AI Visibility
measured25/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals14/100
Weak fundamentals
Avg Prompt Score
20
across 296 prompts
AI Share of Voice
20%
across 296 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in AI Infrastructure
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 Calico is visible in
2Executive summary
Tigera is a B2B Kubernetes security/networking SaaS brand with strong AI-citation inputs from G2 (42 reviews) and Gartner Peer Insights (Calico Enterprise shows 4.4/5 from 5 reviews). The single highest-ROI fix is to strengthen evaluation-stage crawlable comparison + structured-data coverage (SoftwareApplication/FAQPage) so AI engines can cite Tigera directly for “Calico vs Cilium” and “Calico pricing” queries without relying on third-party review pages.
Based on audit of tigera.io · May 7, 2026