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Framework for Measuring AI Search Presence and Impact

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A new framework aims to help marketers measure their brand's presence in AI-generated search answers. The three-layer model covers AI search presence, readiness, and business impact, moving beyond traditional metrics like rankings and clicks.

The framework includes a diagnostic matrix and workbook with examples. It is designed for SEOs and marketing teams adapting to the shift from conventional search to AI assistants.

Reported by Aleyda Solis

Topics: Measurement, ChatGPT, Citations

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