Opportunity Engine

Turn AI visibility gaps into the next action.

Score content gaps, source gaps, competitor pressure, and sentiment issues so your team knows what to fix first instead of staring at charts.

Open gaps

29

Prioritized issues

High impact

8

Likely to move visibility

Create pages

6

Missing content angles

Refresh

23

Existing pages needing proof

NorthstarIQAll timeAll topicsAll AI enginesSample data

Prioritized opportunities

Filtered by impact, effort, prompt evidence, and competitor pressure

OutrankedHIGH impactMEDIUM effort

QueryPilot is ranking ahead

Comparison proof is weak for commercial-intent prompts.

Score

48

Recommended action

Create or refresh the page with direct answer blocks, comparison proof, and citation-worthy source references.

Source gapHIGH impactLOW effort

Competitors cited on review sites

AI answers trust review sites and forums, where competitors appear and you don't, more than your own pages.

Score

44

Recommended action

Create or refresh the page with direct answer blocks, comparison proof, and citation-worthy source references.

Create pageMEDIUM impactMEDIUM effort

Missing alternatives page

No strong page answers 'best AI visibility tools for startups'.

Score

39

Recommended action

Create or refresh the page with direct answer blocks, comparison proof, and citation-worthy source references.

SentimentMEDIUM impactLOW effort

Positioning unclear

AI engines describe the category but not your product's advantage.

Score

32

Recommended action

Create or refresh the page with direct answer blocks, comparison proof, and citation-worthy source references.

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