"AQ Publications", a London company which evaluates firms according tothe predictability of their results, has published its classification list for the third quarter of 2002.

L'OREAL, with an "AQ" (Accuracy Quotient) of 64.20, is the 3rd European company among the 104 European companies reviewed.