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Measurement · Citation & Visibility Measurement

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Definition

AI brand score is a composite metric that measures a brand’s overall AI search presence — aggregating citation rate, citation accuracy, citation sentiment, competitive positioning, and entity completeness into a single score that reflects the health of the brand’s AI representation. It is a proprietary metric category rather than a standardized industry measure. AI brand score attempts to do for AI search what Domain Authority does for traditional SEO: distill a complex set of signals into a single trackable number. Different platforms calculate it differently, and no universal standard exists. For brands tracking AI search performance, a composite score is useful for executive reporting and trend-tracking, but the underlying component metrics — citation rate, entity accuracy, competitive gap — provide the diagnostic specificity needed to drive optimization decisions.

Brand citation rate

Prompt visibility

AI citation audit

Citation consistency

Share of model

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Relevant Plate Lunch Collective Services

AI Search Visibility Assessment Context Map