Conrad joined the army under the leadership of his oldest brother Henry VI, Holy Roman Emperor in traveling to Rome for Henry VI's imperial coronation on 15 April 1191. After the coronation, the army set out to the invasion of the Kingdom of Sicily. Due to the malaria epidemic that broke out in August 1191, the campaign was stopped in Naples. Documents issued in Italy indicate that Conrad took part in this campaign.