AI Visibility
measured49/100
Frequently Cited · in UI/UX Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
28
across 654 prompts
AI Share of Voice
27%
across 632 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in UI/UX Design
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.
zeroheight is a B2B design system documentation SaaS with strong primary-market proof on G2 (20 reviews, 4.3★). The biggest AI-citation risk is evaluation-stage comparison coverage: live search did not find first-party “[zeroheight] vs Supernova/Knapsack” pages, so queries like “How does zeroheight compare to Supernova?” and “How does zeroheight compare to Knapsack?” are likely to be answered from third parties instead of zeroheight’s own pages. Highest-ROI fix: publish crawlable first-party comparison pages that lead with zeroheight and include self-contained evaluation blocks for each competitor.
Based on audit of zeroheight.com · Apr 2, 2026