Dataset · Hugging Face

NobleJackal/99-GEO-Errors

Name: 99-GEO-Errors
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

99 Errors in GEO Why organisations become invisible, misrepresented or unsupported in AI answers GEO means Generative Engine Optimization. This six-language companion book turns 99 recurring representation failures into auditable warnings. Each warning records the evidence needed, a correction protocol, a revalidation question and a machine-readable rule. Start reading: Open the English PDF · Choose one of six languages · Cite the DOI Kaan Muraz · NobleJackal ·… See the full description on the dataset page: https://huggingface.co/datasets/NobleJackal/99-GEO-Errors.

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Author / organization	NobleJackal
License (as declared)	cc-by-4.0
Downloads	128 (as reported by Hugging Face)
Likes	1
Created	21 August 2026
Last updated at source	10 September 2026

geogenerative-engine-optimizationai-searchgenerative-airepresentation-errorsrepresentation-riskentity-resolutionauditcorrection-protocolmultilingualmachine-readableopen-accessebookpdf

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