Optimization
What to change on a site so AI engines retrieve it, cite it and describe it accurately. Passage retrievability, entity clarity, source authority, machine-readable structure and the difference between a citation and a mention.
3 articles. ← All posts
Built for Two Readers: Why Every Machine Layer on This Site Is Generated From the Page
The build behind khadijazaman.com: Eleventy, a Git-backed CMS, and markdown twins, answers.json, CSP and lastmod all generated from the rendered page.
Read the post →The LLM Technical SEO Checklist: Seven Stages From Crawler Access to Citation
A technical SEO checklist for AI search: seven stages in order, every check with a pass rule and a P0 to P2 priority, backed by sources and run on a live site.
Read the post →How to Get Your Brand Cited by ChatGPT, Gemini and Perplexity
Ranking #1 in Google no longer guarantees you appear in an AI answer, because the systems judge content differently. A checklist to make pages retrieval-ready.
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