The group of divisibility of an integral domainis the multiplicative group of nonzero principal fractional ideals ofthe domain and is a partially ordered group under reverse inclusion. We study the group of divisibility of a finite intersection of valuation overrings of polynomial rings in at most three variables and we classify all semilocal lattice-ordered groups which are realizable over k[x1,x2,...,xn] for n≤3.