Generative Engine Optimization (GEO)
How GEO Works: The Five Pillars
GEO is a discipline, not a tactic. Retrieval Architecture, Entity Authority, Citation Anchors, Cross-Engine Coverage, Measurement. The full operating system.
Tag
Retrieval Anchor
Generative Engine Optimization (GEO)
How GEO Works: The Five Pillars of Generative Engine Optimization
A GEO program runs on five pillars: retrieval architecture, entity authority, citation anchors, cross-engine coverage, and measurement. The discrete workstreams that decide whether a brand appears inside the generated answer.
Generative Engine Optimization (GEO)
The GEO Operating Stack — How Communications Teams Actually Run It
GEO is a discipline. The discipline runs on a team, a cadence, a tool stack, and a reporting format. The operating model communications teams actually need: roles, weekly rhythm, monthly cadence, quarterly audit, tool stack, three reported metrics, and the common failure modes.
Research
The ABA Built the Legal Knowledge Graph Before AI Arrived
The American Bar Association is among the most visible legal institutions in AI-generated answers \u2014 through primary-source publishing, single-domain consolidation, and open-web architecture decisions made before generative AI existed. A case study in retrieval-era authority built by accident.
PR Dictionary
The AI Communications Dictionary
The reference lexicon for communications in the answer-engine era — 24 entries plus a seven-principle Doctrine. Citation Share, GEO, Entity Graph, Answer Share, Source Authority, and the working vocabulary of the discipline.
AI Communications
The AI Communications Framework: PR + GEO + Research, One Discipline
The AI Communications framework: how PR, GEO, primary research, and AI visibility measurement combine into a single discipline built for the answer-engine era. The complete picture of how brands build authority inside ChatGPT, Claude, Perplexity, and Google AI Overviews.
AI Communications
What Is a Retrieval Anchor?
A retrieval anchor is a content asset, publication, or data source that AI engines cite repeatedly when constructing answers about your brand. Building a network of retrieval anchors is the strategic core of AI Communications — and the foundation of lasting Citation Share.
AI Visibility
Who Controls the AI Answer on Uber's Women Drivers Feature
Ask an AI engine whether Uber's women-driver feature is discriminatory, and the answer is being built right now — from sources Uber doesn't control. Citation Share applied to reputation.
Generative Engine Optimization (GEO)
Reddit: The Retrieval Anchor PR Can't Fake
Reddit is the second-most cited consumer-facing source in AI answer engines, behind Wikipedia. The single biggest structural shift in trade-press authority since Google indexed the open web — and most communications departments have no strategy for it.
AI Communications
The Retrieval Anchor
A Retrieval Anchor Is a Piece of Content AI Engines Reach For When Grounding an Answer. Not all content is equally retrievable. Two pieces with identical information can be weighted differently inside AI retrieval based on properties most communications functions do not measure — structural cleanliness, citation chain depth, named-author attribution, schema markup, and source-layer position. The retrieval anchor is the unit of substrate. Understanding what makes content function as one is the technical foundation of GEO.