Factors that could disqualify an individual from obtaining a CDL include a history of specific driving offenses like DUIs or reckless driving, disqualifying medical conditions affecting safe vehicle operation, vehicle-related felonies, and recent suspensions or revocations of a personal driver's license. Disqualification criteria may vary by state, necessitating awareness of local regulations.