L3 AI Layer

The degree to which content is structured, authoritative, and clear enough to be cited by an AI model as a source in a generated answer.

A measure of how frequently and accurately AI models reference, cite, or recommend a brand or piece of content in their generated responses.

A 3LA metric measuring how many of a page's intent-critical claims — price, service, FAQ, rating, organization, location — are proven with Schema.org markup rather than merely asserted in prose. Platform data: 76.2% low gap, 23.8% medium gap across 909 claims tracked. An LLM cites what it can verify.

A 3LA metric measuring whether the same fact is grounded in two or more independent structures — body text, table, and JSON-LD. For an inference engine, data redundancy equals trust. CRG quantifies how single-sourced, and therefore fragile, a site's information architecture is.

The ability of LLM agents and AI crawlers to access, parse, and understand a website's content for use in training or real-time retrieval.

The AI citation readiness score (0–100). Measures how likely AI models are to cite your content in generated answers.