Supported single-atom catalysts have been emerging as promising materials in av ariety of energy catalysis applications.H owever,s tudying the role of metal-support interactions at the molecular level remains am ajor challenge, primarily due to the lacko fp recise atomic structures.I nt his work, by replacing the frequently used TiO 2 support with its molecular analogue,t itanium-oxo cluster (TOC), we successfully produced anew kind of Ti-O material doped with single silver sites.T he as-obtained Ag 10 Ti 28 cluster,c ontaining four exposed and six embedded Ag sites,isthe largest noble-metaldoped Ti-O cluster reported to date.Density functional theory (DFT) calculations show that the Ag 10 Ti 28 core exhibits properties distinct from those of metallic Ag-based materials. This Ti-O material doped with single Ag sites presents ahigh e d and moderate CO binding capacity comparable to that of metallic Cu-based catalysts,s uggesting that it might display different catalytic performance from the common Ag-based catalysts,f or example,f or CO 2 reduction. These results prove that the synergism of active surface metal atoms and the Ti-O cluster support result in unique physical properties,w hich might open anew direction for single-atom-included catalysts.Inthe field of catalysis,i th as been well established that the catalytic performance of materials is highly dependent on size,m orphology,a nd structure. [1][2][3][4][5][6] Especially,t he recently developed single-atom catalysts are attracting tremendous interest due to their excellent activity and selectivity. [7][8][9][10][11] However,the preparation of single-atom-distributed catalysts is still quite challenging,a nd their characterization is highly dependent on advanced microscopy and synchrotron radiation techniques. [12,13] Moreover,d ue to the lack of atomic structures,i ti sr ather difficult to study the metal-support interaction and the functional role of the support which is crucial for the performance of such catalyst systems. [14][15][16][17] Accordingly,t he associated and highly desirable structureperformance relationships are still not well understood.Nanoparticles or nanoclusters of noble metals have been applied as promising catalysts in avariety of fields, [18][19][20][21][22][23] while titanium dioxide (TiO 2 )h as been extensively investigated as as upport for heterogeneous catalysts and also single atoms. [24][25][26][27][28][29] Recent developments in the molecular analogues of TiO 2 ,crystalline polyoxotitanium clusters (PTCs), provides us with wonderful opportunities to investigate the structures and reactivities of titanium oxides at the molecular level. [30][31][32][33][34][35][36][37][38][39] Therefore,itishighly desirable to design and synthesize anew type of cluster-stabilized single-atom material by decorating single atoms of catalytically active noble metals on titaniumoxo clusters.I nt his way,t he synergism between the Ti-oxo cluster support and noble-metal active site could lead to unique physical properties (Scheme 1). More important...