The three healthiest oils generally speaking are olive oil, canola  oil and peanut oil. Olive oil isn't really appropriate for fried  chicken, it has a lower burning point tâ¦han other oils, meaning it  burns at lower tempertures, and it had a heavier, more distinctive  taste that might swamp your fried chicken.