The language of AI visibility.

Whether and how prominently a business appears in AI engine responses to relevant queries.

A named reference to a specific business, brand, or source within an AI engine's generated response.

A bot operated by an AI company to fetch, index, or retrieve web content for use in training or live answer generation.

The percentage of AI engine responses, across a defined prompt universe, in which a business is mentioned relative to competitors.

The percentage of relevant AI engine prompts in which a business is named or recommended, regardless of whether a citation link is provided.

The practice of structuring content and technical signals so that AI engines select and use that content when generating answers.

Optimizing content and signals so that large language model-based engines prefer a business's information when generating answers.

AI crawler and agent visits to a client's website, classified by identity and purpose. Also an upcoming GeoScript capability.

The verified, structured, machine-readable representation of what a business actually is, does, serves, and where — used as the factual substrate for AI optimization.

GeoScript's structured, typed extraction of every meaningful signal from a client's website — the foundation for all optimization work.

GeoScript's deterministic, versioned score ranking a business as an agency prospect based on its measurable AI-visibility gap and pursuit fit.

A shareable, token-gated proposal page GeoScript generates from a prospect's AI-visibility data, used by agencies to win client seats.