GI upset is the only side effect.
I was just looking on Google and there is a product that Nutramax makes that is very similar to Cosequin. If GI upset occurs after starting it (within a week), you can either try giving it with food or starting with a lower dose for the first 7-10 days. I think the same would apply to Cosequin.