AI Visibility
measured44/100
Frequently Cited · in Audit & SOX
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
98
across 291 prompts
AI Share of Voice
100%
across 280 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Audit & SOX
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.
Executive summary
etq.com (Octave Reliance / formerly ETQ Reliance) is strongly cited for evaluation-stage shortlist queries via G2 (605 reviews, 4.3/5). The single highest-ROI fix is to publish and index first-party comparison pages that explicitly answer the competitor-specific prompts (e.g., “How does Octave Reliance compare to Qualio?”) so AI engines can cite etq.com for evaluation comparisons rather than relying on G2 Compare.
Based on audit of etq.com · Aug 29, 2026