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Microsoft Clarity Now Shows Grounding Queries Behind AI Citations: the Practical Angle

Notes / SEO / May 22, 2026

Microsoft Clarity Now Shows Grounding Queries Behind AI Citations

When you ask Copilot a question, it translates your words into simple search terms called grounding queries to find facts on the. The practical question is what this changes for SEO, content quality, and AI search visibility.

LLM Guidance Doesn’t Transfer the Way SEO Guidance Did: the Operator's View

Notes / SEO / May 22, 2026

LLM Guidance Doesn’t Transfer the Way SEO Guidance Did

The era of portable guidance was built on actual collaboration, not coincidence. The Sitemaps protocol became the joint property. The practical question is what this changes for SEO, content quality, and AI search visibility.

Google Begins Rolling Out May 2026 Core Update: the Practical Angle

Notes / SEO / May 22, 2026

Google Begins Rolling Out May 2026 Core Update

As of publication, Google hasn't published a companion blog post or shared specific goals for the May core update. The only. The practical question is what this changes for SEO, content quality, and AI search visibility.

Google’s Llms.txt Guidance Depends on Which Product You Ask: the Practical Angle

Notes / SEO / May 21, 2026

Google’s Llms.txt Guidance Depends on Which Product You Ask

Google's Search team has maintained for over a year that llms.txt is not a Google initiative or something Google plans to adopt. The practical question is what this changes for SEO, content quality, and AI search visibility.

Mt. Stupid Has a Pricing Page: the Practical Angle

Notes / SEO / May 21, 2026

Mt. Stupid Has a Pricing Page

Anthropic published its main interpretability research post in May 2024. It opens: "We mostly treat AI models as a black box:. The practical question is what this changes for SEO, content quality, and AI search visibility.

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.