AI Visibility
measured18/100
Emerging · in Wiki & Docs
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals49/100
Some gaps
Avg Prompt Score
7
across 294 prompts
AI Share of Voice
7%
across 294 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Wiki & Docs
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 Vector EHS is visible in
2Executive summary
Vector Solutions is a B2B SaaS vendor with strong AI-citation inputs from G2 (21 reviews overall; Vector EHS has 18 reviews at 4.4/5) and Gartner Peer Insights (1 rating; 3.0). The biggest AI citation risk is evaluation-stage conversion queries like “Vector EHS pricing” and “Vector Solutions vs [competitor]” because Vector’s own site is quote-based and does not show standardized pricing tiers, and first-party comparison coverage is not clearly evidenced in crawlable search results.
Based on audit of vectorsolutions.com · Jun 6, 2026