Category: GEO Basics
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What AI Search Engines Actually Do With Your Content: Retrieval, Extraction, Compression, Citation
Read more →: What AI Search Engines Actually Do With Your Content: Retrieval, Extraction, Compression, CitationBy Artur Ferreira · The GEO Lab · Published: July 2026 What AI Search Engines Actually Do With Your Content: Retrieval, Extraction, Compression, Citation AI search does not read your…
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The Difference Between Being Retrieved and Being Cited in AI Search
Read more →: The Difference Between Being Retrieved and Being Cited in AI SearchBy Artur Ferreira · The GEO Lab · Published: 14 June 2026 The Difference Between Being Retrieved and Being Cited in AI Search Your site appeared in Perplexity’s source panel…
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Why Does AI Search Ignore High-Quality Content?
Read more →: Why Does AI Search Ignore High-Quality Content?By Artur Ferreira · The GEO Lab · Published: 14 June 2026 Why Does AI Search Ignore High-Quality Content? Your content is better than the page Perplexity cited. Three measured…
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10 Content Formats Mapped to Query Intents
Read more →: 10 Content Formats Mapped to Query IntentsTen structural templates, one query intent each — the practitioner’s format-to-intent pattern language that sits under every well-cited page.
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10 Ways AI Crawlers Behave Differently from Googlebot
Read more →: 10 Ways AI Crawlers Behave Differently from GooglebotTen structural differences between AI crawlers and the crawler everyone already knows — and the mental-model shift that has to happen before any of them make sense.
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GEO Means Geography to Gemini: A Documented Disambiguation Failure and What To Do About It
Read more →: GEO Means Geography to Gemini: A Documented Disambiguation Failure and What To Do About ItGemini resolves the GEO acronym as geography on short queries. E042 confirmed the failure across 9 queries. Fix: write the full form in H1, meta desc, and the first 100…
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The SEO Floor: Why GEO Without SEO Is a Strategy Built on Air
Read more →: The SEO Floor: Why GEO Without SEO Is a Strategy Built on AirGEO without SEO is mechanically incoherent. AI search retrieves from organic indexes before generating responses — remove the SEO floor, and there is no retrieval pool for GEO to operate…
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GEO vs AEO vs LLM SEO: What’s the Difference?
Read more →: GEO vs AEO vs LLM SEO: What’s the Difference?GEO, AEO, and LLM SEO compared. AEO is a subset of GEO, not a synonym. LLM SEO is a misnomer. The terminology matters for scope.
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Lily Ray Is Right About the SEO Foundation. Here Is What the GEO Stack Adds.
Read more →: Lily Ray Is Right About the SEO Foundation. Here Is What the GEO Stack Adds.Lily Ray’s March 2026 piece argues GEO tactics can destroy SEO. She’s right about the foundation. But SEO ranking a page and AI systems retrieving a passag
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AI Search Optimization: How to Get Your Content Cited
Read more →: AI Search Optimization: How to Get Your Content CitedAI search optimization means structuring content so Perplexity, ChatGPT, and Google AI Overviews cite it as a source. Here is the exact framework — tested, measured, documented.