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.