AI Visibility
measured18/100
Emerging · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
3
across 134 prompts
AI Share of Voice
1%
across 125 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in 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 UL Solutions is visible in
1Executive summary
UL Solutions is a B2B ESG reporting software brand with some AI-citation foundation via G2 (ULTRUS UL 360 has 3 reviews at 4.7★). The biggest blocker for AI engines answering evaluation/conversion prompts is that ul.com does not publish crawlable, specific pricing and appears to lack first-party comparison pages and B2B evaluation structured data (e.g., SoftwareApplication/FAQPage) for the exact query patterns you listed.
Based on audit of ul.com · Aug 30, 2026