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 →
Refreshed Jun 16, 2026Download this ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
At a glance
What we observed in this categoryauto-generated
Sapiens dominates the reinsurance software AI visibility landscape, but the margin tells an important story. Both Sapiens Decision and Sapiens ReinsuranceMaster share the top composite score of 7.5, each with a 25% citation rate, while the third-ranked brand, Duck Creek, sits at just 3.8 composite and 12.5% citation. Every brand from rank 4 onward scores exactly 0.0 across all metrics. This is not a competitive landscape; it is a near-monopoly of AI attention held by a single vendor operating two distinct product lines.
Every brand in the dataset records 0.0% visibility, including the two Sapiens products that lead on citation. This means Google AI Mode is citing Sapiens in its outputs without those brands appearing as named or surfaced entities in the traditional visibility sense. Citation is functioning independently from brand mention frequency. Duck Creek also earns citations (12.5%) without any measured visibility, confirming that citation and visibility are divergent signals across this entire category, not just for one outlier brand.
Google AI Mode is the sole engine recorded for all 20 brands in this audit, making it impossible to compare cross-engine behavior from this data alone. The top cited sources include insuranceandtechguide.com, verisk.com, and itransition.com alongside less authoritative domains like devopsschool.com and wifitalents.com. The AI appears to be drawing from a mixed pool of industry guides and third-party listicles rather than anchoring on vendor-owned or analyst-tier content, which explains why brand visibility scores remain at zero even where citation rates are nonzero.
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
sapiens.com
|
0% | 25% | Google AI Mode |
Sapiens Decision ties for the top composite score of 7.5 with a 25% citation rate, nearly double Duck Creek's 12.5% and infinitely ahead of 17 brands at zero. |
||||
| 2 |
sapiens.com
|
0% | 25% | Google AI Mode |
Sapiens ReinsuranceMaster matches Sapiens Decision exactly at 7.5 composite and 25% citation, meaning a single vendor accounts for all top-tier AI citation performance in this category. |
||||
| 3 |
duckcreek.com
|
0% | 12% | Google AI Mode |
Duck Creek ranks third with a composite score of 3.8 and a 12.5% citation rate, the only brand outside the Sapiens family to earn any AI citation at all. |
||||
| 4 |
fadata.eu
|
0% | 0% | Google AI Mode |
Fadata holds the fourth rank by position but records 0.0% citation and a composite score of 0.0, identical to the 16 brands ranked below it. |
||||
| 5 |
insurity.com
|
0% | 0% | Google AI Mode |
Insurity scores 0.0 on every metric, placing it in a large group of zero-score brands where rank ordering reflects factors outside the AI citation data captured here. |
||||
| 6 |
origamirisk.com
|
0% | 0% | Google AI Mode |
| 7 |
ventivtech.com
|
0% | 0% | Google AI Mode |
| 8 |
novidea.com
|
0% | 0% | Google AI Mode |
| 9 |
oneshield.com
|
0% | 0% | Google AI Mode |
| 10 |
akur8.com
|
0% | 0% | Google AI Mode |
| 11 |
mereosystems.com
|
0% | 0% | Google AI Mode |
| 12 |
allensoftware.com
|
0% | 0% | Google AI Mode |
| 13 |
b3i.tech
|
0% | 0% | Google AI Mode |
| 14 |
keylane.com
|
0% | 0% | Google AI Mode |
| 15 |
mphasis.com
|
0% | 0% | Google AI Mode |
| 16 |
conning.com
|
0% | 0% | Google AI Mode |
| 17 |
majesco.com
|
0% | 0% | Google AI Mode |
| 18 |
tia.technology
|
0% | 0% | Google AI Mode |
| 19 |
advantagego.com
|
0% | 0% | Google AI Mode |
| 20 |
sequel.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.
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.
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.
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.
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?
Sapiens leads the category with both Sapiens Decision and Sapiens ReinsuranceMaster scoring a composite of 7.5 and a 25% citation rate each, far ahead of all competitors. No other vendor comes close, with Duck Creek a distant third at 3.8 composite.
What is the average AI citation rate for reinsurance software brands?
The category average citation rate is 3.1%, pulled almost entirely by the three brands that earn any citations at all. Seventeen of the twenty audited brands record a 0.0% citation rate.
What sources does Google AI Mode cite most for reinsurance software research?
The top cited sources include insuranceandtechguide.com, verisk.com, itransition.com, and youtube.com, alongside smaller domains like devopsschool.com and wifitalents.com. The mix suggests AI is drawing from third-party guides and listicles rather than vendor or analyst-tier content.
Why do brands show citation rates above zero but visibility of zero percent?
All 20 brands record 0.0% visibility despite some earning citations, confirming that Google AI Mode cites these brands in outputs without surfacing them as prominently named entities in the visibility measurement. Citation and visibility are divergent signals in this category.
Is there meaningful competition for AI citation share in reinsurance software?
No. Only three of twenty brands earn any citation at all, and Sapiens alone holds 50% of total citation share across its two products. The remaining 17 brands all score exactly 0.0 on every metric.
Which AI engine dominates coverage of reinsurance software brands?
Google AI Mode is the only engine recorded across all 20 brands in this audit, so no cross-engine comparison is possible from the current data. All citation and visibility scores reflect Google AI Mode performance exclusively.