Brazil had struggled for form early in their campaign but showed signs of their old swagger returning as they took the game to Venezuela at the Monumental Stadium.
The draw keeps Brazil third in the standings with 17 points from 11 matches, with Argentina and Colombia occupying first and second place with a match in hand.