Utilizing halide perovskites for photocatalytic aromatic C(sp3)H bond activation remains a great challenge due to the serious recombination of photogenerated charge carriers and slow reaction dynamics of the materials themselves. Herein, a lead‐free perovskite‐based hybrid of Cs3Sb2Br9/g‐C3N4 nanosheet is constructed and applied for photocatalytic aromatic C(sp3)H bond activation, which shows enhanced photocatalytic performance. By introducing ultrathin g‐C3N4 nanosheets as the heterogeneous nucleation sites, size‐reduced and well‐dispersed Cs3Sb2Br9 nanocrystals can be obtained. The as‐formed close contact and high‐quality heterointerface between Cs3Sb2Br9 and g‐C3N4 provides pathways for fast charge transfer which is beneficial to improve the separation efficiency of photogenerated electron−hole pairs. Under visible light irradiation, the Cs3Sb2Br9/g‐C3N4 hybrid photocatalyst can effectively oxidize toluene toward benzaldehyde and benzyl alcohol with a total conversion rate of 8346.8 μmol g−1 h−1, which is 26.6‐ and 6.0‐fold that of pure g‐C3N4 and Cs3Sb2Br9, respectively. This work demonstrates the potential of all‐inorganic lead‐free halide perovskite‐based heterostructures for photocatalytic organic reactions.