What is generative engine optimization?
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Generative engine optimization is the practice of making a brand retrievable and citable inside AI-generated answers from engines like ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini. Where SEO optimises for a position in a list of links, GEO optimises for inclusion in a synthesised answer, which rewards entity clarity, structured data, and self-contained answer passages.
Is GEO different from SEO?
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It extends SEO rather than replacing it. AI engines retrieve from the same crawled index, so crawlability, rendering, and indexation remain prerequisites. What is new is the emphasis on entity resolution, passage-level answers, and third-party corroboration, because the engine is choosing which sources to paraphrase rather than which links to list.
How long does GEO take to work?
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Long-tail and comparison queries typically show first citations within 30 to 60 days of implementation. Category-defining head terms take three to six months because they depend on off-site corroboration accumulating, which cannot be shipped in a sprint.
How do you measure AI visibility?
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With a fixed probe set of 100 to 300 buying queries run repeatedly across each engine per cycle. Because model outputs vary between runs, we report citation frequency, position inside the answer, sentiment, and competitor share-of-voice as trends rather than reporting a single snapshot as fact.
Can AI engines say incorrect things about my brand?
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Regularly, and it is usually fixable. Factual errors almost always trace to a stale third-party source, a missing entity anchor, or contradictory copy on your own site. Identify the source, correct it, and the correction propagates as the engines re-retrieve.
Does schema markup help with AI citation?
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Yes, indirectly but materially. Structured data lets an engine resolve facts without inference, which raises its confidence in your page as a source. Schema alone will not earn a citation on a thin page, but a strong page without schema regularly loses the citation to a weaker page that made its facts machine-readable.