AI Search
How generative engines find, chunk, and cite content — research on AI Overviews, ChatGPT Search, Perplexity, and the mechanics of earning citations.
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llms.txt Adoption Data: Server-Log Analysis (12-Day Study)
We logged every request to our site for 12 days to answer one question: does anything actually read llms.txt? The bots came about a thousand times. The answer is zero.
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Query Fan-out: Why Optimizing Passages Beats Optimizing Keywords in AI Search
How AI search engines split one query into sub-intent queries, why chasing the exact fan-out strings fails, and how to write self-contained passages that survive retrieval and earn citations.
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Generative Engine Optimization (GEO): Technical Citation Guide
Master generative engine optimization (GEO). Learn how AI engines crawl, chunk, and cite content, plus a prioritized checklist to boost your site’s citation rate.
