AI Visibility
measured15/100
Emerging · in Cloud Security
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
6
across 162 prompts
AI Share of Voice
6%
across 162 prompts
Shortlist Position
12/80
Niche · Cloud Security Discovery
How AI Visibility breaks down
in Cloud Security
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
Nightfall AI surfaces in 12/80 Cloud Security discovery prompts. Claim this profile to see which 68 prompts you're missing and how to win them.
Nightfall AI surfaces in 12 of 80 Cloud Security 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 nightfall.ai · Aug 28, 2026