A potassium tungstate (K0.33WO3) nanosheet film grown directly on a conductive tungsten (W) substrate by a hotplate‐heating approach effects direct electron transfer between the W electrode and a biocatalytic protein or microbe, a long‐sought effect of both fundamental and practical importance. The K0.33WO3 forms into a 5–20 nm thick multilayered nanosheet with a number of steps along the surface. A single nanosheet of K0.33WO3 is hydrophilic and highly electron conducting (resistivity ∼8.3×10−3 Ω cm), characteristic of metallic behaviour. Glucose oxidase (GOD) immobilized on a K0.33WO3‐nanosheet‐coated electrode demonstrates facile direct electron transfer. The electron transfer rate constant (ks) is ∼9.5 s−1. This electrode has been used to construct a direct electrochemistry‐based glucose sensor, which exhibits good sensitivity (as high as ∼66.4 μA mM−1 cm−2), fast sensing response time (∼4 s), a low detection limit (0.5 μM), high selectivity and good reliability in practical uses. Growing K0.33WO3 nanosheet on electrodes offers a promising general approach for effecting direct bioelectrochemistry for widespread uses in bioelectronic and bioenergy applications.