Enable restrictions on Guest user
Under System Preferences → Users &amp; Groups → Guest User after you have allowed Guest user login by checking Allow guests to log in to this computer, you'll get an option to Enable parental controls.



Clicking on Open Parental Controls... button will present the setting for the configurations you are looking for. You can limit Guest user access to select apps, allow access to only a select websites and set other restrictions.