Do I need to un-check my availability on Memorial Day page as I am now booked?

If you were booked through Rover, then your calendar will show you are unavailable. Check your calendar and you should see that the days have been grayed out, which means you are not available. However, past customers can still contact you but turning them down does not count against you because Rover knows your status.