I probably don't qualify for aid because of family finances. Should I submit a FAFSA anyway?

Yes. Even though you may not think you qualify for aid, you should at least complete the FAFSA. The application is free and many campuses use it to assess your eligibility for some scholarships and non-need-based loans, including the unsubsidized and PLUS loans.