Automatically detecting the layout of a bidirectional (BIDI) text. In one embodiment, this comprises: determining a shaping attribute of the text based on scanning the text to detect at least one character of a specific shape, while preferably ignoring initial, final, and stand-alone shaped characters; determining a text type attribute of the text from the shaping attribute; and determining an orientation attribute of the text from the determined text type. A numeric shaping attribute and a symmetric swapping attribute may also be determined. Embodiments of the invention may be used, by way of illustration but not of limitation, for bidirectional layout transformation to allow conversion of a BIDI text received from a source computer system in a source BIDI layout format into a layout format of a target computer system.