Hi Shuo Wang,
You can do that by creating a home page or landing page for an anonymous role.
when the user logout, his role will be an anonymous role, so if you assign the page for an anonymous user that page will be shown after logout.
Provide the access rule for anonymous user role.
I hope It helps.