AI Visibility
measured23/100
Emerging · in UI/UX Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals41/100
Some gaps
Avg Prompt Score
8
across 300 prompts
AI Share of Voice
8%
across 300 prompts
Critical Issues
7
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.
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 UXtweak is visible in
2Executive summary
UXtweak is a B2B UX research platform with strong third-party trust signals (notably G2 with 44 reviews and 4.7★ per your pre-verified context). The biggest AI-citation risk is conversion-stage evaluation queries that require crawlable first-party evidence—your homepage is protected by a JavaScript bot-check, and first-party comparison/pricing/schema signals are not clearly extractable from search results.
Based on audit of uxtweak.com · Aug 30, 2026