AEO
Vanaxity insights tagged AEO - notes on AI content, SEO, GEO and AEO from Van Data Team.
What Is GEO (Generative Engine Optimization)? The 2026 Guide
A sourced guide to Generative Engine Optimization: what the 2024 GEO paper measured, how AI search picks and cites sources, what Google says matters for AI Overviews and AI Mode, and how to track citations.
SEO vs GEO vs AEO: The Complete 2026 Comparison
A sourced comparison of SEO, Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO): where each shows up, how sources get picked, what still works in 2026, and how one page can serve all three.
Generative Search: When Google Builds the Answer Itself
Google's Back to School 2026 release shows Search generating interactive visuals, quizzes, and Deep Research answers instead of just listing links; for marketing teams, generative search means structuring content so AI can build a trustworthy answer from it and cite you as the source.
Citation Optimization: Getting Cited by AI Engines
As organic clicks shift to AI answers, being ranked isn't enough; you have to be cited. Citation optimization earns mentions from AI engines by making your brand machine-parseable, authoritative, and retrievable across both model training data and real-time retrieval indices.
Conversational Commerce Agents: The Brand Readiness Playbook
Conversational commerce agents turn a messaging thread into a storefront. Customers can discover products, compare options, receive recommendations, and progress toward a purchase without opening a product page.
Conversational Search Optimization After GPT-Live
OpenAI's GPT-Live release — full-duplex voice models that listen and speak at the same time, replacing the turn-based Advanced Voice Mode — moves conversational search optimization from a nice-to-have to an operating requirement.
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.
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.