Glossary
Prompt Intent
Prompt intent is the underlying task a person wants an AI engine to complete, such as learning, comparing, troubleshooting or choosing a vendor. Two prompts can use similar words but have different intent, so they may retrieve different sources and produce different brand recommendations.
In plain terms
It is the job behind the question: learn something, compare options or make a choice.
Why it matters
Intent determines which content and proof an engine needs. A definition page rarely satisfies a vendor-shortlist prompt.
How to apply it
- Label prompts by informational, comparison, transactional or support intent.
- Map each intent to a page that genuinely answers it.
- Measure visibility separately by intent and buying stage.
Example
“What is identity governance?” asks for education; “best identity governance platform for healthcare” asks for a shortlist and requires eligibility evidence.
Sources
Related reading
Related terms
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Ranking is no longer enough
You need to be cited, mentioned, and recommended.
Being cited, mentioned, and recommended are three different outcomes, and most brands only ever achieve the first one. Ranking is no longer enough because AI engines answer buyers directly and name only a short list of vendors as the recommendation — everyone else is cited in passing, if at all. Get a free AI Visibility Report to see exactly where your brand appears today across ChatGPT, Google AI Overviews, Gemini, Perplexity, and Copilot, where competitors are winning the recommendation instead, and what's keeping you from moving up the shortlist.