AI Visibility
measured66/100
Frequently Cited · in Insurance Tech
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals55/100
Some gaps
Avg Prompt Score
97
across 257 prompts
AI Share of Voice
100%
across 241 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Insurance Tech
Composite = 60% coverage + 40% engine breadth, 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
Guidewire is highly likely to be cited by AI engines for evaluation and shortlist queries because it has strong third-party review authority (e.g., G2 product pages) and enterprise credibility (Gartner Peer Insights profile exists). The single highest-ROI fix is to improve first-party evaluation surfaces—specifically adding/expanding crawlable, brand-led “[Guidewire] vs [Competitor]” and pricing/plan pages—so AI can cite Guidewire directly for conversion-stage questions rather than relying mostly on third parties.
Based on audit of guidewire.com · Jun 4, 2026