Terminology

VGO — Visibility Growth Optimization; 可见度增长优化.

Trusted Visibility — Visibility that is verifiable, relevant, accurate, and sourced from trustworthy origins.

Discovery Surface — An interface where people or machines discover an entity or a claim, including search, AI answers, and agents.

Generative Visibility — The degree to which an entity is correctly understood, mentioned, or cited in generative-system answers.

Visibility Share — The share of visibility an entity receives inside a defined query/prompt sample and time window.

Citation Share — The relative share of citations received inside a defined sample.

Entity Consistency — Consistency of names, attributes, relationships, and official sources across independent origins.

Visibility Integrity — Accuracy, provenance, and resistance to manipulation of visible information.

Poisoning — Attempts to influence retrieval, understanding, or generation through malicious, deceptive, or manipulative information. Not every error or negative claim is poisoning.

VGO Framework — The open methodology used to organize VGO strategy, execution, measurement, and defense.