AI Visibility
measured72/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
98
across 216 prompts
AI Share of Voice
100%
across 200 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.
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
SOLIDWORKS is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review presence (e.g., TrustRadius shows 452 reviews and G2 has a dedicated reviews page). The single highest-ROI fix is to strengthen first-party evaluation surfaces—especially indexed, brand-led comparison pages and SoftwareApplication/FAQPage structured data on product pages—so AI can cite SOLIDWORKS directly for “alternatives to” and “vs” style prompts rather than relying on third parties.
Based on audit of solidworks.com · May 30, 2026