Enzyme FAST‐PETase, recently obtained by machine learning approach, can depolymerize polyethylene terephthalate (PET), a synthetic resin employed in plastics and in clothing fibers. Therefore it represents a promising solution for the recycling of PET‐based materials. In the present study, a model of PET was adopted to describe the substrate, and all‐atoms classical molecular dynamics (MD) simulations on apo‐ and substrate bound‐ FAST‐PETase were carried out at 30°C and 50°C, to provide atomistic details on the binding step of the catalytic cycle. Comparative analysis sheds light on the interactions occurring between the FAST‐PETase and 4PET at 50 °C, the optimal working condition of the enzyme. Pre‐organization of the enzyme active and binding sites has been highlighted while MD of FAST‐PETase:4PET pointed out on the occurrence of solvent‐inaccessible conformations of the substrate promoted by the enzyme. Indeed, neither of these conformations were observed during MD of substrate alone in solution performed at 30 °C, 50 °C and 150 °C. The analysis led us to propose that, at 50 °C, the FAST‐PETase is pre‐organized to bind the PET and that the interactions occurring in the binding site can promote more reactive conformation of PET substrate, thus enhancing the catalytic activity of the enzyme.