It's not just pedantics. I live in the UK, and some people who speak something between Received Pronunciation and the BBC accent also think they have no accent. People can't hear their own accents and presume they don't have any.
But this is more than just my bias for my own accent (which is very close to GA). When I meet other Americans with other regional accents, they will often describe me as having "no accent."
