Preliminary testing of the enhancements employed AiZynthFinder version 3.7. Our initial implementation contained a cut-off number in the configuration, allowing a cap on the number of templates suggested per state, and thus a cap on the branching factor of the search tree. However, most of our tests used version 4.3, after an update to the codebase was released in 2024. Within this update, the cut-off number was removed to allow for all templates to be eligible for selection if suitable. We re-implemented a branching factor limit, because one of our proposed enhancements requires a strict branching factor.