AI Visibility
measured27/100
Emerging · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
3
across 91 prompts
AI Share of Voice
3%
across 91 prompts
Shortlist Position
6/80
Not Visible · Vulnerability Management Discovery
How AI Visibility breaks down
in Vulnerability Management
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
DefectDojo surfaces in 6/80 Vulnerability Management discovery prompts. Claim this profile to see which 74 prompts you're missing and how to win them.
DefectDojo surfaces in 6 of 80 Vulnerability Management 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 defectdojo.com · Aug 28, 2026