AI Visibility
measured53/100
Frequently Cited · in Version Control
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals67/100
Solid fundamentals
Avg Prompt Score
47
across 138 prompts
AI Share of Voice
44%
across 122 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Version Control
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.
Categories Subversion is visible in
1Executive summary
apache.org is very likely to be cited by AI engines for category and “what is Apache” style queries because it is the canonical home for Apache projects and has strong third-party review authority (e.g., G2 and TrustRadius for Apache HTTP Server). The biggest AEO risk is evaluation-style queries that expect first-party, productized SaaS signals (pricing tiers, SoftwareApplication schema, and structured evaluation pages); apache.org is an open-source foundation site rather than a SaaS vendor site.
Based on audit of apache.org · May 6, 2026