AI Visibility / GEO
Exendia Journal
Clear thinking for search and discovery.
Practical guides on SEO, AI search visibility, topical architecture and the systems behind digital growth.
18 published articles Topic-led library Sources included where available
Editor's selectionThree starting points
AI Visibility / LEO
The LEO Framework: A Practical Guide to LLM Engine Optimization
A practical SEO and AI visibility framework for finding technical, content, authority, and citation opportunities across ChatGPT, Gemini, Perplexity, and Claude. Read research
AI Visibility / GEO
E-E-A-T for AI Search: Building Author, Entity and Trust Signals
How experience, expertise, authority, trusted mentions, and consistent entity signals support AI visibility and citation readiness. Read research 18 articles 5 topic paths Latest publication Oct 2026 GEOSemantic SEOTechnical SEOAI research
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GEO & citations
2 articles01AI Visibility / GEO
How to Get Your Brand Cited in ChatGPT, Gemini and Perplexity
A practical, evidence-led guide to making useful pages discoverable, trustworthy and easier to cite in AI search—without promises of rankings or citations.
02AI Visibility / GEO
GEO vs SEO: What Changes—and What Still Applies
A practical comparison of generative engine optimization and traditional SEO, including the shared technical foundations and limits of current AI-search guidance.
LEO & AI systems
4 articles01AI Visibility / GEO
E-E-A-T for AI Search: Building Author, Entity and Trust Signals
How experience, expertise, authority, trusted mentions, and consistent entity signals support AI visibility and citation readiness.
02AI Visibility / LEO
The LEO Framework: A Practical Guide to LLM Engine Optimization
A practical SEO and AI visibility framework for finding technical, content, authority, and citation opportunities across ChatGPT, Gemini, Perplexity, and Claude.
03AI Systems & Search
From SEO to AI Agent Readiness: A Practical Site Checklist
How to keep search fundamentals in place while making website content easier for people and supported AI systems to discover, understand and verify.
04Technical Search Foundations
llms.txt: What the Proposal Does—and What It Cannot Promise
A practical guide to the llms.txt proposal, its format, implementation considerations and the limits of what is known about crawler adoption.
Semantic SEO
3 articles
01Semantic SEO & Topical Architecture
How to Build a Topical Map: A Practical Planning Guide
Plan a useful topical map by defining scope, grouping related search needs, assigning page roles and connecting existing content without creating unnecessary pages.
02Semantic SEO & Topical Architecture
Topical Authority 101: Building Semantic Content Clusters
A practical introduction to grouping related pages by topic and purpose, with a clear distinction between useful planning models and unverified ranking claims.
03Semantic SEO & Topical Architecture
What Is Topical Authority? Concepts, Evidence and Limits
A plain-language explanation of topical authority as an SEO planning concept, how it differs from E-E-A-T and link metrics, and what teams can measure directly.
Technical foundations
1 article
01Technical Search Foundations
Schema Markup for Search: A Practical Technical Guide
Understand JSON-LD, schema.org vocabulary, Google’s structured-data requirements and the limits of markup for AI-search visibility.
AI research & community
8 articles
01AI visibility
How to Assess Your Brand’s AI Search Visibility
Build a repeatable AI search visibility baseline: choose buyer questions, record mentions and citations, inspect sources and report limitations.
02AI visibility
How to Choose a Link Building Strategy for Your Business
Compare digital PR, expert contributions and outreach by audience fit, editorial control and risk. A practical link building decision guide.
03AI visibility
How to Plan an Internal Link Architecture for SEO
Plan useful internal links, find orphaned pages and connect service pages with supporting guides using a clear, reader-first workflow.
04AI visibility
Local SEO Business Profile Readiness Checklist
Prepare accurate business details, real locations, profile access, photos and local landing pages before starting local SEO work.
05AI visibility
What to Prepare Before a Link Building Campaign
Prepare target pages, publisher criteria, approvals and delivery reporting before briefing a link building provider. Includes a usable campaign checklist.
06AI Research & Tools
Perplexity Alternatives: Research Tools Compared by Use Case
Compare AI search and research tools by source transparency, research workflow and verification needs. Features and access can change, so verify current vendor documentation before choosing.
07AI Systems & Search
Reddit and AI Search: How to Check Whether a Thread Was Cited
A careful guide to observing Reddit URLs in AI-search citations, separating visible retrieval from speculation about model training and ranking.
08AI Systems & Search
From Reddit Research to Original Content: A Responsible Workflow
A practical process for learning from public Reddit discussions and creating original, attributed content without scraping private communities or promising AI citations.
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