NobleJackal

NobleJackal

World's first open standard for GEO
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Founder of NobleJackal GEO Framework 🦊 World's first systematic, open-access standard for Generative Engine Optimization (GEO). 18 books in 6 languages (EN, TR, RU, ES, DE, AR) 212+ downloads in 4 hours on HuggingFace 100+ downloads in 3 days on Zenodo Proposed Standard v1.0.0 - DOI: 10.5281/zenodo.21991762 Building for Perplexity, ChatGPT, Gemini, Claude. Mission: Make GEO as systematic as SEO was in 2010.

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NobleJackal GEO Reference System - A framework, error catalogue and audit protocol for GEO

An open-access reference system for examining how organisations are represented in generative search and answer systems. It brings together the NobleJackal GEO Framework, 99 Errors in GEO and the NOMOS GEO Audit Protocol. Each work is available in six languages, creating 18 language editions, with source files and machine-readable versions openly available. It is an independently published proposal for testing and critique. It is not an adopted standard or a guarantee of AI citations.
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