Notes on answer engine optimization, generative visibility, and the mechanics of how AI systems read the web.https://preaeo.com/en-ushttps://preaeo.com/blog/five-checks-page-ranks-never-cited/https://preaeo.com/blog/five-checks-page-ranks-never-cited/The five faults that keep a good page out of AI answers, each with a by-hand check, a command you can run across a site, and the fix.Thu, 30 Jul 2026 00:00:00 GMTaeoauditingfixeshttps://preaeo.com/blog/question-headings-vs-keyword-headings/https://preaeo.com/blog/question-headings-vs-keyword-headings/When to phrase a heading as a question, when a keyword label is still the right call, and how to check every heading on a site in one pass.Thu, 30 Jul 2026 00:00:00 GMTaeoseofixeshttps://preaeo.com/blog/what-ai-crawlers-extract/https://preaeo.com/blog/what-ai-crawlers-extract/An element-by-element inventory of what AI crawlers keep, discard, and only conditionally read — plus the parts you can exclude on purpose.Wed, 29 Jul 2026 00:00:00 GMTcrawlersaeofundamentalshttps://preaeo.com/blog/answer-engine-optimization/https://preaeo.com/blog/answer-engine-optimization/What happens to a page between fetch and answer, the eight signals answer-readiness turns on, and how to check every one of them by hand and at scale.Tue, 28 Jul 2026 00:00:00 GMTaeofundamentalsfixeshttps://preaeo.com/blog/seo-aeo-geo-what-changed/https://preaeo.com/blog/seo-aeo-geo-what-changed/Three acronyms, one page. Here is what answer engines and generative search changed about optimization, and what they did not.Mon, 27 Jul 2026 00:00:00 GMTseoaeogeofundamentalshttps://preaeo.com/blog/check-ai-crawler-access/https://preaeo.com/blog/check-ai-crawler-access/Reading robots.txt tells you what you intended. Six checks that tell you what actually happens when an AI crawler requests one of your pages.Sun, 26 Jul 2026 00:00:00 GMTcrawlersauditingfixeshttps://preaeo.com/blog/gptbot-vs-oai-searchbot/https://preaeo.com/blog/gptbot-vs-oai-searchbot/Every AI bot worth naming in your robots.txt, what each one actually controls, and which ones decide whether an assistant can find you at all.Sat, 25 Jul 2026 00:00:00 GMTcrawlersgeofundamentalshttps://preaeo.com/blog/ai-crawler-access/https://preaeo.com/blog/ai-crawler-access/Which AI bots exist, what each one actually controls, why robots.txt is only half the answer, and how to check whether assistants can reach your pages.Fri, 24 Jul 2026 00:00:00 GMTcrawlersgeofundamentalshttps://preaeo.com/blog/how-to-write-an-answer-block/https://preaeo.com/blog/how-to-write-an-answer-block/The highest-weighted answer-readiness signal is a passage that answers its own heading in one breath. What it is, how to write one, how to check it.Thu, 23 Jul 2026 00:00:00 GMTaeofixesfundamentalshttps://preaeo.com/blog/what-answer-engines-read/https://preaeo.com/blog/what-answer-engines-read/A walk through what actually gets extracted from a page when an AI system reads it, and which parts of your HTML never make the trip.Mon, 20 Jul 2026 00:00:00 GMTaeofundamentalshttps://preaeo.com/blog/five-things-keeping-you-out-of-ai-answers/https://preaeo.com/blog/five-things-keeping-you-out-of-ai-answers/Pages that rank fine and still never get cited usually share the same five faults. Each one is fixable in an afternoon.Mon, 13 Jul 2026 00:00:00 GMTaeogeofixes