Subcategory · AI Citation Index
Insurance Tech
Guidewire and Duck Creek dominate Insurance Tech shortlists at 43% and 40% rates; avg category score 24, double the vertical SaaS median.
158 discovery queries · 160 head-to-heads · refreshed Oct 23, 2026
Discovery stage
The shortlist
Across 158 buyer-style "Insurance Tech" queries
Guidewire leads with 60 score and 43% shortlist rate across 68 prompt appearances, followed by Duck Creek at 54 score and 40% rate. Snapsheet and ReferenceConnect tie at 23% shortlist presence, while the category generates 34 consensus brands from 158 prompts—signaling concentrated preference at the top but meaningful distribution below.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
Guidewire and Duck Creek maintain near-parity in head-to-head evaluations, scoring 48 and 47 respectively across 28 and 27 comparison queries. Snapsheet trails at 28 average evaluation score from 16 queries, while Vertafore and BriteCore sit in the low 20s—category median evaluation score is just 5, highlighting steep drop-off beyond the top tier.
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Guidewire
Guidewire scores 60 with 43% shortlist rate and 48 avg evaluation across 28 head-to-heads, the runaway category leader. Four-model diversity confirms cross-platform consensus.
Read brand profile →Duck Creek
Duck Creek matches Guidewire's evaluation performance at 47 and holds 40% shortlist presence. Dual top-10 entries in shortlist data suggest prompt-specific product line splits (policy vs claims).
Read brand profile →Applied Systems
Applied Systems scores 55—second highest in featured set—but appears in just 14% of shortlists. Strong evaluation score (17) from 10 queries indicates niche strength in agency management.
Read brand profile →Origami Risk
Origami Risk posts 41 score with 22% shortlist rate and 75 total mentions, third-highest mention volume despite mid-tier placement. Signals strong awareness in risk management workflows.
Read brand profile →Snapsheet
Snapsheet ties for third in shortlist rate at 23% but lacks overall score and holds only 28 avg evaluation from 16 queries. Claims automation specialist with limited evaluation depth.
Read brand profile →Citation sources
Where AI pulls citations from
812 citations captured across Insurance Tech prompt runs.
Vendor pages
128Product, help, and marketing pages from tracked vendors
Independent sources
194Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Insurance Tech questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- Lightspeed Campus: Lightspeed LiveSafe, and Alertlightspeedcampus.com
- Risk Management Solutionsincidentanalytix.com
Evaluation
Buyers comparing options- Insurance Industry Trends 2025 | Asesoftwareasesoftware.com
- Top 5 insurance technology trends to watch in 2025griddynamics.com
- The Top 25 InsurTech Companies of 2025 | The Financial Technology Report.thefinancialtechnologyreport.com
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