Why it matters
A brand with 40% mention rate overall can sit at 60% on one intent type and near zero on another, and the two failures need different work. A gap on problem-first prompts means AI does not associate you with the problem you solve; a gap on comparison prompts means you are missing from the head-to-head content AI reaches for when someone is choosing. Without the breakdown, both look like one mediocre average.How Cited uses it
Intent is assigned during prompt generation, against target shares so a library is not accidentally weighted toward one kind of question. Dashboard metrics are filterable by intent type, and gap analysis surfaces competitors leading within a specific one.Brands tracked before the six-type set was introduced may still show legacy tags in historical data — Category Discovery, Price & Value, Use Case, Gifting, Attribute-Led, Problem-Solving. They are retained so older prompts stay readable.
Related concepts
- Intent taxonomy — the full framework and how to read your own split
- Prompt archetype — another name for the same six types
- Prompt intent — the underlying purpose behind a prompt
- How we generate prompts — where classification happens