A CEO should love the company and the products or services which you offer, so ask questions to find out about his opinion and his passion. You could ask directly or with some indirect questions to get a glimpse. I also would recommend talking about not job-related topics to build a friendly connection between the potential CEO and employees. A good CEO is also interested in his employees and should be on good terms with them, not a real friendship maybe but a respectful connection.