@jaxonparrott
Founder of AuthorityTech and creator of Machine Relations, the parent category for GEO, AEO, AI SEO, and AI PR.
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3d ago · 7 min read · A cross-domain citation flywheel is a content architecture where citations from AI engines self-reinforce across multiple publishing domains. The more independent, authoritative domains that cover a concept with consistent framing, the more likely AI...
Join discussion4d ago · 6 min read · I Built a Coverage Audit Script That Scores PR Articles for Machine Readability When a press article gets placed, I want to know one thing fast: will AI engines actually be able to cite it? Not "is it a good article" — is it structured the way retrie...
Join discussionMay 7 · 7 min read · Entity chains improve AI search visibility because retrieval systems rarely reason from a single mention. They assemble evidence from names, aliases, descriptions, relationships, source pages, schema, and repeated factual claims. When those signals p...
Join discussionMay 6 · 7 min read · How to Build a Citation Verification Queue for AI Visibility If you want content systems to hold up in AI search, you need a verification step after generation and before publish. The shortest version is this: treat every claim like a job in a queue,...
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May 5 · 6 min read · Citation selection and citation absorption are different problems Subtitle: Why AI engines may cite a page without using it, and why that distinction changes how developers measure retrieval quality. When people talk about AI citations, they usually ...
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