AI Visibility
measured18/100
Emerging · in Insurance Tech
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
9
across 160 prompts
AI Share of Voice
9%
across 160 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Insurance Tech
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 QuoteRUSH is visible in
1Executive summary
QuoteRUSH is a B2B underwriting & rating software brand with a strong primary citation anchor on G2 (20 reviews, 4.4★). The biggest AI-citation risk is evaluation-stage “brand vs competitor” and conversion-stage “how much does QuoteRUSH cost?” queries: the site has no crawlable first-party comparison pages found and pricing appears not publicly accessible/crawlable (one pricing URL returned 403). Highest-ROI fix: publish SSR, indexable first-party pages for “QuoteRUSH vs PL Rating” and “QuoteRUSH vs EZLynx” plus an indexable pricing page with specific tiers.
Based on audit of quoterush.com · Oct 3, 2026