Frankl's union-closed sets conjecture states that in every finite unionclosed set of sets, there is an element that is contained in at least half of the member-sets (provided there are at least two members). The conjecture has an equivalent formulation in terms of graphs: In every bipartite graph with least one edge, both colour classes contain a vertex belonging to at most half of the maximal stable sets.We prove that, for every fixed edge-probability, almost every random bipartite graph almost satisfies Frankl's conjecture.