AI Visibility
measured79/100
Frequently Cited · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
24
across 249 prompts
AI Share of Voice
24%
across 249 prompts
Shortlist Position
50/80
Leader · Ai Infrastructure Discovery
How AI Visibility breaks down
in AI Infrastructure
Composite = 60% coverage + 40% engine breadth, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Your visibility gap
Stacks surfaces in 50/80 Ai Infrastructure discovery prompts. Claim this profile to see which 30 prompts you're missing and how to win them.
Stacks surfaces in 50 of 80 Ai Infrastructure discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of stacks.ai · Aug 28, 2026