What question did this study set out to answer?

To document the strategies for achieving expanded visibility of digital entities through AI.

February 9, 2026Open Access

Stage 11 — Growth Visibility: Scaled Cross-Platform Expansion (v0.7)

Key Points

To document the strategies for achieving expanded visibility of digital entities through AI.
Examined growth patterns in visibility across scales and regions
Analyzed multi-region and cross-platform dynamics
Identified growth conditions for AI-mediated discovery
Outlined strategies for achieving sustained AI-mediated visibility
Described dynamic patterns in visibility across various regions
Identified conditions that support lasting growth in AI discovery

Abstract

Comprehensive technical documentation of Stage 11 of the 11-Stage AI Visibility Lifecycle. Covers how digital entities achieve expanding visibility across scale, regions, and query families through large-scale AI system utilisation. Details cross-platform expansion patterns, multi-region visibility dynamics, query family growth, geographic scaling, and the growth conditions that characterise sustained, expanding AI-mediated discovery beyond baseline presence. Part of the AI Visibility Architecture (AIVA) framework documentation.

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