What is Eligibility for a VA Loan? Eligibility for a VA Loan means the veteran, service member or spouse meets the basic criteria to apply for the VA home loan benefit. Although obtaining a Certificate of Eligibility (COE) allows you to apply for a VA Loa, it doesn't guarantee approval of a VA mortgage. An…