Upon Queen Anne's accession to the throne in 1702, the Act of Indemnity of 1703 was issued for former Jacobites, and many exiles returned to Great Britain.
Under the rule of the Tories, Keith received an appointment as surveyor-general of the customers for the southern district of North America in 1714 and took up residence in Virginia.