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    AEO AnalyticsMetrics & Analytics 9 min read

    Share of Voice in AI Search: The New North-Star Metric

    Moving beyond Google blue links to measure conversational AI dominance.

    SM

    ScaleMatrix AI Research Desk

    VP of AI Analytics · Published October 2026

    The Death of Rank Position 1-10

    Conversational AI models do not return a list of 10 blue links. They return syntheses containing 1 to 3 cited recommendations.

    Measuring your brand by 'keyword rank' is obsolete. The new benchmark is Share of Voice (SoV): what percentage of relevant target buyer prompts feature your brand as a top recommendation?

    How ScaleMatrix Measures AI SoV

    We execute thousands of randomized buyer intent prompts across 12 generative engines daily.

    Our engine parses brand mention frequency, position precedence, sentiment orientation, and source link citations to yield a unified 0-100 AI Visibility Index.

    Ready to Implement These AEO Practices?

    Run a free 60-second AI Visibility Audit to see how your brand entity performs across ChatGPT, Perplexity, Claude, and Google AI Overviews.