AI Visibility
measured76/100
Frequently Cited · in Observability & APM
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals72/100
Solid fundamentals
Avg Prompt Score
98
across 509 prompts
AI Share of Voice
100%
across 489 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Observability & APM
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.
Executive summary
Grafana is highly likely to be cited by AI engines for category and evaluation queries because it has strong third-party B2B review authority (e.g., G2 and TrustRadius) and a publicly crawlable pricing page with explicit tiers/prices. The biggest remaining citation risk is evaluation-stage comparison-page coverage and structured-data completeness (SoftwareApplication/FAQPage), which can limit how often Grafana is selected in “X vs Y” and “pricing” answer blocks.
Based on audit of grafana.com · Apr 2, 2026