A b s t r a c tThe hypothesis tested was that it is possible to identify animals that deposit fat and muscle earlier through indirect evaluation. Thus, the objective of this work was to evaluate the use of visual evaluation of precocity score for the identification of Nelore heifers with an early biotype. Eighteen Nelore heifers aged 9 to 11 months were evaluated visually for body structure (S), precocity (P), and muscle (M) scores. The animals were divided according to precocity scores: animals with scores 4, 5 and 6 were classified as early biotype and those with scores 1, 2 and 3 as late biotype. Loin eye area (LEA) and subcutaneous (SFT) and picanha (biceps femoris muscle) fat thickness (PFT) were measured by ultrasonography. Animals classified as precocious received higher scores (P≤0.05) for S (5.1 vs 2.4) and M (4.4 vs 2.6), which resulted in heavier animals (233.2 vs 202.8 kg). No biotype effect (P≥0.05) was observed for LEA (36.5 cm 2 ), but animals classified as precocious had higher (P≤0.05) SFT (1.3 vs 0.5 cm) and PFT (2.9 vs 2.3 cm). The standardized canonical coefficients showed that PFT (0.78) and the M (-1.02) score are the variables that most affect the first canonical variable positively and negatively, respectively. The first canonical variable explained 100% of the total variation in the traits evaluated. The precocity score was found to be an efficient alternative for the identification of precocious individuals. Animals with an early biotype were better differentiated by fat thickness in the biceps femoris