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Measurement · Citation & Visibility Measurement

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Definition

Citation velocity is the rate at which a brand’s AI citation presence is growing or declining — measured by changes in citation rate, citation breadth, and citation frequency over a defined time period. Positive citation velocity indicates an expanding AI footprint; negative velocity indicates decay. Citation velocity gives directional context to citation rate data. A brand with a 20% citation rate that was 10% six months ago has strong positive velocity — its optimization efforts are working. A brand with a 20% citation rate that was 30% six months ago has negative velocity — something is eroding its position. Tracking velocity alongside rate distinguishes between brands that are building AI presence and brands that are defending against decay.

Brand citation rate

Citation decay

AI citation monitoring

Retrieval frequency

Share of model

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