AEO Rankings · Security

AEO for privileged access management software: AI search visibility ranking

By monitoraeo Last updated August 05, 2026 Refreshed every 90 days

How AI search engines rank privileged access management 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. Privileged access management platforms used to secure admin credentials, broker privileged sessions, rotate secrets, and control elevated access across infrastructure and applications. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

12%

Avg citation rate

20/20

Brands successfully audited

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AI engines most frequently recommend CyberArk as the leader in Privileged access management software, noted for its comprehensive capabilities and strong customer backing. With a visibility percentage of 62.5%, CyberArk stands out significantly from its peers. Other top brands like BeyondTrust and Delinea are also frequently mentioned, making them worthy competitors in this space.

The prominence of CyberArk and other brands in the AI rankings is largely influenced by data from reliable sources such as securden.com, youtube.com, and gartner.com. These platforms often aggregate user reviews and expert analyses, which means that the AI engines trust these sources to provide a balanced view of the market landscape.

For buyers examining this list, it is essential to consider what AI engines prioritize: recent reviews and solid third-party validation. Reviewing feedback from trusted sites and ensuring the software's authority in specific subcategories will guide you toward making a well-informed decision among the top brands.

At a glance

Category leader CyberArk 62% visibility · named in 5 of 8 AI answers

Most cited brand Securden 88% citation rate · the AI's most-trusted source brand in privileged access management software

Top cited domain securden.com Referenced by AI across the privileged access management software query set — the highest-leverage PR target in this category

Visibility spread 62pp Gap between top and bottom of the ranking · 15 brands at 0% (invisible to the AI)

What we observed in this category

CyberArk leads the PAM software category with a visibility score of 62.5%, more than 25 percentage points ahead of the nearest competitors BeyondTrust and Delinea, both at 37.5%. The category average visibility sits at just 8.1%, making CyberArk's score roughly 7.7 times the mean. CyberArk also moved up from rank 4 to rank 1, gaining 12.5 visibility points and 25 citation points in the latest period. That gap between the leader and the rest is large enough to suggest entrenched AI preference rather than a competitive cluster.

Securden presents the sharpest divergence between named visibility and citation rate in the dataset. It holds 0.0% visibility yet records the highest citation rate of any brand at 87.5%, and it appears as the top cited source across the whole category. This means Google AI Mode is actively pulling from securden.com as a reference source without naming Securden as a featured brand answer. BeyondTrust shows the inverse pattern at a smaller scale, with citation at 37.5% matching its visibility exactly, suggesting more balanced AI recognition.

Google AI Mode is the dominant engine for every brand in the top 10, with no other engine recorded as a top performer for any brand. The top cited sources include securden.com, gartner.com, youtube.com, reddit.com, and aimultiple.com, indicating the AI is drawing on a mix of vendor content, analyst authority, community discussion, and comparison aggregators. One Identity's dramatic fall from rank 2 to rank 12, with a citation loss of 87.5 points, shows how quickly source anchoring can shift within this engine.

Movers & shakers since last refresh

Biggest visibility risers

CyberArk 50% → 62% · rank #4 → #1
+12pp
HashiCorp 0% → 12% · rank #17 → #6
+12pp

Biggest visibility fallers

One Identity 25% → 0% · rank #2 → #12
-25pp
BeyondTrust 50% → 38% · rank #3 → #2
-12pp
Delinea 50% → 38% · rank #1 → #3
-12pp

The AEO ranking

#	Brand	Visibility	Citation	Top engine
1	CyberArk cyberark.com	62%	25%	Google AI Mode
CyberArk leads at 62.5% visibility, more than 24 points above BeyondTrust, and rose from rank 4 to rank 1 with a 25-point citation gain in the latest period.
2	BeyondTrust beyondtrust.com	38%	38%	Google AI Mode
BeyondTrust sits at 37.5% visibility and 37.5% citation, the only top-5 brand where both scores align exactly, though visibility fell 12.5 points from the prior period.
3	Delinea delinea.com	38%	25%	Google AI Mode
Delinea dropped from rank 1 to rank 3, losing 12.5 visibility points and 25 citation points, placing it level with BeyondTrust on visibility but behind on citation rate.
4	Securden securden.com	0%	88%	Google AI Mode
Securden records 0.0% named visibility yet an 87.5% citation rate, the highest in the category, making it the most-cited but least-featured brand in AI answers.
5	StrongDM strongdm.com	12%	25%	Google AI Mode
StrongDM holds 12.5% visibility and 25.0% citation, above the category averages of 8.1% and 11.9% respectively, but its composite score of 16.2 trails the top four considerably.
6	HashiCorp hashicorp.com	12%	0%	Google AI Mode
7	ManageEngine manageengine.com	0%	12%	Google AI Mode
8	Imprivata imprivata.com	0%	12%	Google AI Mode
9	JumpCloud jumpcloud.com	0%	12%	Google AI Mode
10	Okta okta.com	0%	0%	Google AI Mode
11	IBM ibm.com	0%	0%	Google AI Mode
12	One Identity oneidentity.com	0%	0%	Google AI Mode
13	WALLIX wallix.com	0%	0%	Google AI Mode
14	Akeyless akeyless.io	0%	0%	Google AI Mode
15	Teleport goteleport.com	0%	0%	Google AI Mode
16	ARCON arconnet.com	0%	0%	Google AI Mode
17	Keeper Security keepersecurity.com	0%	0%	Google AI Mode
18	Saviynt saviynt.com	0%	0%	Google AI Mode
19	Microsoft Entra microsoft.com	0%	0%	Google AI Mode
20	senhasegura senhasegura.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on privileged access management 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.

securden.comyoutube.comgartner.comminiorange.com12port.comreddit.comaimultiple.compaloaltonetworks.com

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 privileged access management 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.

Audit your privileged access management software brand → Browse all AEO rankings Methodology →

Frequently asked about AEO for privileged access management software

Who leads AI visibility in privileged access management software?

CyberArk leads with 62.5% visibility, far above the category average of 8.1% and more than 25 points ahead of the next brands, BeyondTrust and Delinea, both at 37.5%.

Which PAM brand has the highest citation rate in Google AI Mode?

Securden holds an 87.5% citation rate, the highest in the category, despite having 0.0% named visibility, meaning AI cites its content without featuring it as a top brand answer.

What sources does Google AI Mode anchor on most for PAM category research?

The top cited sources include securden.com, gartner.com, youtube.com, reddit.com, and aimultiple.com, combining vendor content, analyst coverage, community forums, and comparison aggregators.

Which brands have seen the biggest AI visibility changes in this category recently?

CyberArk gained 12.5 visibility points rising from rank 4 to rank 1, while One Identity lost 25 visibility points and 87.5 citation points, falling from rank 2 to rank 12.

Is there a significant gap between being named in AI answers and being cited as a source in PAM software?

Yes. Securden shows the starkest gap with 0.0% named visibility and 87.5% citation, while HashiCorp shows the opposite pattern with 12.5% visibility and 0.0% citation.

How competitive is AI visibility across the PAM software category overall?

Visibility is highly concentrated, with a category average of just 8.1% and only three brands scoring above 37.5%, suggesting Google AI Mode currently favours a small set of established PAM vendors.