AI Visibility
measured18/100
Emerging · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
4
across 302 prompts
AI Share of Voice
4%
across 302 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 TurboCAD is visible in
2Executive summary
IMSI Design is likely cited by AI engines for CAD software evaluation queries via G2 category pages, but it is at high risk of being omitted from evaluation-stage “brand vs competitor” and pricing/cost citation because the homepage is blocked (403) and there’s no verified first-party SoftwareApplication/FAQPage evidence from crawlable pages. Highest-ROI fix: ensure AI crawlers can access the specific product/pricing pages (SSR + crawlable) and add/verify SoftwareApplication + FAQPage structured data on those pages so models can cite IMSI directly for evaluation and conversion prompts.
Based on audit of imsidesign.com · Oct 9, 2026