AEO for reinsurance software: AI search visibility ranking
How AI search engines rank reinsurance software by visibility and citations. 20 brands measured quarterly 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 AI engines are queried about Reinsurance software, Duck Creek emerges as the clear leader in visibility, commanding a substantial 37.5 percent of mentions. Apart from Duck Creek, Sapiens ReinsuranceMaster and Sapiens Decision are also frequently referenced. This highlights Duck Creek's robust presence and recognition within the AI-driven landscape.
The ranking is largely influenced by the sources that AI engines frequently cite, such as duckcreek.com and sourceforge.net. These sources include both official brand websites and aggregator/review sites, which suggests that brands with up-to-date and comprehensive information on these platforms tend to be more visible in AI responses.
For a buyer evaluating options, it's crucial to consider factors that AI engines prioritize, such as recent reviews and third-party validations. Brands that maintain strong topical authority and up-to-date insights on these platforms are likely to offer more reliable solutions in specific reinsurance software subcategories.
At a glance
What we observed in this category
Duck Creek dominates the reinsurance software AEO landscape with a composite score of 52.5, against a category average visibility of just 1.9 percent. The nearest competitors, both Sapiens products, score 15.0 each. That gap is not marginal; Duck Creek's visibility of 37.5 percent means it appears in AI-generated answers at a rate no other brand in the category approaches. For buyers researching reinsurance software through Google AI Mode, the practical effect is that Duck Creek occupies the conversation almost by default.
The Sapiens entries reveal a sharp divergence between being cited and being visible. Both Sapiens ReinsuranceMaster and Sapiens Decision carry a 50 percent citation rate while registering zero visibility, meaning Google AI Mode references them as sources but does not surface them prominently in answer panels. Majesco shows a citation rate of 12.5 percent with zero visibility, reinforcing the same pattern. Being named in a corpus and being trusted enough to anchor an AI answer are demonstrably different AEO outcomes in this category.
Google AI Mode is the dominant engine across every ranked brand in the audit, with no outlier engine recorded for any entry. The top cited sources extend well beyond brand-owned domains: sourceforge.net, v7labs.com, itransition.com, and devopsschool.com all appear alongside duckcreek.com and sapiens.com. This suggests the AI is anchoring on third-party review and technical content sites, not just vendor pages, which has direct implications for where reinsurance software brands should build authoritative content.
Movers & shakers since last refresh
Biggest visibility fallers
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Duck Creek 50% → 38% · rank #1 → #1-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
duckcreek.com
|
38% | 88% | Google AI Mode |
Duck Creek holds a composite score of 52.5 and visibility of 37.5 percent, roughly 20 times the category average visibility of 1.9 percent, making it the sole dominant AEO presence. |
||||
| 2 |
sapiens.com
|
0% | 50% | Google AI Mode |
Sapiens ReinsuranceMaster achieves a 50 percent citation rate but zero visibility, scoring 15.0 composite, showing it is referenced by AI but not surfaced in answer panels. |
||||
| 3 |
sapiens.com
|
0% | 50% | Google AI Mode |
Sapiens Decision mirrors its sibling product exactly, with a 50 percent citation rate, zero visibility, and a composite score of 15.0, confirming a shared AEO ceiling for the Sapiens domain. |
||||
| 4 |
majesco.com
|
0% | 12% | Google AI Mode |
Majesco registers a 12.5 percent citation rate with zero visibility and a composite score of 3.8, placing it well below both Sapiens entries and far behind Duck Creek's dominant position. |
||||
| 5 |
b3i.tech
|
0% | 0% | Google AI Mode |
B3i records zero across all three metrics, citation, visibility, and composite score, meaning Google AI Mode currently neither surfaces nor cites it in reinsurance software answers. |
||||
| 6 |
keylane.com
|
0% | 0% | Google AI Mode |
| 7 |
mphasis.com
|
0% | 0% | Google AI Mode |
| 8 |
conning.com
|
0% | 0% | Google AI Mode |
| 9 |
tia.technology
|
0% | 0% | Google AI Mode |
| 10 |
advantagego.com
|
0% | 0% | Google AI Mode |
| 11 |
sequel.com
|
0% | 0% | Google AI Mode |
| 12 |
akur8.com
|
0% | 0% | Google AI Mode |
| 13 |
mereosystems.com
|
0% | 0% | Google AI Mode |
| 14 |
allensoftware.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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own reinsurance software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for reinsurance software
Who leads AEO in reinsurance software?
Duck Creek leads with a composite score of 52.5 and a visibility rate of 37.5 percent, far ahead of the next-ranked brands, both Sapiens products, which score 15.0 each.
What sources does AI cite most for reinsurance software research?
Google AI Mode draws on duckcreek.com and sapiens.com alongside third-party sites including sourceforge.net, v7labs.com, itransition.com, and devopsschool.com, indicating that review and technical content platforms carry significant weight.
Can a brand be cited by AI without appearing in AI answer panels?
Yes, both Sapiens ReinsuranceMaster and Sapiens Decision show 50 percent citation rates but zero visibility, confirming that being referenced in AI training or retrieval does not guarantee placement in visible answer outputs.
How concentrated is AEO performance in the reinsurance software category?
Highly concentrated: Duck Creek's visibility of 37.5 percent sits against a category average of 1.9 percent, and 15 of the 20 ranked brands record a composite score of zero.
Is Duck Creek's AEO position strengthening or weakening?
Duck Creek's visibility fell by 12.5 percentage points in the most recent period (from 50.0 to 37.5 percent), though its citation rate rose by 12.5 points, suggesting a shift in how AI surfaces versus references it.
Which engine matters most for AEO in the reinsurance software category?
Every brand in the audit lists Google AI Mode as its top engine, and no alternative engine is recorded as an outlier, making Google AI Mode the sole relevant target for AEO efforts in this category.