According to the search results, some words that rhyme with "love" are:

• Dove
• Shove
• Glove
• Above
• Live
• Prove
• Move
• Approve
• Disapprove
• Rove

Note that some of these are perfect rhymes, while others are near rhymes that may not have the exact same sound but are similar enough to be used in poetry or songwriting.