Two Halves, One Operating System Problem
Google just announced what we’ve been calling visibility engineering at Spin Sucks for almost a year. That validates the work. It does not close the gap. There are actually two visibility gaps — the external one (do AI systems see your brand?) and the internal one (do the people who








