LLM Visibility & GEO
How AI models find and cite content. The emerging rules of generative engine optimization.
Monitoring Your LLM Visibility
You cannot manage what you do not measure. This has been true since Thoreau counted his beans and logged his expenses to the half-cent — the act of me
Perplexity, Google AI Overviews, and ChatGPT: How Each Platform Handles Sources
Not all front doors are built the same. When we talk about LLMs as the new information interface, we are talking about a half-dozen platforms with fun
The New Front Door: How LLMs Are Changing Information Discovery
The way people find information is shifting beneath our feet. For two decades, Google was the front door — you typed a query, scanned ten blue links,
How LLMs Choose What to Cite
Understanding how large language models select the sources they reference is strategic intelligence. It is the difference between publishing into a vo
The GEO + SEO Unified Strategy
There is a version of this conversation that treats GEO and SEO as separate disciplines, requiring separate budgets, separate teams, and separate stra
GEO for Different Content Types: Articles, Products, Services, Local
Generative Engine Optimization is not a single technique applied uniformly across everything you publish. An informational article, a product page, a
GEO: Generative Engine Optimization Explained
Generative Engine Optimization is the practice of structuring your content so that AI-powered information systems are more likely to cite it, referenc
Content Structure That LLMs Can Parse
Structure is how machines read. A human reader can navigate a poorly organized article through patience and inference, scanning for the paragraph that
Building Authority That LLMs Recognize
Authority is not a new problem. Emerson built it through the lyceum circuit, lecturing in town after town until his name carried weight before he ente
The Attribution Problem: When AI Uses Your Content Without Credit
The attribution problem is not new. Writers have always contended with their ideas being absorbed, repackaged, and circulated without credit. What is