Subcategory · AI Citation Index

Insurance Tech

Insurance tech is a thinly cited category in AI discovery. Guidewire captures eyeballs across ChatGPT, Claude, Gemini, and Perplexity in more than three-quarters of buyer queries, but pointapp.org and ReferenceConnect each surface in roughly half or fewer. No brand reaches consensus status beyond Guidewire. The evaluation layer is entirely absent — zero head-to-head comparisons in the audit set — so we cannot report who wins when buyers pit platforms against each other. This is a fragmented category where discovery share is the only signal, and Guidewire is the only brand that shows up consistently.

35 discovery queries · refreshed May 1, 2026