AI Search (or AEO, or GEO, or Whatever…)
Systematically deconstruct LLM behaviors, anticipate generative shifts, and engineer RAG visibility in the age of conversational search.
Simple GPT Explained for SEOs
GPT models aren’t magical beasts. They’re matrix math, attention heads, and token predictions stacked on top of each other. Read the code once carefully and the whole thing makes sense. Most SEOs interact with these models daily without knowing what’s running underneath, and that gap shows up when you’re debugging why a piece of content…
Formatting Content for AI Search
For most of the web’s history, formatting content was a readability issue – make the page scannable, use headings, avoid giant walls of text. But search is changing shape – large language models now sit between users and the open web. Google’s AI Overviews, Bing Copilot, Perplexity, and voice assistants all operate in a similar…
Vector Embeddings and SEO
If you’ve been hanging around SEO for more than a handful of years, and especially in the last few, you might have felt the ground shift under your feet. One day we were counting exact-match keywords, stuffing meta tags, and scheming anchor text. The next? Search engines started matching meaning. Welcome to the world of…
Entities for SEO and AI Search
We spent years teaching algorithms to read keywords. We stuffed H1 tags, obsessed over density ratios, and prayed to the PageRank gods. The new scenario is a bit different – becoming a recognized entity in the machine’s mental model of the world. When Perplexity or ChatGPT Search or Google’s Gemini needs to answer “who are…
SEO and AI Hallucinations
An AI hallucination is when a Large Language Model (LLM), like ChatGPT, Claude, or Gemini, generates information that sounds plausible, is delivered with absolute confidence, and is completely, demonstrably false. In the world of SEO, where Google is obsessively doubling down on E-E-A-T (Experience, Expertise, Authoritativeness, and Trustworthiness), publishing hallucinations is an existential threat to…
Optimizing for Google AI Overviews
Google AI Overviews (AIO) are one of the biggest shift in search behavior since the introduction of the smartphone. Instead of a list of sources, Google is now providing a synthesized answer. To the casual observer, this looks like the death of organic traffic. To the savvy architect, it’s a new type of real estate…
Intro to E-E-A-T for AI Search
In the old days (meaning 2022), you needed E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) to rank in Google’s top 10. Today, you need E-E-A-T so that ChatGPT, Perplexity, and Gemini don’t filter you out as “risk.” Here is why E-E-A-T is crucial for AI search performance. Experience (“Entropy” Killer) Does the creator have first-hand experience? The…
Zero-Click Search Defined
The search industry has spent two decades acting like digital toll booths, obsessing over how many people we can divert into our specific parking lots. But Google has spent the last year turning the highway itself into the destination. By late 2025, the zero-click search has become the baseline. Global rates are hovering around 60%,…
RAG Search Optimization for SEOs
For two decades, the contract was simple. You optimize a page, Google indexes it, and if you rank high enough, a human clicks. With the rise of Generative experiences like ChatGPT, Bing Chat, and Perplexity, the search engine becomes a synthesizer. It reads the library for the user and writes a custom report. One key…
The “Context Window” for AI Search Optimization
In the old world of classic SEO, the goal was to get into the Index. The index was effectively infinite. If Google crawled you, you were “in.” In the new world of Generative Engine Optimization (GEO), being indexed is just the entry fee. The real game is getting into the Context Window. If the Index…
AI Chatbots vs. Search Engines – The Basics
For the last 20 years, we’ve been trained to act like librarians. We walk up to the Google counter, ask a keyword-stuffed question, and the librarian hands us a stack of ten books (blue links) and says, “Good luck, it’s probably in one of these.” That system worked. It built the internet economy. But it’s…
What is AI Search Optimization (GEO)?
For years, the game was simple – optimize for the crawler, appease the core updates, and build links. We were essentially optimizing for a sophisticated parser. But not, the shift to Generative Engine Optimization (GEO), or AI Search Optimization, is a paradigm shift that demands an improved discipline. It means abandoning the rigid, keyword-stuffed tactics…