All GEO Guides
A small library for building GEO judgment
About Me
Why SeanG built Rankaris, what he learned from AI search work, and why GEO judgment matters more than tool hype.
Product Guide
The clearest overview of who Rankaris is for, how the learning loop works, and what kind of GEO capability it aims to build.
What is GEO
A practical explanation of generative engine optimization, what it changes, and how early stage sites should think about it.
GEO vs SEO
Where GEO overlaps with SEO, where it diverges, and how to avoid treating them as the same operating system.
Search Visibility
How to interpret AI search visibility honestly, what it can signal, and why one score should not be treated like stable truth.
Citation Mapping
How to map AI search citations, separate weak mentions from useful citations, and turn source patterns into better GEO decisions.
Citation Ready Assets
Why publishing more pages does not create stronger GEO assets unless the team improves evidence, judgment, and revision.
Evidence Pack
Why evidence packs improve GEO content quality, judgment, and citation readiness before drafting begins.
Evidence Packs vs Prompts
When evidence pack first writing creates stronger GEO content than prompt first drafting, and how to use both responsibly.
Avoid AI Spam
How to keep GEO content useful to people first, structured for machines second, and grounded in evidence all the way through.