AEO for single sign-on software: AI search visibility ranking
How AI search engines rank single sign-on 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. Single sign-on platforms used to centralize authentication, streamline employee access, and secure login flows across business applications and devices. 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 inquire about Single sign-on software, AI engines frequently highlight Microsoft Entra ID as the leader, with a visibility rate of 62.5%. Okta and miniOrange also rank among the top brands, indicating their prominence in the industry and suggesting these options are worth considering.
The rankings are influenced by the domains that AI engines rely on for citation, with sites like miniorange.com, learn.g2.com, and onelogin.com frequently referenced. Many of these are aggregator or review platforms, which compile and share comprehensive feedback on various brands and their offerings.
For buyers, this means prioritizing brands featured on this page with high visibility is advisable, as AI engines value sources with recent reviews and third-party validation. Consider brands like Microsoft Entra ID that appear consistently across trusted review platforms, demonstrating strong topical authority within Single sign-on software.
At a glance
What we observed in this category
Microsoft Entra ID leads the single sign-on software category with a visibility score of 62.5%, nearly 25 points ahead of second-ranked Okta at 50.0%. Both scores sit far above the category average of 8.1%, signalling a steep concentration of AI mentions at the top. This gap matters because a buyer asking Google AI Mode for SSO recommendations will encounter these two brands in the vast majority of responses, effectively making the remaining 18 brands nearly invisible in unprompted discovery.
The category reveals a sharp split between brands that are named frequently and brands that are actually cited as sources. Microsoft Entra ID and Okta hold the top two visibility positions yet carry 0.0% citation rates, meaning AI surfaces them by name without linking back to their own domains. miniOrange and OneLogin invert this pattern entirely, with citation rates of 75.0% each despite visibility scores of only 12.5% and 0.0% respectively, showing they are trusted as reference material rather than recommended as primary answers.
Google AI Mode is the dominant engine across every brand in this dataset, with no brand recording a top engine other than Google AI Mode. The top cited sources list is anchored by miniorange.com and onelogin.com, but third-party review platforms g2.com and learn.g2.com also appear, alongside reddit.com and youtube.com. This pattern suggests Google AI Mode is pulling category content from a mix of vendor documentation and peer-review or community sources rather than relying solely on vendor-owned domains.
Movers & shakers since last refresh
Biggest visibility risers
-
Microsoft Entra ID 38% → 62% · rank #5 → #1+25pp
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Keycloak 0% → 25% · rank #20 → #5+25pp
-
miniOrange 0% → 12% · rank #6 → #3+12pp
Biggest visibility fallers
-
OneLogin 25% → 0% · rank #2 → #4-25pp
-
JumpCloud 25% → 0% · rank #3 → #10-25pp
-
WorkOS 12% → 0% · rank #4 → #7-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
microsoft.com
|
62% | 0% | Google AI Mode |
Microsoft Entra ID leads with 62.5% visibility, nearly 8 times the 8.1% category average, but holds a 0.0% citation rate despite a 25-point visibility gain over its previous period. |
||||
| 2 |
okta.com
|
50% | 0% | Google AI Mode |
Okta sits 12.5 points behind Microsoft Entra ID at 50.0% visibility and also carries a 0.0% citation rate, meaning it is named frequently but never sourced directly by Google AI Mode. |
||||
| 3 |
miniorange.com
|
12% | 75% | Google AI Mode |
miniOrange holds only 12.5% visibility yet achieves the joint-highest citation rate in the top 10 at 75.0%, making it the most-cited domain in the category source list. |
||||
| 4 |
onelogin.com
|
0% | 75% | Google AI Mode |
OneLogin records 0.0% visibility after falling from rank 2, yet its 75.0% citation rate matches miniOrange, indicating AI still draws on its content even while no longer recommending it by name. |
||||
| 5 |
keycloak.org
|
25% | 0% | Google AI Mode |
Keycloak is the biggest rank mover in the category, jumping from rank 20 to rank 5 with a 25-point visibility gain, though it holds a 0.0% citation rate. |
||||
| 6 |
pingidentity.com
|
12% | 12% | Google AI Mode |
| 7 |
workos.com
|
0% | 25% | Google AI Mode |
| 8 |
lastpass.com
|
0% | 12% | Google AI Mode |
| 9 |
auth0.com
|
0% | 12% | Google AI Mode |
| 10 |
jumpcloud.com
|
0% | 0% | Google AI Mode |
| 11 |
duo.com
|
0% | 0% | Google AI Mode |
| 12 |
rippling.com
|
0% | 0% | Google AI Mode |
| 13 |
descope.com
|
0% | 0% | Google AI Mode |
| 14 |
cyberark.com
|
0% | 0% | Google AI Mode |
| 15 |
sailpoint.com
|
0% | 0% | Google AI Mode |
| 16 |
secureauth.com
|
0% | 0% | Google AI Mode |
| 17 |
manageengine.com
|
0% | 0% | Google AI Mode |
| 18 |
keepersecurity.com
|
0% | 0% | Google AI Mode |
| 19 |
fusionauth.io
|
0% | 0% | Google AI Mode |
| 20 |
frontegg.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on single sign-on 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 single sign-on 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 single sign-on software
Who leads AI visibility in single sign-on software?
Microsoft Entra ID leads with 62.5% visibility, followed by Okta at 50.0%. Both scores are far above the category average of 8.1%.
Which SSO brands are cited most often by Google AI Mode as sources?
miniOrange and OneLogin each carry 75.0% citation rates, the highest in the category, and both appear in the top cited source domains alongside g2.com and reddit.com.
Are the most visible SSO brands also the most cited?
No. The top two brands by visibility, Microsoft Entra ID and Okta, both have 0.0% citation rates, while lower-visibility brands miniOrange and OneLogin dominate citations.
Which engine drives AI visibility for SSO software?
Google AI Mode is the top engine for every brand in the dataset, with no other engine recorded as a top performer for any brand.
Which brands have seen the biggest recent visibility changes in this category?
Microsoft Entra ID gained 25 points in visibility rising from rank 5 to rank 1, while Keycloak jumped from rank 20 to rank 5 with a matching 25-point gain. JumpCloud fell from rank 3 to rank 10 with a 25-point visibility loss.
What third-party sources does Google AI Mode rely on for SSO category content?
The cited source list includes g2.com, learn.g2.com, reddit.com, and youtube.com alongside vendor domains, indicating Google AI Mode blends peer-review and community content with vendor material.