Most marketing teams now track AI visibility. The tools are bought, the dashboards are live, and share of voice in ChatGPT and Google AI Overviews is on the monthly report.

The obvious question: what do we do with these numbers?

The Measurement Stage Is Ending. What’s Next?

Search behavior tells the story: queries about tracking AI visibility far outnumber queries about improving it.

Nearly…

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