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[ Definition ]

What is LLM Visibility?

LLM visibility is a measure of whether, how often and how favorably large language model assistants mention a brand when people ask questions in its category. It is tracked with a fixed prompt set re-run on a schedule across platforms such as ChatGPT, Perplexity, Gemini, Copilot and Google AI Mode, and scored for citation share, citation order, sentiment and competitor share of voice.

How it shows up in our work Bonsai Marketing tracks LLM visibility monthly for every AI search program and as a standalone service. LLM visibility tracking →

See where you
actually stand.

A Foundation Assessment reads your search, local and AI visibility before any work is proposed.

[ ANSWERSLOT.AI · A BONSAI MARKETING COMPANY ]

Does Siri name you — or your competitor?

Assistants return one or two names, not a page of results. AnswerSlot reads your Google profile and your site the way an assistant reads them, asks the models the questions your customers actually ask, and shows you what came back — including the business it named instead of you.

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