Yes, but that goes only for infant animals, infant animals generally look cute to most predators, to give them a chance to survive if they are detected by a predator.
But I think the question is meant to go further than that, because animals can become part of our group as adults too. And will help rescue in a situation of disaster, and will also be rescued. For those animals the love goes deeper than just looks.