Citation Density

The frequency and provenance of editorial citations of a firm across publishers that AI systems weight as authoritative. The third of the eight signals.

Definition

The frequency and provenance of editorial citations of a firm across publishers that AI systems weight as authoritative. The third of the eight signals.

Why this matters

Citation density is the single highest-yield signal for ChatGPT, Perplexity and Copilot recommendation surface.

Where it sits in The Standard™

This term is part of the canonical AI Discovery vocabulary, published in the Body of Knowledge alongside the Eight Discovery Signals and The Methodology Handbook. The full glossary contains 56 terms — the operative vocabulary for AI Discovery practitioners.

Practitioner note

Practitioners certified through Certified™ are tested on the AI Discovery vocabulary. This glossary is the institutional reference.

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