Search engines returned links.
AI systems return answers.
This is a shift in epistemology, not technology.
Visibility used to mean:
“You appear.”
Visibility now means:
“Your ideas appear in the answer.”
— Research Commentary
Published November 9, 2025
Search engines returned links.
AI systems return answers.
This is a shift in epistemology, not technology.
Visibility used to mean:
“You appear.”
Visibility now means:
“Your ideas appear in the answer.”
— Research Commentary