AI Answer Readiness: 7 Proven Checks That Get You Quoted
Most content audits hand you a number and leave you to argue with it. I built one that hands you the sentence instead.
Tag 10
AI Search
GEO Visibility Score Drops: 7 Proven Causes to Check
Six of the seven things that move a GEO visibility score are measurement problems. Here is the order to check them in, and the…
Google Preferred Sources: The Critical GEO Signal for 2026
Google Preferred Sources lets readers add your site as a preferred source, and Google then highlights you with a badge inside Search, Discover, AI…
How GEO Works: The Mechanics of AI Visibility in 2026
Quick answer: GEO (generative engine optimization) works by making your brand retrievable and quotable inside AI answers. AI engines decompose user prompts into multiple…
How AI Search Engines Work: A Technical Guide for SEO
Quick answer: AI search engines do not rank your page the way Google does. They take a user prompt, break it into multiple smaller…
What Is Agentic SEO? A Complete Guide for 2026
What is agentic SEO? Agentic SEO is the practice of using AI agents to run SEO as a continuous, closed-loop system: monitor performance and…
GEO vs AEO vs Agentic SEO: 3 Critical Differences Explained
GEO, AEO, and classic SEO describe what you are optimizing for – AI mentions, extractable answers, and search rankings – while agentic SEO describes…
llms.txt Guide: What It Is and How to Create One
This llms.txt guide explains everything you need to know about the proposed Markdown file that helps AI systems discover structured information about a website.…
GEO Tracking Experiment: 30 Days Across 4 AI Engines
GEO tracking is the practice of monitoring your brand across AI engines. I ran a 30-day experiment tracking sanjayshankar.me across ChatGPT, Claude, Gemini, and…
Agentic SEO: Why Rankings Are No Longer Enough in the Age of AI Search
Agentic SEO is the answer to a question traditional SEO tools can't solve. I wrote about this shift back in April in my post…