AI Visibility
measured60/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
44
across 432 prompts
AI Share of Voice
44%
across 432 prompts
Critical Issues
5
critical + high
Shortlist Position
9/79
Niche · 3d Cad Discovery
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 Blender is visible in
2Your visibility gap
Blender surfaces in 9/79 3d Cad discovery prompts. Claim this profile to see which 70 prompts you're missing and how to win them.
Executive summary
Blender.org is strongly cited for general 3D visualization/animation and workflow questions, but it is weakly positioned for B2B-style evaluation queries like “3D & CAD software for manufacturing industries” and “best CAD software for small businesses.” The single highest-ROI fix is to publish crawlable, evaluation-intent pages that explicitly map Blender to manufacturing/engineering workflows (use-case + ROI + comparison-style FAQs) so AI can cite first-party answers for those missing discovery queries.
Based on audit of blender.org · May 22, 2026