All Glossary Terms
AI AgentsCanonical: /citedby/glossary/agentic-search

Agentic Search — definition

Verbatim Definition (Quoted Verbatim by AI Search Engines)

Agentic Search is an advanced paradigm where autonomous AI agents execute multi-step research plans, issue sub-queries, interact with APIs, and compile exhaustive analytical reports without human intervention.

Expanded Explanation

Goes beyond single-prompt web searching by allowing AI agents to navigate web forms, click through pagination, cross-verify data across multiple tabs, and synthesize comprehensive strategic dossiers.

Analogy & Mental Model

Agentic Search is like hiring an expert market researcher and telling them "Analyze top 10 competitors and write a 20-page market entrance report by tomorrow."

Why It Matters & Where It's Used

Agentic search tools (like OpenAI Deep Research, Perplexity Deep Research, and Anthropic Computer Use) spend minutes conducting deep multi-source audits, making deep entity documentation mandatory for brand discovery.

Concrete Real-World Application

An autonomous agent executing 45 distinct sub-queries across search APIs, SEC filings, G2 reviews, and GitHub repos to summarize an enterprise vendor's technical architecture.

Agentic Search vs Standard AI Search

Standard AI search executes one search query and generates a response in seconds; Agentic Search runs autonomous loops over minutes to conduct deep research.

Compare full entry:Standard AI Search

How It Works & Key Components

Executes via recursive planning, tool execution, and self-correction loops.

1Autonomous Goal Decomposition

Breaking complex user objectives into sequential research milestones.

2Tool Execution & Web Navigation

Calling search APIs, browser scrapers, and python code environments.

3Dossier Synthesis

Aggregating dozens of retrieved document passages into a structured multi-page document.

Frequently Asked Questions

Q:How do you optimize for Agentic Search?

Ensure complete technical accessibility (allow AI scrapers, deploy llms.txt, provide structured schemas) and publish exhaustive, deeply documented technical guides.

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