AI Visibility
measured23/100
Emerging · in Proposal & CPQ
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
10
across 160 prompts
AI Share of Voice
10%
across 160 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Proposal & CPQ
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 QorusDocs is visible in
1Executive summary
QorusDocs is strongly positioned for AI citation on evaluation and conversion queries because it has 168 G2 reviews at 4.4★ and first-party comparison content (e.g., /compare and a QorusDocs vs Responsive page). The biggest citation risk is conversion-stage “how much does QorusDocs cost?” because the pricing page is demo-led and does not show public tiered prices, limiting what AI engines can quote.
Based on audit of qorusdocs.com · Oct 5, 2026