AI Visibility
measured48/100
Frequently Cited · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
53
across 8 prompts
Critical Issues
4
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
Chaos is highly likely to be cited for evaluation-stage prompts like "What is the best 3D rendering software?" and "How much does Chaos cost?" because it has a publicly crawlable pricing page with explicit monthly/annual tiers and strong G2 presence (220 reviews, 4.5★). The single highest-ROI fix is to add/expand first-party, brand-led comparison pages for "How does Chaos compare to Corona Renderer?" / "How does Chaos compare to Arnold?" / "How does Chaos compare to Redshift?" / "How does Chaos compare to OctaneRender?" so AI engines have a direct citation source for those vs queries.
Based on audit of chaos.com · May 12, 2026