Dataset · Hugging Face

NobleJackal/GEO-Framework

Name: GEO-Framework
Creator: NobleJackal
License: cc-by-4.0
Keywords: language:en, language:tr, language:de, language:es, language:ru, language:ar, license:cc-by-4.0, size_categories:n<1K, format:json, modality:document, modality:tabular, modality:text, library:datasets, library:pandas, library:polars

NobleJackal GEO Framework A practical framework for making organisations clear, verifiable and citable in AI search GEO means Generative Engine Optimization: the work of helping generative search and answer systems find, understand and support claims about organisations, people and content. This six-language book provides a seven-layer method for auditing entity clarity, evidence quality, machine-readable structure, question coverage, multilingual parity and… See the full description on the dataset page: https://huggingface.co/datasets/NobleJackal/GEO-Framework.

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Author / organization	NobleJackal
License (as declared)	cc-by-4.0
Downloads	175 (as reported by Hugging Face)
Likes	1
Created	21 August 2026
Last updated at source	10 September 2026

geogenerative-engine-optimizationai-searchgenerative-airepresentation-governanceentity-representationcitation-readinessaudit-frameworkmultilingualmachine-readableopen-accessebookpdf

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