> ## 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.

# Agentic Search

> Agentic search is a mode of AI-powered information retrieval in which an AI agent autonomously conducts multi-step research — breaking a complex query into s...

*Core concept* · *AI Search Infrastructure*

## Definition

Agentic search is a mode of AI-powered information retrieval in which an AI agent autonomously conducts multi-step research — breaking a complex query into subtasks, querying multiple sources, synthesizing results, and producing a structured output — rather than returning a single answer to a single query.

## Why It Matters for AI Search

Agentic search represents the next evolution beyond conversational AI assistants. Where a single-turn AI search returns one answer, an agentic system might research a topic across dozens of sources, compare options, and produce a recommendation — all without human prompting between steps. Brands that surface in agentic research workflows gain presence at a deeper stage of the buyer journey than traditional [search visibility](https://www.platelunchcollective.com/services/consulting/ai-search-visibility) captures.

## Related Terms

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

  <Card title="Retrieval pipeline" href="/ai-search-glossary/retrieval-pipeline" />

  <Card title="Model Context Protocol" href="/ai-search-glossary/model-context-protocol" />

  <Card title="LLM visibility" href="/ai-search-glossary/llm-visibility" />

  <Card title="Multi-step retrieval" href="/ai-search-glossary/multi-step-retrieval" />
</CardGroup>

## Relevant Plate Lunch Collective Services

[AI SEO](https://www.platelunchcollective.com/services/ai-seo)  [AI Search Visibility Assessment](https://www.platelunchcollective.com/services/context-map)