Words that rhyme with love are above, dove, foxglove, glove, octave, olive, shove and above. You can also use the word 'of' at the end of a phrase, 'out of'.
I can think of: above, shove, dove, glove. In poems and songs people will put in like spelled words and pronounce them wrong as well, such as: grove, strove, etc...
There are a bunch of words that rhyme with love, and some of those include: Dove, Glove, Above and Shove. There's a Sex and the City episode where Carrie has to write a poem for a wedding and goes through words rhyming with love.