Where can I buy USDA prime beef? (Safeway? Wholefoods?, Specialty market?)?

I live in San Francisco

Depending on where you live some upscale grocery stores carry it at their meat counter. In Minneapolis, for example, the Byerlys and Lunds chain has it. You might also look for a meat market that only sells meats – they often will carry Prime beef.