I've heard that Amazon penalizes vendors who sell their own product cheaper on their own site. So instead, they advertise the same price but offer "discount codes" that work on their own site.

Amazon can DIAF as far as I'm concerned. I've made an "Anywhere but Amazon" pledge to myself, and order elsewhere even if it's somewhat more expensive.