Although intermolecular aggregation-induced emission (AIE) has been extensively studied in nanocluster science, it remains challenging to activate AIE via intracluster aggregation (i.e., the aggregation at the single-molecular level). Here, an intracluster AIE system based on the Pt 1 Ag 24 (SR) 18 nanocluster has been established. Specifically, triggered by the addition of free thiol ligands, the Ag 2 (SR) 3 surface motif structures of Pt 1 Ag 24 (SR) 18 are aggregated to nanocluster poles, making up new SR@[3*Ag 2 (SR) 3 ] surface structures, through which the nanocluster converts into Pt 1 Ag 24 (SR) 20 . The inverse conversion [i.e., from Pt 1 Ag 24 (SR) 20 to Pt 1 Ag 24 (SR) 18 ] has been accomplished under a 427 nm irradiation. Significantly, induced by the intracluster AIE, a 160-fold enhancement of the photoluminescence intensity has been achieved by comparing the emission of Pt 1 Ag 24 (SR) 18 with Pt 1 Ag 24 (SR) 20 . This study presents a novel AIE case (i.e., intramolecular AIE enhancement) for remarkably boosting the emission of metal clusters at the single-molecular level.