In addition to improving the synthetic efficiency, the template method can do a lot more in the chemistry of polyoxopalladates (POPs), such as the establishment of novel metal-oxo scaffolds. In this endeavor, a binary system comprising heterogroups of nonmetallic {As/SiO 4 } and metallic {VO 4/5 } successfully fulfills the templated growth of two POPs with unprecedented seesaw- and spindle-like prototypes. Of these, self-aggregation of heterogroups beacons an effective route to break the highly symmetrical Pd II -oxo matrix and to force the arrangement of addenda in a nonconventional manner. Aside from the interest in their structural features, the as-made POPs are available for immobilization on the mesoporous SBA-15 as precatalysts for ammonia synthesis. The outer cover of heterogroups in the POP precursors contributes to the ultrafine size and uniform distribution of derived Pd 0 nanoparticles (PdNPs). With the help of plasma activation on H 2 and N 2 , such PdNPs-SBA15 catalysts significantly improve the production performance of NH 3 , showcasing the maximum synthesis rate of 64.42 μmol/(min·g cat ) with the corresponding energy yield as high as 4.38 g-NH 3 /kWh.