How LLMs Work – Deep Technical Overview

Large Language Models are now embedded in search, content workflows, analytics tools and marketing platforms. But before asking how to optimize for them, influence them or measure visibility inside them, there is a more basic question we need to answer: What is the system actually doing? That question sounds obvious, but many of the expressions … Read more

How LLMs have disrupted Search Marketing

Search marketing has always connected an information need with a discoverable result and, ideally, a useful next action. What is changing is where some of the reading, comparison and evaluation now happens. On a conventional search results page, the user sees a list of links, chooses a source and then starts evaluating what it says. … Read more

SEO for AI. Optimizing Your Website Content for Generative AI (ChatGPT & Co.)

What does it actually mean to optimize a website for AI? There are several different questions hidden inside that phrase. Can the relevant system discover the page? Can it retrieve the information needed for a particular question? Does the representation preserve the product, version and conditions that make the answer correct? Does the generated answer … Read more