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Glossary

AI search glossary

The vocabulary of AI search visibility, defined plainly. GEO, AEO, LLMO and the metrics behind them, without the jargon fog.

  • AI Search

    Search that answers with a synthesised response instead of a ranked list of links.

  • AI Visibility

    How often and how prominently a brand appears in AI-generated answers across models and prompts.

  • Answer Engine

    A system that responds to a question with a direct answer rather than a list of links.

  • Answer Engine Optimization (AEO)

    Optimizing so answer engines surface and cite your brand as the answer, not just a link.

  • Brand Hallucination

    When an AI model states something false or outdated about your brand as if it were fact.

  • Citation Source

    A page an AI answer draws on and links to, revealing what shaped the response.

  • Generative Engine Optimization (GEO)

    The practice of optimizing content and brand presence so generative AI engines mention and cite you in their answers.

  • Large Language Model Optimization (LLMO)

    Shaping how large language models describe, mention and recommend your brand in their outputs.

  • Neural Cluster Influence (NCI)

    Whaily’s proprietary 1-100 score for how much a source shapes AI answers in your category.

  • Share of Voice

    Of every time a tracked brand is named in an AI answer, the share of those namings that are yours.

These terms all point at one question: does AI mention your brand? Whaily answers it with real measurement across ChatGPT, Gemini, Claude and Perplexity.

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