That is apparently no longer the case. The only major services non-military are ineligible for are auto and property insurance.
Eligibility description here: https://www.usaa.com/inet/pages/why_choose_usaa_eligibility_...
Eligibility description here: https://www.usaa.com/inet/pages/why_choose_usaa_eligibility_...