Vanaxity Insights - notes on AI content, SEO, GEO and AEO
AI Search Strategy
AI Search Strategy
Field notes on Vanaxity, the SEO, GEO and AEO agent system built by Van Data Team for modern search visibility.

Reported Claude Fable 5 Access Extension: What Paid Users Need to Know
Claude Fable 5 Access Extension breaks down when source systems are scattered, reviews stay manual, handoffs are unclear, and risk is hard to prove. This guide is for operators who need a practical map, workflow, dashboard signal, review gate, and implementati
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The Data Engineering Behind AI Search Research: How Vanaxity Sees the SERP
A look under the hood at the data engineering that powers Vanaxity's SEO, GEO and AEO research: collecting SERP and answer-engine data, extracting competitor and citation signals from protected sources, and turning it into review-ready reporting.
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The Scaling and Institutionalization of Autonomous Marketing Agents: Governance as the Enterprise Unlock
The scaling and institutionalization of autonomous marketing agents is the shift from one-off prompt experiments to agentic AI that runs marketing work as a permanent operating function - and governance, not raw model capability, is now the enterprise unlock.
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XstraStar G-Power Framework: Standardizing AI Search Visibility Metrics for GEO and AEO
XstraStar G-Power Framework: Standardizing AI Search Visibility Metrics For GEO And AEO breaks down when source systems are scattered, reviews stay manual, handoffs are unclear, and risk is hard to prove. This guide is for operators who need a practical map, w
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