Documentation Index
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Core concept · Citation & Visibility Measurement
Definition
A prompted citation is a brand mention that appears in an AI-generated response when the query directly asks about the brand — “what does Plate Lunch Collective do,” “tell me about [brand]” — as opposed to organic mentions that arise from category or topic queries.
Why It Matters for AI Search
Prompted citations are a measure of AI awareness; organic citations are a measure of AI authority. A brand that appears when directly named but not when its category is queried has awareness without authority — it exists in the AI’s knowledge but is not considered relevant enough to surface unprompted. The goal of AI search optimization is to increase organic citation frequency, not just prompted citation accuracy — moving from “AI knows about us when asked” to “AI mentions us when relevant.”
Relevant Plate Lunch Collective Services
AI Search Visibility Assessment Context Map
