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.