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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. Author signals are how it decides whether your page is a source worth naming, and most sites give it almost nothing to work with.
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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 correctly, and fixing what you find in the order that matters.
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How to Test Which AI Crawlers Can Access Your Site
Your robots.txt says allow. That does not mean the crawlers get through. Here's how to test actual access, and which infrastructure layers silently block AI bots before they reach your server.
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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 tools to install, no signup required.
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Best JSON-LD Schema for LLM Extraction and Generative Search
Not all schema types are equal for AI visibility. Here's which JSON-LD schemas drive the most LLM citations, how generative search engines use them, and the implementation priority for your site.
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