White Space & Growth Opportunities

For [brand name], I want to find prompts where neither [brand name] nor its top competitors appear in AI responses.

Pull variants where:
- brand_present = false
- branded = false

Then cross-reference by pulling variants from this set where competitor_present is also false for the top 3 competitors.

These are uncontested queries — topics where AI has no clear brand to reference. Group by tag and identify the 3 most commercially relevant white space clusters where [brand name] could be first to establish a presence.

For [brand name], pull variants sorted by created_at descending — the most recently added prompts. Limit to 50.

For this set:
1. What new topics or question types are being tracked?
2. Which of these new prompts have brand_present = true vs. false?
3. Are there new topic areas where [brand name] is not yet appearing?

This shows whether [brand name]'s visibility is keeping pace with how its category is evolving in AI search.

For [brand name], pull prompt variants and identify which ones have a persona assigned. For persona-filtered prompts where brand_present = false, tell me:
1. Which personas are asking questions that [brand name] isn't answering in AI?
2. Which personas have the highest gap rate?
3. What types of questions is each persona asking that [brand name] should be addressing?

These gaps represent audience segments where [brand name] has no AI visibility.