AI Visibility
measured17/100
Emerging · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 162 prompts
AI Share of Voice
8%
across 162 prompts
Critical Issues
7
critical + high
Shortlist Position
1/80
Not Visible · Vulnerability Management Discovery
How AI Visibility breaks down
in Vulnerability Management
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.
Per-stage performance
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.
Categories Fortra VM is visible in
1Your visibility gap
Fortra VM surfaces in 1/80 Vulnerability Management discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
digitaldefense.com is a B2B vulnerability management SaaS brand, but AI citation readiness is weak because the domain now redirects to Fortra’s site and the vulnerability-management evaluation content (pricing, structured Q&A, and SoftwareApplication/FAQ schema) is not clearly crawlable under digitaldefense.com. The single highest-ROI fix is to publish/SSR a first-party vulnerability-management hub on digitaldefense.com (or a canonical non-redirect path) with evaluation-intent pages targeting the missing queries (especially compliance/risk and cloud/DevOps workflows).
Based on audit of digitaldefense.com · Aug 30, 2026