On 27 December 2013, the UMMOA Trademark, Serial Number 86153190, was filed with the United States Patent and Trademark Office (USPTO). The Collective Membership Mark above was described by a USPTO examining attorney as indicating "membership in a political organization concerned with international affairs".

On 26 August 2014, the UMMOA Trademark became the UMMOA Registered Trademark 4592162.