann subset V C Md with vertical bar V vertical bar = a is lexsegment (up to the permutations of the variables). In addition, we classify all Gotzmann subsets of K [x(1), x(2), x(3)].