The two most likely causes are insufficient chilling time and not having enough lemon juice in the filling. Ensure the cake is chilled for at least 6 hours, preferably overnight, for proper setting. Lemon juice is essential for thickening the filling. Be sure to add the right amount. The cheesecake won't set properly if you reduce the amount or omit it.