AI Visibility
Insights
Technical research on the infrastructure that determines whether AI systems cite, trust, and recommend your brand. Written by Francesco Tinti.
Why Your Brand Scores 0 in ChatGPT: A Technical Breakdown
Most enterprise brands are completely invisible to AI answer engines — not because of bad content, but because of a structural data architecture problem that traditional SEO never addresses. Here is exactly what is happening and why.
Read article →AEO vs GEO vs SEO: The Complete Comparison for 2026
Three acronyms. Three completely different systems. Three optimization logics that cannot be substituted for one another. Understanding the distinction is the prerequisite for any effective digital visibility strategy.
Read article →How RAG Pipelines Decide Which Brands to Cite
Every time Perplexity or ChatGPT Search generates a response, it follows a specific multi-step process to decide which sources to retrieve and cite. Understanding each step is the technical foundation of AEO.
Read article →Wikidata QIDs and LLM Citation Probability
Wikidata is explicitly included in the training corpora of virtually every major LLM. A complete, verified entity is the single highest-impact GEO intervention a brand can make.
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