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Notes on getting cited.
Guides on GEO, structured data, and llms.txt, grounded in sources like the KDD 2024 GEO study (Aggarwal et al.), where citing sources raised AI-citation visibility by about 40%.
Structured Data for AI Search: Which Schemas Actually Matter
Not all Schema.org markup is equal for GEO. Here are the JSON-LD types that move the needle for AI citation, Organization, FAQPage, Product, and Article, and how to use them.
Read →llms.txt Explained: The One File Most Brands Are Missing
llms.txt is a machine-readable index that tells AI crawlers what your site is and what matters on it. Here's what goes in it, where it lives, and why it's a quick GEO win.
Read →What Is Generative Engine Optimization (GEO)? A Plain-English Guide
GEO is how you get cited by ChatGPT, Claude, Gemini, and Perplexity. Here's what it is, how it differs from SEO, and the concrete signals that make an AI recommend your brand.
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