In general, the invisibility rules are a mess. Has PF2 cleaned them up? I certainly hope so!
(When you combine the text from the Perception and Stealth skills, the invisibility spell, the Invisible and Incorporeal definitions, and various feats like Blindfight, there are some peculiar inconsistencies.)
But it's a game. Grin and bear it.
