The invention discloses a low-temperature catalytic luminescence sensitive material for benzene. The low-temperature catalytic luminescence sensitive material for benzene is characterized by being a composite powder material comprising Pt atom doped MoO3, WO3 and Al2O3, wherein the mass percentages of the components are 1.6 to 2.2% of Pt, 26 to 30% of MoO3, 36 to 42% of WO3 and 27 to 31% of Al2O3,and the preparation method of the low-temperature catalytic luminescence sensitive material comprises the following steps: dissolving tungsten salt in a hydrochloric acid aqueous solution, dissolvingaluminum salt in a citric acid aqueous solution, adding agar powder after mixing the hydrochloric acid aqueous solution with the citric acid aqueous solution, then dissolving ammonium molybdate crystals into the solution, adding glucose and chloroplatinic acid, performing reflux, cooling, forming a gel, drying the gel, calcining, and naturally cooling to obtain the sensitive material. A gas sensor made from the sensitive material provided by the invention can rapidly determine trace benzene in air at the working temperature not exceeding 200 DEG C without interference from other common coexisting substances.