Click inside a Question text box to select the question and the question will expand to show a blue 'Add Answer' link under the answers. Click this to add a new answer. You can safely Add or Reorder questions after your quiz has received responses.
Here is a guide to Adding Answers:
https://www.quiz-maker.com/Quiz-Help/Adding-Answers