AI Visibility
measured51/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
38
across 16 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in 3D & CAD
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
AI citation readiness for cadgulf.com is currently weak for evaluation-stage queries like “cadgulf.com vs competitor” and “cadgulf.com pricing,” because the site does not expose SoftwareApplication/FAQPage-style structured evaluation content and does not show crawlable pricing tiers. The single highest-ROI fix is to publish SSR, crawlable product/service pages with explicit pricing/packaging (tiers + amounts) and add SoftwareApplication + FAQPage schema so AI engines can ground “what it is / who it’s for / pricing / integrations” answers from cadgulf.com itself.
Based on audit of cadgulf.com · May 22, 2026