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Vanaxity

Vanaxity insights tagged Vanaxity - notes on AI content, SEO, GEO and AEO from Van Data Team.

2 articles

Data engineering behind AI search — SERP snapshots and AI answers turned into entities, citations and structured signals.
Under the hood
AI Search StrategyAI search researchSERP data
AI Search Strategy · Jul 7, 2026

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.

A classic search results page dissolving into particles that converge on a glowing crystal inside an orbiting network.
Vanaxity launch note
AI Search StrategyVanaxityVan Data Team
AI Search Strategy · Jun 18, 2026

The 10 Blue Links Are Dead: Meet Vanaxity, the AI Agent for SEO, GEO and AEO

A senior-marketer introduction to Vanaxity, why search has moved beyond traditional SEO, and where an AI agent system can help or still needs human judgment.