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The Citation Journal

AI Visibility.

What AI visibility means, why it matters, and the new metrics you need to track to be recommended by AI.

AI visibility
ABC: the path to profitable AI visibility
Visibility is not the goal. It is an intermediary. The path from an AI model knowing you exist to money in the bank runs through three problems that share a name: the model's memory, retrieval at search time, and the handover from citation to customer. They demand entirely different work, and most people only work on one of them.
August 22, 2026

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