Essays

Visibility

How people and brands appear in AI answers, and what that depends on: findable content, a consistent picture, credible evidence. Essays on personal brands, entities and the new search.

Illustration with text: Selection becomes judgment.

Essay

The Mediator Model

AI stands between a person and their audience. My mediator model explores findability, consistency and credible corroboration. Drawing on my own index echo, I show how a well-documented past can overshadow the present.

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