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Your Brand May Rank in Google and Still Be Invisible in AI
A lab note on why B2B brands can appear in traditional search but still fail to enter AI-assisted buyer consideration sets.
Lab Notes
Research in public. Evidence before certainty.
Practical research observations on AI Search, GEO and B2B buyer discovery. These notes document patterns from ongoing field work, with an emphasis on evidence that marketing teams can examine and act on.