AI Visibility
measured49/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
25
across 169 prompts
AI Share of Voice
25%
across 169 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in 3D & CAD
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.
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 Shapr3D is visible in
1Executive summary
Shapr3D is strongly positioned for AI citation on evaluation queries because it has first-party comparison content (e.g., “Shapr3D vs SolidWorks”, “Shapr3D vs Fusion 360”) and a publicly crawlable pricing page with explicit tiers and per-seat pricing. The biggest remaining citation risk is structured-data completeness (SoftwareApplication/FAQPage) and enterprise analyst visibility (Gartner/Forrester/IDC), which can limit inclusion in high-intent enterprise shortlist answers.
Based on audit of shapr3d.com · May 7, 2026