We're under 1% as well, with all the scrub dbases out there it's not that hard.
When someone asks for a refund because it "wasn't them", just send them a polite email saying "no problem, we'll refund your account and cancel your credit card ASAP". I've done that before when we handled our own customer service, it's amazing how fast these idiots turn around.
