AI Visibility
measured45/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
100
across 418 prompts
AI Share of Voice
100%
across 418 prompts
Critical Issues
2
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.
nodejs.org is highly likely to be cited by AI engines for developer-oriented “what is Node.js / how to use Node.js” queries because the site is crawlable and provides extensive first-party documentation. The biggest citation risk is that nodejs.org is not a B2B SaaS product with pricing/comparison pages, so AI engines will not reliably cite it for “best [software]” or “pricing” evaluation patterns; the highest-ROI fix is to add/expand structured evaluation-style Q&A (FAQPage) and ensure key pages are crawlable (notably /docs/ is disallowed in robots.txt).
Based on audit of nodejs.org · Aug 31, 2026