Yes I think it is for their eyes.
I was watching Animal Cops one day and there was this lady that was feeding her cats rice all the time to make them vegetarian. Then they found out some were blind because of no taurine. I wonder how they would get taurine in nature if they were wild cats??? Is it in meat?