It could have been more, with missed chances from Milan Baros and Jamie Carragher in the second half.
Jerzy Dudek made two great saves to deny the visitors and Dietmar Hamann scored from a free kick in the first minute of injury time to make it 3-0.
But a Dudek error gave Leverkusen a goal back in the dying seconds to give them a fighting chance in the second leg.