It's buried deep in the article, but what made PC Connection amazing was the shipping.

You could phone call a human in the wee hours of the morning, and have it show up later that same day. Or pay only a little and have it into two days. Compared to every other mail-order retailer in the universe at the time, it was insane, to have such selection and speed.