Search Intent

Classic SEO distinguishes informational ("what is attribution"), navigational ("geonimo login"), commercial ("best GEO tools") and transactional ("buy X") intent. AI search compresses this taxonomy: a single conversational query often spans several intents, "explain GEO tools, compare the top three for a 10-person team, and tell me which to pick" mixes informational, commercial and transactional intent in one prompt.

AI engines also resolve informational intent without a click, answering directly in the chat. The intents that still send traffic are predominantly commercial and transactional, where users want to verify, see pricing or act, which reshapes which content earns visits versus which earns citations.

When building a prompt set for AI visibility monitoring, intent determines value. Informational prompts ("what is X") build category presence but rarely name brands; commercial prompts ("best X for Y", "X vs Z alternatives") are where recommendation battles happen and where share of model is won or lost. A balanced prompt set weights heavily toward commercial-investigation phrasing because that is where buyers make shortlists.

Intent also guides content: comparison pages and listicles serve commercial intent and are disproportionately cited when AI engines answer "best of" prompts, while deep explainers serve informational intent and build topical authority that supports everything else.

In the AI search funnel, intent progresses inside a single conversation: a user starts informational, narrows to commercial comparison, and ends with transactional follow-ups, all before visiting any site. Content strategy should cover each stage with citable material, so the engine can draw on you throughout the dialogue rather than only at one step. When constructing a tracked prompt portfolio in a tool like Geonimo, tagging prompts by intent stage makes reports actionable: a visibility gap on commercial prompts is a revenue problem today, while a gap on informational prompts is an authority problem for next quarter.