Identity governance software: AI search visibility ranking (2026)
How AI search engines rank identity governance 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. 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 AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about identity governance software, One Identity comes up most often, appearing in 75% of AI citations across the engines tracked here. SailPoint and Okta round out the top three, but One Identity leads by a meaningful margin across the 20 brands ranked on this page.
The rankings reflect where AI engines go to build their answers. Gartner.com dominates as a cited source, which makes sense since analyst Magic Quadrant reports carry heavy weight with AI training data. The remaining top sources, oneidentity.com, apono.io, infisign.ai, and securends.com, are a mix of vendor sites and smaller specialist publishers, suggesting AI engines also pull from niche topical sources when covering this category.
For a buyer using this list, the practical takeaway is that AI engines reward third-party validation heavily, especially from analyst and review platforms. A brand that ranks well here likely has strong coverage on Gartner and similar aggregators. Before shortlisting, check whether the brands you are considering have recent, detailed reviews on those platforms, since that is the content AI engines weigh most when forming recommendations.
At a glance
What we observed in this category
One Identity leads the category with a composite score of 22.5, despite having zero visibility (0.0%) and relying entirely on a 75.0% citation rate. SailPoint and Okta share identical composite scores of 20.0 and sit well above the category average composite, which the 3.8 average visibility figure underlines as a low-engagement landscape overall. The gap between One Identity and the rest is meaningful because citation without visibility suggests AI is referencing the brand as a trusted source without surfacing it in direct answers.
The data reveals a sharp divergence between named presence and cited trustworthiness. Microsoft Entra and SAP each hold 12.5% visibility but 0.0% citation, meaning AI surfaces them by name yet never anchors to their domains as sources. Conversely, One Identity, Delinea, Oracle, and ManageEngine all show zero visibility but positive citation rates, indicating AI trusts their content as reference material while not featuring them prominently in generated responses to buyer queries.
Google AI Mode is the top engine for every brand in the dataset, confirming this category's AI visibility is concentrated in a single engine. The top cited sources list shows gartner.com and oneidentity.com alongside smaller specialist domains including apono.io, infisign.ai, securends.com, and linx.security. This pattern suggests Google AI Mode is blending analyst authority from Gartner with niche security-focused publishers rather than drawing primarily from vendor-owned content.
Movers & shakers since last refresh
Biggest visibility risers
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Omada 0% → 12% · rank #10 → #5+12pp
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SAP 0% → 12% · rank #14 → #7+12pp
Biggest visibility fallers
-
SailPoint 25% → 12% · rank #2 → #2-12pp
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Okta 25% → 12% · rank #1 → #3-12pp
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Saviynt 25% → 12% · rank #3 → #4-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
oneidentity.com
|
0% | 75% | Google AI Mode |
One Identity holds the highest composite score (22.5) on a 75.0% citation rate alone, with 0.0% visibility, making it the category's most-cited but least-surfaced brand. |
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| 2 |
sailpoint.com
|
12% | 38% | Google AI Mode |
SailPoint scores 20.0 composite with 37.5% citation, but its visibility fell 12.5 points from the prior period despite citation rising 25.0 points over the same window. |
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| 3 |
okta.com
|
12% | 38% | Google AI Mode |
Okta matches SailPoint at 20.0 composite and 37.5% citation, yet dropped from rank 1 to rank 3 as visibility declined 12.5 points from its previous 25.0% level. |
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| 4 |
saviynt.com
|
12% | 12% | Google AI Mode |
Saviynt scores 12.5 composite with citation and visibility both at 12.5%, sitting at the category average citation rate after a 12.5-point visibility decline this period. |
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| 5 |
omadaidentity.com
|
12% | 12% | Google AI Mode |
Omada is the biggest visibility riser in the dataset, climbing from rank 10 to rank 5 with a 12.5-point visibility gain, though citation remained flat at 0.0 delta. |
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| 6 |
microsoft.com
|
12% | 0% | Google AI Mode |
| 7 |
sap.com
|
12% | 0% | Google AI Mode |
| 8 |
delinea.com
|
0% | 12% | Google AI Mode |
| 9 |
oracle.com
|
0% | 12% | Google AI Mode |
| 10 |
manageengine.com
|
0% | 12% | Google AI Mode |
| 11 |
cyberark.com
|
0% | 0% | Google AI Mode |
| 12 |
jumpcloud.com
|
0% | 0% | Google AI Mode |
| 13 |
rsa.com
|
0% | 0% | Google AI Mode |
| 14 |
ibm.com
|
0% | 0% | Google AI Mode |
| 15 |
pingidentity.com
|
0% | 0% | Google AI Mode |
| 16 |
forgerock.com
|
0% | 0% | Google AI Mode |
| 17 |
opentext.com
|
0% | 0% | Google AI Mode |
| 18 |
evidian.com
|
0% | 0% | Google AI Mode |
| 19 |
clearskye.com
|
0% | 0% | Google AI Mode |
| 20 |
simeio.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 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 identity governance 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 identity governance software AI visibility
Who leads AI visibility in identity governance software?
One Identity leads with the highest composite score of 22.5, driven entirely by a 75.0% citation rate rather than any named visibility in AI responses.
Which identity governance brands appear most often in AI-generated answers?
SailPoint, Okta, Saviynt, Omada, Microsoft Entra, and SAP each register 12.5% visibility, the highest named-appearance rate in the dataset, compared to a category average of 3.8%.
What sources does Google AI Mode cite most for identity governance research?
Gartner.com and oneidentity.com are the top cited sources, joined by smaller specialist publishers including apono.io, infisign.ai, securends.com, linx.security, ssojet.com, and robomq.io.
Which brands are cited by AI but not named in its answers in this category?
One Identity (75.0% citation, 0.0% visibility), Delinea, Oracle, and ManageEngine (each 12.5% citation, 0.0% visibility) are all cited as sources without appearing in AI-generated brand listings.
Which brands gained the most AI visibility recently in identity governance?
Omada and SAP are the biggest risers, each gaining 12.5 visibility points from 0.0% in the prior period, with Omada moving from rank 10 to rank 5.
Is AI visibility in identity governance concentrated on one engine?
Yes, Google AI Mode is the top-performing engine for every single brand in the dataset, meaning no brand derives its strongest signal from an alternative AI engine.