Automatic labelling machine for applying a single label on Round, Flat, Oval and Half-cone products. The machine includes a Conveyor belt, a labelling head and a number of optionals, such as: Orbital aligner for oval products, upper roller for labelling oval products or very high ones, spacing wheel, lateral roller for wrap-around labelling, label overprinting/marking units in alphanumeric characters.