AI Visibility
measured28/100
Emerging · in Security
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
6
across 310 prompts
AI Share of Voice
6%
across 310 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Security
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.
GreyNoise is strongly positioned for AI citation in evaluation-stage queries because it has a high-signal G2 presence (129 reviews, 4.8/5). The biggest conversion-stage risk is that first-party evaluation content (especially SoftwareApplication/FAQPage structured Q&A and explicit “[GreyNoise] vs [Competitor]” pages) is not clearly discoverable/crawlable from the signals checked, so AI engines may fall back to third-party sources.
Based on audit of greynoise.io · Oct 9, 2026