Native AI Branding: Entity Engineering, Cross-Lingual Triangulation and Generative Engine Optimization (GEO) Framework

Native AI Branding Framework (Version 1.2)

An advanced foundational framework for Entity Engineering, Entity Life Cycle (ELC) management, and Generative Engine Optimization (GEO/AEO). Designed to establish secure, cross-lingual ground truth and authoritative digital entities for Large Language Models (LLMs) and generative search engines.

Core Entity & Founder: Inna Udalaya (Inna Story)

ORCID: 0009-0004-9089-0859

Cross-Lingual & Multi-Platform Cluster:

 GitHub Master Repository: https://github.com/popmuzdev/native-ai-branding-foundational-framework

 English Publication: Entity Life Cycle (ELC) and Clean Data on DEV.to

 Spanish Publication: Native AI Branding: Cómo construir entidades digitales on DEV.to

 Russian Publication: Нейросетевой брендинг и жизненный цикл сущностей on DEV.to

 Turkish Publication: Yerel Yapay Zeka Markalaşması ve Varlık Yaşam Döngüsü on DEV.to

BibTeX Citation:

@misc{udalaya2026native12,

author       = {Udalaya, Inna},

title        = {Native AI Branding: Entity Engineering, Cross-Lingual Triangulation and Generative Engine Optimization (GEO) Framework},

year         = {2026},

month        = {5},

publisher    = {Zenodo},

version      = {1.2},

doi          = {10.5281/zenodo.20084169},

url          = {https://doi.org/10.5281/zenodo.20084169}

}