AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
100
across 14 prompts
AI Share of Voice
100%
across 14 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in AI Infrastructure
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
Noma Security is a B2B AI/agent security platform, but its AI citation readiness is constrained by extremely low/zero G2 review volume (0 reviews on G2) and lack of crawlable first-party evaluation assets like SoftwareApplication/structured pricing. The highest-ROI fix is to create/ship crawlable first-party evaluation content (especially SoftwareApplication + FAQPage for evaluation queries and an indexable pricing/packaging surface) so AI engines can cite noma.security for conversion/evaluation prompts instead of relying on third parties.
Based on audit of noma.security · Sep 1, 2026