> ## 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.

# Intent Classification

> Intent classification is the process by which AI systems categorize a user's query into intent types — informational, navigational, transactional, or commerc...

*Core concept* · *Search*

## Definition

Intent classification is the process by which AI systems categorize a user's query into intent types — informational, navigational, transactional, or commercial investigation — to determine the most appropriate response format and source type.

## Why It Matters for AI Search

Intent classification shapes which content gets cited for which queries. AI systems match content type to query intent: informational queries favor comprehensive definitions and explanations; commercial investigation queries favor comparison content and authoritative reviews; transactional queries favor direct product or service descriptions. Brands that map their content to specific intent types — rather than producing generic content that aims to cover all intents — build more precisely targeted citation opportunities.

## Related Terms

<CardGroup cols={2}>
  <Card title="Search intent" href="/ai-search-glossary/search-intent" />

  <Card title="Conversational query" href="/ai-search-glossary/conversational-query" />

  <Card title="User intent" href="/ai-search-glossary/user-intent" />

  <Card title="Intent matching" href="/ai-search-glossary/intent-matching" />

  <Card title="AEO" href="/ai-search-glossary/aeo" />
</CardGroup>

## Relevant Plate Lunch Collective Services

[AI SEO](https://www.platelunchcollective.com/services/ai-seo)  [Citation-Ready Content](https://www.platelunchcollective.com/services/citation-ready-content)