AI Visibility
measured33/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
6
across 150 prompts
AI Share of Voice
1%
across 134 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Developer Tools
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.
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.
Primefaces.org is primarily an open-source UI component ecosystem (PrimeFaces/PrimeNG/PrimeReact/PrimeVue) rather than a B2B SaaS product, so AI citation is more likely for developer how-to and “UI library” discovery queries than for enterprise evaluation/pricing. The single highest-ROI fix is to strengthen AI-ready, crawlable “what it is / how to use / pricing/support options” pages with clear entity descriptions and structured Q&A (FAQPage) so LLMs can answer direct questions without relying on third-party snippets.
Based on audit of primefaces.org · Aug 30, 2026