In this study, a novel Pt-loaded CuPc/g-C
3N
4 (PtCuCN) composite was synthesized for the selective photocatalytic reduction of CO
2 to CH
4 under visible light. The PtCuCN catalyst achieved a CH
4 yield of 39.8 μmol g
-1 h
-1, significantly outperforming bulk g–C
3N
4 and CuPc alone by factors of 2.5 and 3.1, respectively, with a high selectivity of 90%. In comparison with other commonly studied photocatalysts, such as g–C
3N
4–based catalysts, the PtCuCN composite exhibited superior CH
4 yield and product selectivity, demonstrating its potential as a more efficient photocatalyst for CO
2 reduction. X-ray photoelectron spectroscopy (XPS), density functional theory (DFT) calculations, and in-situ infrared (IR) analysis revealed that the Pt
0 species effectively lower the activation energy for CH
4 formation, while CuPc extends the light absorption range and enhances charge separation. The combined effects of these components in a Z-scheme heterojunction provide new insights into designing highly selective CO
2-to-CH
4 photocatalysts. This work demonstrates the potential of PtCuCN as a highly efficient and stable catalyst for CO
2 reduction to CH
4 under visible light.