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Measuring Brand Visibility Across AI Answer Engines

A multi-model empirical study of 110,523 responses across GPT-4.1, Claude Sonnet 4.5, Gemini 2.5 Flash, and Google AI Overviews — plus a 53,720-response web-search extension — and what it means for AEO strategy.

Apr 12, 2026 ·30 min read

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