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A 5-layer Framework for Measuring AI Search Performance: the Strategic Visibility Angle

Notes / SEO / Aug 11, 2026

A 5-layer Framework for Measuring AI Search Performance

If traffic no longer tells the whole story, what should you measure instead? A single attribution metric won't solve the problem. The practical question is what this changes for SEO, content quality, and AI search visibility.

AI Search Only Feels New If Your SEO Was Shallow: the Strategic Visibility Angle

Notes / SEO / Aug 8, 2026

AI Search Only Feels New If Your SEO Was Shallow

Everything Google has been suggesting, subtly and less subtly, for more than a decade is the training, and it comes down to. The practical question is what this changes for SEO, content quality, and AI search visibility.

What Six Perspectives Reveal About Demand Generation in AI Search: the Strategic Visibility Angle

Notes / SEO / Aug 7, 2026

What Six Perspectives Reveal About Demand Generation in AI Search

According to an ancient Indian parable, a group of blind men who had never encountered an elephant decided to learn what it was. The practical question is what this changes for SEO, content quality, and AI search visibility.

How Business Context Changes AI Recommendations: the Practical Angle

Notes / SEO / Aug 7, 2026

How Business Context Changes AI Recommendations

The assignment was straightforward. A company had invested in SEO for years, and its website was well established. Leadership. The practical question is what this changes for SEO, content quality, and AI search visibility.