AI Visibility
measured78/100
Frequently Cited · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
90
across 354 prompts
AI Share of Voice
92%
across 331 prompts
Critical Issues
4
critical + high
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.
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 Qualys VMDR is visible in
1Executive summary
Qualys is highly likely to be cited for evaluation-stage prompts like “What is the best vulnerability management software?” because it has strong G2 presence (167 reviews, 4.4★) and first-party comparison content (e.g., Qualys vs Tenable, and multiple “switch-now” competitor pages). The single highest-ROI fix is to expand/standardize first-party comparison pages specifically for the exact competitor set in your prompts (Microsoft Defender for Cloud, Wiz, CrowdStrike Falcon Cloud Security, Tenable, Rapid7) and ensure each page is crawlable/SSR with evaluation-focused answer blocks—this unlocks “How does Qualys compare to Microsoft Defender for Cloud?” and “How does Qualys compare to Wiz?” reliably.
Based on audit of qualys.com · Apr 2, 2026