• Contaminants determine the chemical recycling potential of pyrolysis oils. • Pyrolysis oils contain more and different contaminants than fossil feedstocks. • Contaminants cause corrosion, process fouling and downstream catalyst poisoning. • The main contaminants are nitrogen, oxygen, chlorine, iron, lead and calcium. • Advanced analytical techniques and standardization are crucial.