AI Visibility
measured80/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
94
across 511 prompts
AI Share of Voice
94%
across 495 prompts
Critical Issues
3
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.
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.
Autodesk is strongly positioned for AI citation in evaluation and trust queries because it has a very large G2 presence (12,532 reviews; 4.4/5) and active Gartner Peer Insights pages. The biggest risk pattern is conversion-stage “pricing” and “vs/alternatives” evaluation queries where AI needs crawlable, structured first-party pages (especially SoftwareApplication/FAQPage) rather than relying on third-party review sites.
Based on audit of autodesk.com · Jun 5, 2026