"AQ Publications", a London company which evaluates firms according to the predictability of their results, has published its classification list for the first quarter of 2003.

L'OREAL, with an "AQ" (Accuracy Quotient) of 63.83, is the 2nd French company among 46 reviewed, as well as the 3rd company of the entire European household products sector.