are we moving in the right direction?— audits · —leader as the moving benchmark
AI Visibility Score
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Citation rate
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Share of voice
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Gap to leader
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Score over time
you vs the category leader · 0–10
You · —AEO Readiness · —Category leader · —
Pillars over time
AI Visibility composite, plus three diagnostic dimensions · 0–10 · click to toggle
AI Visibility is the composite score (citation rate × SOV × position × engine coverage). Technical, Content, and Authority explain why it lands where it does.
The signals, over time
each of the four headline metrics across your audits