How to set an iTerm2 startup command
Solution 1:
Profiles -> General -> Command
Everytime you open a new tab your bash profile will be sourced.
Solution 2:
Got it, there is an option added in the development branch of iTerm that adds a "Send text at start" option to the profile settings. This will eventually be added to a (more) stable version of iTerm.