Resources & Governance Evidence Base

The AIVO Standard™ is more than a methodology - it is a recognized global framework, published, cited, and validated across academic repositories, research platforms, and knowledge ecosystems.

This library provides boards, executives, and compliance teams with direct access to the evidence base behind our audits, Risk Probes, and certification.

Featured Governance Downloads

• AIVO Standard™ v3.0 (Zenodo DOI: 10.5281/zenodo.17013901)

  The definitive framework for AI Visibility Optimization.

• PSOS™ Methodology v1.0 (Zenodo DOI: 10.5281/zenodo.17081529)

  Turning visibility into a governance-grade KPI.

• AIVO Ecosystem v3.0 Whitepaper (Zenodo DOI: 10.5281/zenodo.17077554)

  The foundational ecosystem for enterprise adoption.

• Compliance Checklist - 9 Stages of AI Visibility

  A self-assessment tool for internal governance teams.

Published Standards & Academic Repositories

• GitHub Repositories:

  AIVO Standard · PSOS Methodology · CitationMapper

• Hugging Face Ecosystem:

  AIVO Standard Space · AIVO Mesh Lab · CitationMapper Datasets

• Zenodo DOIs:

  AIVO Standard Ecosystem v3.0 · AIVO Methodology v3.0 · PSOS™ Methodology v1.0 · Prior Versions Archive

• Other Academic Platforms:

  ORCID Profile · Academia.edu · SSRN Preprint · Internet Archive

Thought Leadership & Ongoing Research

• AIVO Journal (aivojournal.org) — research articles including:
  • Establishing the AIVO Standard™ as a Global Benchmark
  • Prompt-Space Occupancy Score (PSOS™): Turning Visibility into a Governance KPI
  • Knowledge Mesh™ and Micro-Atoms: Infrastructure for Machine-Readable Knowledge
  • Generative Engine Optimization vs AI Visibility Optimization
• Medium Articles: Strategy insights and board-level commentary
• Substack Archives: Deep-dive essays and governance briefs

Why This Matters for Boards

Unlike SEO dashboards or marketing blogs, the AIVO Standard™ is published, cited, and validated across independent repositories.

This ensures:

• Transparency - methodology is openly published.
• Credibility - referenced in academic and governance platforms.
• Accountability - DOIs and citations create a verifiable audit trail.
• Trust - enterprises and regulators can rely on a standard, not a black box.

Every board audit, Risk Probe, and certification we deliver is grounded in this published evidence base.

The AIVO Standard™ is not a claim - it is a documented global framework with governance credibility and academic validation.

Download AIVO Standard™ v3.0 View All Zenodo Publications