AEO for identity governance software: AI search visibility ranking
How AI search engines rank identity governance 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. Identity governance software used to manage access reviews, lifecycle provisioning, segregation of duties, and identity compliance across enterprise applications and infrastructure. 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 Identity governance software, Saviynt emerges as the leader, cited frequently in responses with a visibility of 62.5 percent. Other top names include SailPoint and Microsoft Entra. This means for those evaluating options, Saviynt notably stands out among its peers in terms of visibility and mentions.
The rankings reflect trends in the sources AI engines rely on, with gartner.com, zluri.com, and linx.security among the most frequently cited. These are often aggregator or review sites, providing a broad consensus on brand performance. Their influence suggests that expert reviews and community feedback significantly shape these AI-referenced rankings.
For buyers, the presence of Saviynt at the top implies the brand enjoys strong consensus among AI engines, due to recent reviews and third-party validation. Consider looking beyond the numbers, such as the detailed feedback and specific strengths outlined in trusted sources, to inform your decision when choosing from this list.
At a glance
What we observed in this category
Saviynt leads the identity governance software category with a composite score of 55.0, narrowly ahead of SailPoint at 51.2. Both brands share identical visibility at 62.5%, but Saviynt's citation rate of 37.5% versus SailPoint's 25.0% creates the scoring gap. The category average visibility sits at just 13.1%, meaning these two leaders are operating at nearly five times the category norm. That concentration at the top suggests AI responses in this category are dominated by a very small set of vendors.
A notable divergence between visibility and citation appears at rank 6, where Delinea holds a 0.0% visibility score yet records a 37.5% citation rate, matching Saviynt's citation figure. This pattern indicates Delinea is being referenced as a trusted source in AI-generated answers without receiving named mentions in overviews. Okta presents a contrasting case, with 37.5% visibility but only 25.0% citation, meaning it is named more often than it is linked or sourced. These two brands illustrate that being named and being cited are measurably different outcomes in this category.
Google AI Mode is the top engine for every brand in this dataset without exception, suggesting the audit signals are concentrated in a single engine. Among cited sources, gartner.com appears first, followed by niche platforms such as zluri.com, linx.security, and apono.io, alongside reddit.com and youtube.com. Saviynt.com itself appears in the top cited sources list, which is rare and indicates its own content is being pulled into AI answers directly. The presence of community and video sources signals AI is drawing on a broad content mix beyond analyst reports.
Movers & shakers since last refresh
Biggest visibility risers
-
Saviynt 12% → 62% · rank #4 → #1+50pp
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SailPoint 12% → 62% · rank #2 → #2+50pp
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Microsoft Entra 12% → 50% · rank #6 → #3+38pp
Biggest visibility fallers
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SAP 12% → 0% · rank #7 → #11-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
saviynt.com
|
62% | 38% | Google AI Mode |
Saviynt leads with a 55.0 composite score, driven by a 37.5% citation rate that exceeds SailPoint's by 12.5 points despite identical 62.5% visibility. |
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| 2 |
sailpoint.com
|
62% | 25% | Google AI Mode |
SailPoint matches Saviynt's 62.5% visibility but trails on citation at 25.0%, producing a composite score of 51.2 versus Saviynt's 55.0. |
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| 3 |
microsoft.com
|
50% | 12% | Google AI Mode |
Microsoft Entra sits at 50.0% visibility but converts only 12.5% to citations, the lowest citation rate among the top four ranked brands. |
||||
| 4 |
okta.com
|
38% | 25% | Google AI Mode |
Okta records 37.5% visibility and 25.0% citation, placing it above category average on both metrics but well behind the top two on composite score. |
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| 5 |
omadaidentity.com
|
12% | 12% | Google AI Mode |
Omada sits at 12.5% on both visibility and citation, matching the category average visibility of 13.1% and representing a clear drop from the top four. |
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| 6 |
delinea.com
|
0% | 38% | Google AI Mode |
| 7 |
jumpcloud.com
|
12% | 0% | Google AI Mode |
| 8 |
ibm.com
|
12% | 0% | Google AI Mode |
| 9 |
oracle.com
|
12% | 0% | Google AI Mode |
| 10 |
clearskye.com
|
0% | 12% | Google AI Mode |
| 11 |
sap.com
|
0% | 0% | Google AI Mode |
| 12 |
manageengine.com
|
0% | 0% | Google AI Mode |
| 13 |
cyberark.com
|
0% | 0% | Google AI Mode |
| 14 |
rsa.com
|
0% | 0% | Google AI Mode |
| 15 |
forgerock.com
|
0% | 0% | Google AI Mode |
| 16 |
opentext.com
|
0% | 0% | Google AI Mode |
| 17 |
evidian.com
|
0% | 0% | Google AI Mode |
| 18 |
simeio.com
|
0% | 0% | Google AI Mode |
| 19 |
oneidentity.com
|
0% | 0% | Google AI Mode |
| 20 |
pingidentity.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on identity governance 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 identity governance 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 identity governance software
Who leads AI visibility in identity governance software?
Saviynt and SailPoint are joint leaders on visibility at 62.5% each, but Saviynt holds the top composite score of 55.0 due to a higher citation rate of 37.5%.
How concentrated is AI visibility in this category?
Visibility is heavily concentrated at the top, with the category average at 13.1% while Saviynt and SailPoint both sit at 62.5%, nearly five times the average.
Which brand has the biggest gap between citation rate and visibility?
Delinea shows the sharpest divergence, recording a 37.5% citation rate while holding 0.0% visibility, meaning it is sourced but not named in AI overviews.
What sources does AI cite most for identity governance software research?
Gartner.com is the top cited source, followed by zluri.com, linx.security, apono.io, reddit.com, youtube.com, lumos.com, and saviynt.com.
Which brand showed the largest visibility improvement in the most recent period?
Saviynt and SailPoint both recorded a visibility delta of plus 50.0 percentage points, rising from 12.5% to 62.5%, the largest gains in the category.
Which engine dominates AI visibility signals in identity governance software?
Google AI Mode is the top engine for every single brand in the dataset, with no other engine appearing as a leading source for any vendor.