As-synthesized molybdenum carbide shows >98% selectivity (deoxygenated products) and stable chemical conversion for >30 h time-on-stream after an initial deactivation period of ∼9 h for vapor phase hydrodeoxygenation of acetic acid at a low temperature (403 K) and atmospheric pressure. Space–time variation studies show acetaldehyde as a primary unstable product, ethanol as a secondary unstable product, and ethyl acetate and ethylene as secondary stable products suggesting a sequential reaction pathway for acetic acid deoxygenation on Mo₂C. The concurrent half and zero-order dependence of acetic acid HDO rates on H₂ and acetic acid pressure, respectively, suggests that catalytic sites for H₂ activation are distinct from those required for the activation of acetic acid consistent with prior reports for deoxygenation of aromatic ethers and alcohols. Catalyst surface evolution by oxygen (O : Mo_bulk ∼ 0.3) and carbon (C : Mo_bulk ∼ 0.1) deposition from the reactant oxygenate was noted using temperature programmed surface reaction (TPSR) with hydrogen post reaction. Higher O*/Mo deposition with acetic acid in reference to H₂O, CO₂, and aromatic ethers at similar oxygenate pressures suggests that the identity of the oxygenate determines its proficiency for heteroatom deposition on fresh carbidic materials. Catalytic site densities were estimated via in situ titration using 2,2-dimethylpropanoic acid (DMPA) as a reagent to calculate a turnover frequency (TOF) of (9 ± 1) × 10⁻⁴ mol s⁻¹ mol_DMPA⁻¹. The X-ray diffraction patterns and X-ray photoelectron spectra of passivated Mo₂C catalyst samples before and after acetic acid reaction indicate the presence of a carbide/oxycarbide phase, even though the bulk structure of orthorhombic β-Mo₂C is retained.