AI Visibility
measured17/100
Emerging · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
4
across 310 prompts
AI Share of Voice
4%
across 310 prompts
Critical Issues
3
critical + high
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 TuxCare is visible in
2Executive summary
TuxCare is strongly positioned for AI citation on evaluation-stage “best live patching / vulnerability management” queries because it has 21 G2 reviews (4.6★) and a clear enterprise Linux live-patching value proposition. The single highest-ROI fix is to add first-party, brand-led comparison and evaluation pages that directly answer “How does TuxCare compare to NinjaOne?” and “How does TuxCare compare to Acronis Cyber Protect?” while also making pricing machine-readable (public tiers, not quote-only).
Based on audit of tuxcare.com · Jun 4, 2026