Insurance policy administration software: AI search visibility ranking (2026)
How AI search engines rank insurance policy administration 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. Insurance policy administration software used by carriers and MGAs to manage policy lifecycle workflows, underwriting, billing, endorsements, claims integration, and product configuration. 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 like ChatGPT, Claude, Perplexity, and Gemini answer questions about insurance policy administration software, Guidewire comes up most consistently, capturing 25% of total AI visibility across the 20 brands tracked. Majesco and Socotra round out the top three, appearing regularly in AI-generated shortlists, though at notably lower frequency than Guidewire.
The rankings reflect which sources AI engines trust most. Gartner.com dominates citations in this category, meaning analyst Magic Quadrant placements carry significant weight in how AI models rank these platforms. Guidewire.com itself appears as a top-cited domain, suggesting strong topical authority on its own product content. Aggregator and review sites like openkoda.com and umbrex.com also shape results, pulling in comparative content that AI engines treat as third-party validation.
For a buyer using this page, the practical takeaway is to cross-check AI prominence with recency. Brands that rank well here do so partly because they have strong Gartner coverage and consistent third-party mentions, but AI engines can lag on newer vendors. Socotra, for example, targets cloud-native insurers and may be underrepresented relative to its fit for modern stacks, so checking recent reviews alongside this ranking is worthwhile.
At a glance
What we observed in this categoryauto-generated
Guidewire holds the dominant position in this category with a composite score of 25.0, exactly double that of the four brands immediately below it (Majesco, Socotra, Duck Creek, and BriteCore, each at 12.5). The category average visibility sits at just 3.8 percent, meaning Guidewire is performing at roughly 6.6 times the average. That gap is significant because it signals a near-monopoly on AI-generated mindshare, leaving buyers who rely on Google AI Mode heavily exposed to a single-vendor narrative.
Genasys presents the most notable divergence between visibility and citation in this dataset. It holds a 0.0 visibility score yet carries a 25.0 citation percentage, matching Guidewire on citations while being entirely absent from named mentions. This suggests the AI references Genasys content as a source without surfacing the brand by name. EIS shows a similar but smaller pattern (0.0 visibility, 12.5 citation), and both contrast sharply with Sapiens, Insurity, and OneShield, which register zero on both metrics.
Google AI Mode is the sole engine recorded across all 20 brands in this audit, indicating the dataset reflects a single-engine snapshot rather than a cross-platform view. Among the top cited sources, gartner.com appears first, followed by third-party sites including openkoda.com, capterra.com, and umbrex.com. Notably, eisgroup.com and guidewire.com both appear in the cited-sources list, confirming that owned domains can serve as reference material even when brand visibility scores diverge from citation rates.
Movers & shakers since last refresh
Biggest visibility risers
-
BriteCore 0% → 12% · rank #6 → #5+12pp
Biggest visibility fallers
-
Duck Creek 25% → 12% · rank #1 → #4-12pp
-
EIS 12% → 0% · rank #3 → #7-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
guidewire.com
|
25% | 25% | Google AI Mode |
Guidewire leads with a 25.0 composite score, more than double the 12.5 scores of its nearest rivals and 6.6 times the 3.8 category average visibility. |
||||
| 2 |
majesco.com
|
12% | 12% | Google AI Mode |
Majesco sits at 12.5 on both visibility and citation, perfectly matching the cluster of ranks 2 through 5 with no differentiation from Socotra, Duck Creek, or BriteCore. |
||||
| 3 |
socotra.com
|
12% | 12% | Google AI Mode |
Socotra holds rank 3 at 12.5 composite, sharing an identical score profile with Majesco, Duck Creek, and BriteCore, making it statistically indistinguishable from that peer group. |
||||
| 4 |
duckcreek.com
|
12% | 12% | Google AI Mode |
Duck Creek has fallen from rank 1 to rank 4, losing 12.5 visibility points and 37.5 citation points, the largest citation decline recorded among all fallers in this audit. |
||||
| 5 |
britecore.com
|
12% | 12% | Google AI Mode |
BriteCore is the category's biggest visibility riser, gaining 12.5 visibility points from a previous score of 0.0, though its citation score simultaneously dropped by 12.5 points. |
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| 6 |
genasystech.com
|
0% | 25% | Google AI Mode |
| 7 |
eisgroup.com
|
0% | 12% | Google AI Mode |
| 8 |
sapiens.com
|
0% | 0% | Google AI Mode |
| 9 |
insurity.com
|
0% | 0% | Google AI Mode |
| 10 |
oneshield.com
|
0% | 0% | Google AI Mode |
| 11 |
origamirisk.com
|
0% | 0% | Google AI Mode |
| 12 |
fadata.eu
|
0% | 0% | Google AI Mode |
| 13 |
keylane.com
|
0% | 0% | Google AI Mode |
| 14 |
novidea.com
|
0% | 0% | Google AI Mode |
| 15 |
fineos.com
|
0% | 0% | Google AI Mode |
| 16 |
axxists.com
|
0% | 0% | Google AI Mode |
| 17 |
mphasis.com
|
0% | 0% | Google AI Mode |
| 18 |
instanda.com
|
0% | 0% | Google AI Mode |
| 19 |
brovada.com
|
0% | 0% | Google AI Mode |
| 20 |
msg.group
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on insurance policy administration 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 insurance policy administration 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 insurance policy administration software AI visibility
Who leads AI visibility in insurance policy administration software?
Guidewire leads with a composite score of 25.0, which is double the 12.5 scores of the next four ranked brands and well above the 3.8 category average visibility.
Which brands are cited by AI but not named in responses?
Genasys has a 25.0 citation rate but 0.0 visibility, and EIS has a 12.5 citation rate with 0.0 visibility, meaning both are referenced as sources without being surfaced as named brands.
What sources does AI cite most for insurance policy administration software research?
The top cited sources are gartner.com, openkoda.com, eisgroup.com, guidewire.com, umbrex.com, capterra.com, flowforma.com, and mycoitracking.com, based on this audit's data.
Which brand has seen the sharpest decline in AI visibility recently?
Duck Creek dropped from rank 1 to rank 4, losing 12.5 visibility points and 37.5 citation points, the largest combined decline recorded in this audit period.
How concentrated is AI visibility in this category?
Visibility is highly concentrated: Guidewire alone accounts for 25.0 percent, five brands share the 12.5 tier, and five brands including Sapiens, Insurity, and OneShield score zero on both visibility and citation.
Which engine dominates AI citations in this category?
Google AI Mode is the only engine recorded across all 20 brands in this audit, making it the sole driver of AI visibility and citation data for this category.