Could be, I see a decent number of people who aren't terribly talented doing ok, though. I don't think the median attempt at doing it full time ends in under minimum wage.
I'm doing electronics and toys and have done as much as 500k gross in 30 days at peak.
Other people buy from stores at discounted prices, or any number of different sourcing methods.