Field Notes

Applied research on AI search optimization and AI agent development

SEO vs GEO vs AEO vs AIO: The Definitive Breakdown

SEO vs GEO vs AEO vs AIO: The Definitive Breakdown

SEO, GEO, AEO, and AIO represent four distinct optimization disciplines targeting different surfaces of the
AI Search Optimization for Law Firms: Getting Found When Clients Ask AI for Legal Help

AI Search Optimization for Law Firms: Getting Found When Clients Ask AI for Legal Help

AI search optimization for law firms is the practice of engineering a legal practice'
How to Evaluate an AI Search Optimization Agency: The Questions That Separate Signal from Noise

How to Evaluate an AI Search Optimization Agency: The Questions That Separate Signal from Noise

AI search optimization agency evaluation is the structured process of vetting whether a firm can
Is Your Website Invisible to ChatGPT? Here's How to Check

Is Your Website Invisible to ChatGPT? Here's How to Check

An AI search visibility check is a diagnostic process that determines whether your website'
7 Signs You Need an AI Search Optimization Agency (Not a Freelancer or DIY)

7 Signs You Need an AI Search Optimization Agency (Not a Freelancer or DIY)

An AI search optimization agency is a specialized firm that engineers brand visibility inside LLM-generated
AI Search Optimization Budget: What Should an SMB Actually Spend?

AI Search Optimization Budget: What Should an SMB Actually Spend?

An AI search optimization budget is the planned financial allocation a small or midsize business
The Zero-Click Crisis: Why Your Best Content Gets Read but Never Clicked

The Zero-Click Crisis: Why Your Best Content Gets Read but Never Clicked

Zero-click search is the growing phenomenon where search engines and AI systems answer user queries
50% of Google Searches Now Have AI Overviews: What That Means for Your Business

50% of Google Searches Now Have AI Overviews: What That Means for Your Business

AI Overviews are Google's AI-generated summary answers that appear above traditional search results,
The AI Search Optimization Checklist: 25 Things to Fix This Month

The AI Search Optimization Checklist: 25 Things to Fix This Month

An AI search optimization checklist is a structured, prioritized set of on-page and entity-level fixes
How to Structure Content So AI Can Actually Use It

How to Structure Content So AI Can Actually Use It

AI-ready content structure is the deliberate architectural design of web content so AI retrieval systems
GEO vs SEO: The Complete Guide to How They Differ

GEO vs SEO: The Complete Guide to How They Differ

GEO (Generative Engine Optimization) is the practice of engineering content for citation and visibility inside
Brand Visibility in AI Answers: What it Actually Means for Your Business Pipeline

Brand Visibility in AI Answers: What it Actually Means for Your Business Pipeline

Brand visibility in AI answers measures whether and how AI systems like ChatGPT, Gemini, and