Slides Off of Faucet

We bought this to replace a duck spout cover that we noticed had mold on it. Our bath spout does not have a shower diverter on it so the whale slides right off no matter how tight we make it. As you can imagine this renders the product useless. Something like this should have been mentioned in the description.More detail ...