We define branch products relations, a new product construction. Branch product relations generalize direct products, lexicographic products, and ordered sums. We investigate criteria for various properties of relations to be preserved by branch products, focusing on branch products over trees. Among our nicer results are the preservation of poset dimension and various order-completeness proper...