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Research notes

Articles

Practical guides on answer engine optimization, question-led content strategy, LLM visibility, testing, and entity clarity.

Answer Engine OptimizationQuestion StrategyContent Structure

Answer Engine Optimization

What Makes An Answer Easy For AI Systems To Reuse?

A grounded framework for making web answers clearer, better supported, easier to retrieve, and harder to misread.

May 16, 2026 12 min read

Question Strategy

How To Build A Question Map Before Writing An Article

A practical workflow for collecting, grouping, and prioritizing reader questions before drafting an answer-first article.

May 15, 2026 11 min read

Answer Engine Optimization

Answer Engine Optimization Is Not Just SEO With New Labels

A careful definition of answer engine optimization, what still belongs to SEO, what changes, and what to do instead of chasing AI visibility hacks.

May 14, 2026 12 min read

Content Structure

The Anatomy Of A Page That Can Be Quoted, Summarized, And Cited

A practical page structure for making answers easier to quote, summarize, cite, verify, and test.

May 13, 2026 12 min read