The efficient removal of carbon monoxide (CO) from H2-rich stream via the water gas shift (WGS) reaction requires the catalysts that possess high activity at low temperatures to avoid the thermodynamic equilibrium limitation. We report that oxygen (O2) plasma activation enables an Au/TiO2 nanocatalyst to achieve superior activity in the WGS reaction at low temperatures. At 120 °C, O2 plasma activated Au/TiO2 nanocatalyst exhibits CO reaction rate of 0.51 mmol·mg−1·h−1, which is 5 times higher than the conventional activated counterpart. CO conversion over O2 plasma activated Au/TiO2 nanocatalyst only slightly decreases from 73% to 68% during a 4.5 h continuous WGS reaction at 150 °C. The catalyst characterizations indicate that O2 plasma activation could control average size of Au nanoparticles below 3.5 nm, create plenty of coordinatively unsaturated sites (on Au nanoparticles) and sufficient Auδ+-Oδ--Ti sites (at interfaces between Au and TiO2), and modulate the electronic structure of interfaces, which accelerates greatly the WGS reaction. Further, the enhancement mechanism of the WGS reaction over O2 plasma activated Au/TiO2 nanocatalyst was disclosed.