Though poems do not need to rhyme, the ones that do often identify more strongly as poetry. Writing with a specific rhyming pattern, such as ABC, can be a challenge. However, using rhyme gives you the benefit of deepening the meaning of the poem, strengthening its form and giving pleasure to your reader's ear.