AI visibility, measured.
Notes on generative engine optimization, answer share, and how AI systems decide which brands to recommend.
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How AI recommends brands: the underlying mechanics of LLM decisions
Learn the exact technical mechanism behind how AI recommends brands, from retrieval-augmented generation to entity resolution and citation logic.
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Answer share: the metric replacing rankings in AI search
Answer share is the percentage of relevant AI answers that mention or recommend your brand. Here is a working definition, why it matters more than rankings, and how to start measuring it.
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