AIVO Standard 101 — The Definitive Guide to AI Visibility Optimization

Traditional search rewarded position, AI rewards persistence. The AIVO Standard™ (De Rosen, 2025a) extends beyond Search Engine Optimization (SEO) and Generative Engine Optimization (GEO) by measuring representation persistence in generative models such as ChatGPT, Gemini, Claude, and Perplexity. This article defines AIVO’s conceptual lineage, architecture, and governance model, incorporating methodology updates from version 3.0 (AIVO Standard, 2025a) and proposed extensions in v3.5 (AIVO Standard, 2025b).

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-20
DOI
https://doi.org/10.5281/zenodo.17403487
Primary Topic
Prenatal Screening and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
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article

AIVO Standard 101 — The Definitive Guide to AI Visibility Optimization

Zenodo (CERN European Organization for Nuclear Research)
Prenatal Screening and Diagnostics
article

AIVO Standard 101 — The Definitive Guide to AI Visibility Optimization

article en

Abstract

Traditional search rewarded position, AI rewards persistence. The AIVO Standard™ (De Rosen, 2025a) extends beyond Search Engine Optimization (SEO) and Generative Engine Optimization (GEO) by measuring representation persistence in generative models such as ChatGPT, Gemini, Claude, and Perplexity. This article defines AIVO’s conceptual lineage, architecture, and governance model, incorporating methodology updates from version 3.0 (AIVO Standard, 2025a) and proposed extensions in v3.5 (AIVO Standard, 2025b).

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 27%
Prenatal Screening and Diagnostics
DOIOpen Access PDFOpenAlex
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AIVO Standard 101 — The Definitive Guide to AI Visibility Optimization · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS