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Mueller Explains Why Google Uses Markdown on Dev Docs: the Practical Angle

Notes / SEO / May 21, 2026

Mueller Explains Why Google Uses Markdown on Dev Docs

His reasoning focuses on two different website goals. He called the first "discovery," or being found via a search engine, and. The practical question is what this changes for SEO, content quality, and AI search visibility.

Nearly Half of Online Articles Are Now AI-generated: Study: the Practical Angle

Notes / SEO / May 21, 2026

Nearly Half of Online Articles Are Now AI generated: Study

Nearly half of sampled English language articles published online were classified as mostly AI generated by three commercial AI. The practical question is what this changes for SEO, content quality, and AI search visibility.

It Works Until It Doesn’t: AI Content Strategies That Backfire: the Practical Angle

Notes / SEO / May 20, 2026

It Works Until It Doesn’t: AI Content Strategies That Backfire

Before we dive in, it's important to set the stage with my approach and provide some important disclaimers. This analysis is. The practical question is what this changes for SEO, content quality, and AI search visibility.

SEO/GEO Audits with AI Fail Without These 3 Essentials: the Operator's View

Notes / SEO / May 20, 2026

SEO/GEO Audits with AI Fail Without These 3 Essentials

Let's take a simple example: generating SEO recommendations for an existing blog. This should be an easy task for an advanced. The practical question is what this changes for SEO, content quality, and AI search visibility.

The Funnel Query Pathway: a Framework for Measuring AI Visibility: the Practical Angle

Notes / SEO / May 20, 2026

The Funnel Query Pathway: a Framework for Measuring AI Visibility

The measurement question, as the industry currently frames it, uses the wrong reference discipline. Brands still hunting for the. The practical question is what this changes for SEO, content quality, and AI search visibility.

Fashion AI SEO: How to Improve Your Brand’s LLM Visibility: the Operator's View

Notes / SEO / May 20, 2026

Fashion AI SEO: How to Improve Your Brand’s LLM Visibility

There are three ways people will see your brand in AI search: brand mentions, citations, and recommendations. Brand mentions are. The practical question is what this changes for SEO, content quality, and AI search visibility.

How Ecommerce Brands Actually Get Discovered in AI Search: the Strategic Visibility Angle

Notes / SEO / May 20, 2026

How Ecommerce Brands Actually Get Discovered in AI Search

If you're familiar with SEO, getting AI visibility is similar. It starts with how search systems decide what to display. But for. The practical question is what this changes for SEO, content quality, and AI search visibility.