Prominara generates prompt suggestions automatically and ranks them by an AI Volume score so you focus on the prompts that are likely to move your visibility — instead of grinding through a long list ordered alphabetically.
Where suggestions come from
- Site signals — topics, entities, and competitors detected during scans.
- GSC queries — when Google Search Console is connected, real searches your site already ranks for are seeded as candidates.
- AI generation — GPT-5-mini drafts brand-agnostic, citation-eliciting prompts (“best CRM for startups”, not “how does CRM work”).
- Templates — zero-cost industry templates as a fallback when AI generation is unavailable.
What AI Volume measures
AI Volume is a 0–100 score computed for every suggestion. It blends three signals:
- Search volume — Google Ads Keyword Planner monthly searches, cached so the same prompt isn't re-priced on every dashboard load.
- GSC presence — whether your site already gets impressions or clicks for the underlying keywords.
- Citation fit — how likely AI assistants are to respond to that prompt with a list of brand names you can show up in.
AI Volume is persisted on every prompt and prompt suggestion, so the validation wizard, the suggestions panel, and the API all order results by the same score.
Picking from the list
- Sort by AI Volume to start with high-impact prompts.
- Filter to organic prompts (no brand names) for genuine visibility tests.
- Watch the AI Volume badge change after a prompt runs — accepted, scored, and tracked suggestions improve the closed-loop ranking over time.
Why brand-agnostic prompts matter
A prompt like “Is Acme good?” will always echo your brand back — that's not visibility. Suggestions that elicit a list of companies (e.g. “top project management software”) are the ones where Prominara can tell whether AI assistants cite you or your competitors. AI Volume favors these prompts so the wizard surfaces tests that actually move the needle.