Will seed oil in my ferrets water bottle stop it freezing?

In winter I usually put a few drops of olive oil in my ferrets water bottle in winter to stop it completely freezing overnight. I wondered if there was any other ferret owners (or any other outdoor hutch pet) that have tried seed oil and if it would be just as effective.