GEO has been sold as a content discipline. The data says it's a publishing operations discipline. Architecture, briefs, deployment cadence, and re-audit rhythm are now the variables that move citations, more than any individual page is.
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The GEO White Paper v4.0: AI-Native Brand Visibility for B2B (March 2026)
Version 4.0 expands the evidence base from suggestive to substantial, incorporating six months of new measurement data, confirmed longitudinal findings, and the field's first serious reckoning with misinformation and narrative risk.
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The AI Bubble and the Curve We’re Not Measuring
At the macro level, AI still looks like a giant question mark. But at the micro level, inside the bellies of actual businesses, at this very moment, it’s changing how work gets done.
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