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Definition

Search Intent

The underlying goal behind a user's search query — informational, navigational, commercial investigation, or transactional. Synonymous with query intent. AI engines match content to intent before retrieving; a mismatch between content type and query intent prevents citation regardless of content quality.

Search intent (also called user intent or query intent) is the underlying goal or purpose behind a search query — what the user is actually trying to accomplish. Matching content to search intent is the foundation of both traditional SEO and AEO.

The four categories of search intent

Informational: User wants to learn.

“How does RAG work” / “What is AEO” / “Why does AI give different answers”

Navigational: User wants to reach a specific destination.

“[Brand] login” / “[Brand] pricing page” / “Anthropic documentation”

Commercial investigation: User is comparing options before deciding.

“Best AI visibility tools” / “[Brand A] vs [Brand B]” / “Alternatives to [Competitor]”

Transactional: User is ready to act.

“[Brand] free trial” / “Buy [Product]” / “Sign up for [Service]”

Why intent matching is critical for AI citation

AI engines are very good at detecting intent and matching it to appropriate content types. A marketing landing page will not be cited in response to an informational query — the engine detects the mismatch. A detailed how-to guide will not be cited as the primary source for a transactional query.

Creating content that precisely matches the intent of your target queries is a prerequisite for citation. If your content doesn’t match what the user is trying to accomplish, it won’t be selected regardless of how well it’s structured.

Intent and content format mapping

Intent type Best content format for AI citation
Informational Guides, explainers, glossary entries, FAQs
Navigational Optimized product/brand pages
Commercial investigation Comparison pages, case studies, reviews
Transactional Pricing pages, sign-up flows, product pages

Search intent is effectively synonymous with query intent. The two terms are used interchangeably in the industry, with “query intent” being more common in AI/LLM contexts and “search intent” more common in traditional SEO contexts.

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