Instead of looking at Prestwick try Kilmarnock (which is on your way) or Ayr (which isn´t but is not all that far out of your way, especially if you are going to Inverness since it will make little difference to your final time). Ayr has tons of B and B since it is a holiday destination.

Best regards,

Dave