AI Visibility
measured21/100
Emerging · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
3
across 661 prompts
AI Share of Voice
3%
across 661 prompts
Critical Issues
5
critical + high
Shortlist Position
2/79
Not Visible · 3d Cad Discovery
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.
Your visibility gap
Threekit surfaces in 2/79 3d Cad discovery prompts. Claim this profile to see which 77 prompts you're missing and how to win them.
Threekit is a B2B visual product customization platform with strong primary-market visibility via G2 (62 reviews, 4.4/5). The biggest AI-citation risk is evaluation-stage query coverage: Threekit’s site appears to lack first-party, crawlable comparison pages that directly answer “How does Threekit compare to Epicor CPQ/Dopple/Zakeke?” and “What is the best visual product customization software for complex product configuration and guided selling?” The single highest-ROI fix is to publish indexed, SSR-first comparison + pricing/FAQ pages that explicitly target those exact evaluation prompts and manufacturing/CAD discovery gaps.
Based on audit of threekit.com · May 11, 2026