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Semantic HTML Headings for RAG Systems
RAG pipelines split your page into chunks before anything is retrieved. Heading tags decide where those splits land and what context each chunk carries with it.
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How LLMs Use Author Signals to Decide What to Cite
A model cannot attribute content to nobody. How author signals decide whether your page is a source worth naming, and what most sites are missing.
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How to Run an LLM Extractability Audit on Your Site
A step-by-step procedure for auditing extractability across every page you own, reading the results, and fixing what you find in the right order.
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How to Test Which AI Crawlers Can Access Your Site
Your robots.txt says allow, but that does not mean crawlers get through. How to test real access and find the layers that silently block AI bots.
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Is Your Website Agent Ready? Run These 6 Tests Yourself
Six hands-on tests you can run in 10 minutes to find out whether AI agents can access, understand and act on your site. No signup required.
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Best JSON-LD Schema for LLM Extraction and Generative Search
Which JSON-LD schema types drive the most LLM citations, how generative search engines read them, and the order to implement them on your site.
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