AI Prompt Intent Classifier: which questions are worth winning?
Sort AI questions by intent and value, and see the page each needs.
- Free to use
- Nothing to install
- No sign-up
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About the AI Prompt Intent Classifier
Not every question people ask AI assistants is worth the same. "What is local SEO?" brings readers; "best SEO agency in Pune" brings clients. Paste up to 50 questions, one per line, and we sort each one by intent (recommendation, ready to buy, local, cost and reviews, comparison or information), give it a business value score, and show the kind of answer AI tools tend to give and the page that wins it. Add one of your pages to see whether its format fits the high-value questions.
How it works
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Step 1
Paste the questions your buyers ask, one per line: from sales calls, Search Console queries, People Also Ask or your own AI searches.
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Step 2
Optionally add a page of yours to check against the questions.
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Step 3
Start with the high-value questions: each shows the answer format and the page to build or improve.
How intent is detected
From the words in the question: "best", "top" and "recommend" signal a recommendation; "price", "cost" and "worth it" a cost or review question; "vs" and "alternative" a comparison; "near me" or a city a local question; "buy", "hire" and "book" a ready-to-buy question. When a question has several signals, the most commercial one wins.
Why value matters
Recommendation, local and ready-to-buy questions come from people close to choosing a provider, so an AI answer that names you there is worth far more than a mention in a definition. The score is for prioritising, not a measure of search volume.
Frequently asked questions
Where do I find the questions?
In Google Search Console (queries that start with what, how, best or which), People Also Ask boxes, your sales and support emails, and the follow-up questions AI assistants suggest.
Does it use AI?
No. The rules are transparent and run on our server, and nothing you paste is stored.
What does the page check do?
We classify your page's format (service page, guide, comparison, list and so on) and mark which questions it can win. A guide rarely wins "best agency in Pune"; a service page with proof and a location can.
Related reading
- Cited Content Pattern Analyzer
- How to get cited in AI search: a GEO guide for your business
- AI search optimisation (GEO)
- Topical authority: plan content clusters for Google and AI
- Local keyword research: find what nearby customers search
- Prompt research: find the questions customers ask AI assistants
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