Help! Where can I buy ATmega328p?

Finding that chip with a bootloader is hard because very, very, very few people use them as a standalone chip. The DIP package is almost universally preferred.
Sounds like a potential business opportunity for you if you figure out an easy way to program them - you might sell 3-5 of them a year...