Nature Catalysis, Published online: 23 July 2026; doi:10.1038/s41929-026-01577-w Chemoenzymatic peptide functionalization requires potent biocatalysts. Now, a rapid screening platform is developed to expand the underexplored diversity of the enzyme family of prenyltransferases, providing a broadly feasible approach to facilitating the discovery of biocatalysts.