02:08
2026-07-13
dev.to
artificial-intelligence
The Audience of One Problem: Why You Can't Trust Your Own AI Visibility Test
A developer at AEOGeoAI warns that checking one's own AI visibility by querying an LLM from a personal account introduces confounding variables, making the test unreliable. The 'Audience of One' probl…