Actually, they don't need to be licensed. The only thing a business can ask is what tasks is the service dog trained to be formed.
I do think it would be better off for everyone if there was a license though. I've known people with legitimate service dogs who have had that opinion even. They wish they had a document to prove their legitimacy, as they are constantly asked for a document that doesn't exist.