> ## Documentation Index
> Fetch the complete documentation index at: https://wiki.platelunchcollective.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Citation Audit

> An AI citation audit is a systematic evaluation of how a brand is currently represented across AI search platforms — what is being said about it, which sourc...

*Methodology* · *Citation & Visibility Measurement*

## Definition

An AI citation audit is a systematic evaluation of how a brand is currently represented across AI search platforms — what is being said about it, which sources are being cited, where inaccuracies or gaps exist, and how its citation footprint compares to competitors. It is the diagnostic foundation of any AI SEO engagement.

## Why It Matters for AI Search

You cannot optimize a brand's AI representation without first measuring it. An AI citation audit answers the questions that precede strategy: Is the brand being cited at all? For which queries? With what characterization? From which sources? Where are the inaccuracies? What is the competitor citation landscape? Without this baseline, [AI SEO](https://www.platelunchcollective.com/services/ai-seo) work is directionally blind. The audit converts abstract optimization goals into a specific, prioritized list of what to fix first.

## Related Terms

<CardGroup cols={2}>
  <Card title="Context Map" href="/ai-search-glossary/context-map" />

  <Card title="Prompt visibility" href="/ai-search-glossary/prompt-visibility" />

  <Card title="Brand citation rate" href="/ai-search-glossary/brand-citation-rate" />

  <Card title="Citation landscape" href="/ai-search-glossary/citation-landscape" />

  <Card title="AI Search Visibility Assessment" href="/ai-search-glossary/ai-search-visibility-assessment" />
</CardGroup>

## Relevant Plate Lunch Collective Services

[Context Map](https://www.platelunchcollective.com/services/context-map)  [AI Search Visibility Assessment](https://www.platelunchcollective.com/services/context-map)