We associate rhyme with sound and it mainly is to do with the aural sense. However, an eye rhyme is an exception; it is a rhyme that rhymes visually, where words are spelled similarly but pronounced differently.
For example, words such as:
cow and low,
cough and plough,
laughter and daughter.