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Field notes on semantic & AI search.

Practical, entity-first thinking on how modern search actually works, and how to win it durably.

Featured · AI SEO

Optimizing for ChatGPT, Gemini, Claude & Perplexity

AI engines don't rank ten blue links, they synthesize one answer and cite the sources they trust. Here's how their retrieval actually works and how to become a source they quote.

Mehroz ShafiqueJun 2, 202611 min read

Turn insight into permanent rankings.

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SEO Blog | Semantic SEO, AI Search & Topical Authority Guides · Permanent SEO