AI Visibility
measured16/100
Emerging · in UI/UX Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 145 prompts
AI Share of Voice
8%
across 145 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in UI/UX Design
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.
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.
AG Grid is likely to be cited by AI engines for evaluation-stage queries because it has a G2 profile with 10 reviews and a 4.6/5 rating. The biggest risk is conversion-stage citation for pricing/evaluation comparisons: the site has public pricing, but there’s no clear evidence (from live search) of SoftwareApplication/FAQPage structured data or first-party “[Brand] vs [Competitor]” comparison pages that AI can reliably cite for shortlist formation.
Based on audit of ag-grid.com · Aug 21, 2026