The chief difference between poetry and prose is that all rhymed?

That statement is not correct. The chief difference between poetry and prose is that poetry uses figurative language and imagery to create a sensory experience, while prose is more straightforward and direct in its communication. While some poems do rhyme, many do not, and rhyme is not a defining characteristic of poetry.