AI Visibility
measured18/100
Emerging · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals43/100
Some gaps
Avg Prompt Score
3
across 154 prompts
AI Share of Voice
1%
across 146 prompts
Critical Issues
5
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 AutoQuotes (AQ) / AQNet is visible in
1Executive summary
AutoQuotes (AQNet) has strong third-party credibility via G2 (17 reviews, 4.6/5), so it can be cited for “best CPQ software” style discovery queries. The biggest AI citation risk is conversion/evaluation coverage on aqnet.com itself—especially first-party, crawlable pages for “How does AutoQuotes compare to Salesforce CPQ?” and “How much does AutoQuotes cost?”—because the homepage timed out and no clear first-party comparison/pricing surfaces were found in crawlable form.
Based on audit of aqnet.com · Aug 30, 2026