Reinsurance software: AI search visibility ranking (2026)
How AI search engines rank reinsurance software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Reinsurance software used to manage treaties, facultative placements, bordereaux, claims, accounting, and portfolio reporting across carriers and reinsurers. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask AI engines about Reinsurance software, Duck Creek is the leader with 50% visibility and a citation rate of 75%. Other notable brands include Sapiens ReinsuranceMaster and Sapiens Decision. These names frequently appear in AI-generated answers, indicating strong recognition in the reinsurance software category.
The rankings are shaped by citations largely from domain sources like duckcreek.com and sapiens.com, alongside aggregator sites such as sourceforge.net and slashdot.org. This indicates that the brands with the most visibility are not just the most discussed, but those with strong web presence and frequent mentions across various review platforms.
For buyers, the list shows the brands most valued by AI engines based on recent reviews and third-party validation. Considering a brand's topical authority and its prominence in aggregated opinions might be crucial when selecting from this list. The presence on well-regarded platforms like those mentioned can be a strong indicator of a brand's credibility and reliability.
At a glance
What we observed in this category
Duck Creek dominates the reinsurance software AI visibility landscape with a composite score of 57.5, compared to a category average visibility of just 3.1 percent. The next closest brand, Sapiens ReinsuranceMaster, sits at 12.5 percent visibility and a composite score of 27.5. That gap is not marginal. Duck Creek is visible in half of all tracked queries, while 15 of the 20 audited brands register zero visibility, making this one of the most concentrated AI visibility distributions in the dataset.
Sapiens Decision illustrates a sharp divergence between being named and being cited. It carries zero visibility yet a citation rate of 62.5 percent, identical to Sapiens ReinsuranceMaster, meaning Google AI Mode references the domain as a source without surfacing the product as a named answer. Majesco and TIA Technology show the opposite pattern in a starker way, posting zero on both metrics. The Sapiens domain (sapiens.com) is trusted enough to cite but not prominent enough to generate unprompted named mentions for its second product line.
Google AI Mode is the sole engine recorded across all 20 brands, so the entire visibility landscape is shaped by a single AI surface. The top cited sources anchor heavily on vendor-owned domains (duckcreek.com, sapiens.com) alongside software review aggregators (sourceforge.net, slashdot.org) and market intelligence or consultancy sites (zipdo.co, itransition.com, dxc.com, eurobase.com). The presence of sourceforge.net and slashdot.org in the top cited set suggests AI is pulling from legacy software directory content to fill gaps where authoritative vendor content is thin.
Movers & shakers since last refresh
Biggest visibility risers
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Duck Creek 0% → 50% · rank #3 → #1+50pp
-
Sapiens ReinsuranceMaster 0% → 12% · rank #2 → #2+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
duckcreek.com
|
50% | 75% | Google AI Mode |
Duck Creek leads with 50 percent visibility and 75 percent citation rate, both figures more than 16 times the category averages of 3.1 percent and 10 percent respectively. |
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| 2 |
sapiens.com
|
12% | 62% | Google AI Mode |
Sapiens ReinsuranceMaster holds 12.5 percent visibility and a 62.5 percent citation rate, placing it a distant second but with citation strength well above the 10 percent category average. |
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| 3 |
sapiens.com
|
0% | 62% | Google AI Mode |
Sapiens Decision matches its sibling product's 62.5 percent citation rate yet records zero visibility, showing the sapiens.com domain is trusted by AI but this product is not being named in answers. |
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| 4 |
majesco.com
|
0% | 0% | Google AI Mode |
Majesco scores zero on both visibility and citation despite ranking fourth overall, indicating it holds no measurable presence in Google AI Mode responses for reinsurance software queries. |
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| 5 |
tia.technology
|
0% | 0% | Google AI Mode |
TIA Technology also records zero visibility and zero citation, mirroring Majesco and suggesting neither brand's domain is being surfaced or referenced by Google AI Mode in this category. |
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| 6 |
advantagego.com
|
0% | 0% | Google AI Mode |
| 7 |
sequel.com
|
0% | 0% | Google AI Mode |
| 8 |
akur8.com
|
0% | 0% | Google AI Mode |
| 9 |
mereosystems.com
|
0% | 0% | Google AI Mode |
| 10 |
allensoftware.com
|
0% | 0% | Google AI Mode |
| 11 |
b3i.tech
|
0% | 0% | Google AI Mode |
| 12 |
keylane.com
|
0% | 0% | Google AI Mode |
| 13 |
mphasis.com
|
0% | 0% | Google AI Mode |
| 14 |
conning.com
|
0% | 0% | Google AI Mode |
| 15 |
fadata.eu
|
0% | 0% | Google AI Mode |
| 16 |
insurity.com
|
0% | 0% | Google AI Mode |
| 17 |
origamirisk.com
|
0% | 0% | Google AI Mode |
| 18 |
ventivtech.com
|
0% | 0% | Google AI Mode |
| 19 |
novidea.com
|
0% | 0% | Google AI Mode |
| 20 |
oneshield.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on reinsurance software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own reinsurance software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about reinsurance software AI visibility
Who leads AI visibility in reinsurance software?
Duck Creek leads with 50 percent visibility and a composite score of 57.5, far ahead of Sapiens ReinsuranceMaster at 12.5 percent visibility and a composite score of 27.5.
What is the average AI visibility for reinsurance software brands?
The category average visibility is 3.1 percent and the average citation rate is 10 percent, both figures pulled down heavily by the 15 brands that register zero on both metrics.
What sources does Google AI Mode cite most for reinsurance software research?
The top cited sources include duckcreek.com, sapiens.com, sourceforge.net, slashdot.org, zipdo.co, dxc.com, eurobase.com, and itransition.com, mixing vendor domains with software directories and consultancy sites.
Can a brand be cited by AI without being named as an answer?
Yes. Sapiens Decision has a 62.5 percent citation rate but zero visibility, meaning Google AI Mode references its domain as a source without explicitly naming the product in its answers.
How concentrated is AI visibility in this category?
Highly concentrated. Duck Creek and Sapiens ReinsuranceMaster account for all measurable visibility, while 15 of the 20 audited brands record zero visibility and zero citations.
Which AI engine dominates reinsurance software visibility data?
Google AI Mode is the only engine recorded across all 20 brands in this audit, meaning the entire visibility picture reflects a single AI surface.