As someone who works on such a project, I have to disagree that it's "very simple". But I do agree with your general point, absolutely.

The fact many of the cheapy AH apps don't apparently implement true AHRS is probably laziness.

The funny thing about all this fuss is that gps derived attitude has been feasible for decades.