To find spices or gold. Some even went out trying to find the 'fountain of youth' they went out for many different reasons, but all wanted to become famous for what they found.
well the "as" makes it a simile. its an exaggeration method used to emphasise a certain feeling or action. in this case its used to emphasise a feeling of grief or sadness. Hope this helps!