Module 2 · Prompts

The prompt layer for AI search.

The prompts you track are the lens on AI visibility. Citations.io picks the right ones, scores them and keeps them honest.

What's in the module

Recommendation engine — 8-bucket prompt generator (category, buyer intent, problem, comparison, local, brand, citation intent, agency).
Prompt Packs — curated bundles: Brand Visibility, Buyer Intent, Comp Comparison, Local, Problem/Solution, Category Leadership, Alternatives, Source/Citation, Agency.
Opportunity Score — deterministic ranking on commercial intent × competitor risk × confidence × funnel × diversity.
Suggested / Accepted / Edited / Dismissed — a clean separation of recommendations from tracked prompts.

FAQ

How are prompts generated?+

An 8-bucket prompt engine derives candidates from your brand profile (category, intent, problem, competitor comparison, local, brand, citation, agency).

What is the Opportunity Score?+

A deterministic score combining commercial intent, brand relevance, competitor risk, location fit, funnel stage, confidence and diversity.

Can I bring my own prompts?+

Yes — paste or import any list. They flow into the same scoring and tracking pipeline.

See your prompt set in 5 minutes

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