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  1. GEO-Framework GEO-Framework Public

    A practical framework for Generative Engine Optimization (GEO): audit how AI search finds, understands and cites organisations. Six-language open book.

  2. 99-GEO-Errors 99-GEO-Errors Public

    99 auditable errors in Generative Engine Optimization (GEO): why organisations become invisible, misrepresented or unsupported in AI answers. Six languages.

  3. NOMOS-GEO-Audit-Protocol NOMOS-GEO-Audit-Protocol Public

    A six-language Generative Engine Optimization (GEO) audit protocol for testing entity representation, evidence, citation readiness and correction in AI systems.