Brandon... A slip cover?
What is your couch made of? If it is vinyl or leather - there are sprays available to change the color. Check with an automotive autobody supply house for a vinyl spray.
If it is fabric - latex paint sticks very well to cotton (ever try to get it off of your clothes!) but I don't think that would be best.
I'd look into a slip cover - either way
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