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What Does "AI Visibility" Actually Mean? (Definition, the 5 Levers, and How to Measure It)

Ask five marketers what "AI visibility" means and you'll get five answers: brand mentions in ChatGPT, citations in Perplexity, rankings inside AI Overviews, share of voice in LLM answers. All partially right — and all describing the outcome , not the mechanism . Here's the working definition we use…

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  1. 2026-11-03 05:50 · DEV Community — AI
    What Does "AI Visibility" Actually Mean? (Definition, the 5 Levers, and How to Measure It)

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