The short answer is yes; new graduates can get approved for a card even if they haven’t found a job yet. Because credit card issuers consider your overall capability to pay your debts, you can include money you might have besides actual income on your application. This might be an allowance, a legal settlement, scholarships and grants, or a trust fund distribution.