Every category where a model named CyberArk Identity Security Platform for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Non-human identity management	Identity and access	0%	59 of 128	45%	29	criticized challenger
Identity threat detection and response	Identity and access	0%	19 of 105	0%	7	under 10 labels · led by Huntress Managed ITDR at 51%
Identity governance	Identity and access	0%	25 of 76	0%	2	under 10 labels · led by Microsoft Entra ID Governance at 25%	newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for CyberArk Identity Security Platform yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated CyberArk Identity Security Platform across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	1	0	1
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	0	0	1	1
Perplexity Sonar	0	3	0	0	3
Grok 4.20	0	0	1	3	4
Mistral Small	0	0	0	0	0
DeepSeek V4 Flash	1	1	0	3	5
Llama 4 Maverick	0	0	2	0	2
Qwen 3.7 Flash	0	3	1	2	6
Kimi K2	1	0	0	2	3
GLM 4.7 FlashX	1	2	0	1	4
MiniMax M2.5	1	1	0	0	2
GPT-6 Luna	0	0	0	0	0
Muse Glimmer 30B	1	2	2	1	6

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct18 labels4

Paraphrase23 labels6

Comparative34 labels8not counted in share

Budget-constrained10 labels1

Scale-constrained12 labelsNone

Negative10 labels1not counted in share

First choiceAlternativeMentionNegative107 labels in all, every segment counted; 11 of the 20 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“End-to-end identity security platform covering human, privileged, and machine identities ... Best For: Large enterprises needing comprehensive identity security across all identity types” Kimi K2 · NHI management · comparative prompt · first choice

“Best for unified machine identity security and Zero Trust: CyberArk, especially post-Venafi for certificate and machine identity governance at enterprise scale.” Muse Glimmer 30B · NHI management · comparative prompt · first choice

“Consider larger, established platforms (e.g., CyberArk, now owned by Palo Alto Networks at $21-25B) that have deeper resources and more stable roadmaps” DeepSeek V4 Flash · NHI management · negative prompt · first choice

“CyberArk (including its Venafi acquisition) is the enterprise benchmark for managing large certificate estates and privileged access.” GLM 4.7 FlashX · NHI management · comparative prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“What to Avoid (for Mid-Market) - CyberArk, SailPoint, Saviynt (enterprise IGA suites)” DeepSeek V4 Flash · NHI management · direct prompt · hard negative

“Avoid CyberArk/Venafi at this stage—they're overkill in both cost and complexity” Kimi K2 · NHI management · paraphrase prompt · hard negative

“CyberArk/Traditional PAM: Overkill and overpriced for mid-market needs” Kimi K2 · NHI management · direct prompt · hard negative

“CyberArk | Enterprise pricing, way beyond SMB budgets” DeepSeek V4 Flash · NHI management · budget prompt · hard negative

Named alongside

The products named in the same answers as CyberArk Identity Security Platform, over the 107 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and CyberArk Identity Security Platform was named but was not.

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ProductSame answerTook the first choice insteadHead to head

HashiCorp Vault55 of 1073Not among the top eight

Akeyless37 of 1077Not among the top eight

Astrix Security32 of 1072Not among the top eight

Entro Security30 of 1072Not among the top eight

Venafi29 of 1071Not among the top eight

SailPoint25 of 1070Not among the top eight

Microsoft Entra ID24 of 1075Not among the top eight

Delinea24 of 1074Not among the top eight

Oasis Security23 of 1075Not among the top eight

Okta23 of 1072Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named CyberArk Identity Security Platform. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 100 of the 107 answers that named CyberArk Identity Security Platform and are not a share of its labels.

Domains cited

expertinsights.com55

startupstash.com38

cybersecuritynews.com36

oneidentity.com35

startwithidentity.com35

wwt.com31

securityboulevard.com30

guideflow.com29

cyberpress.org28

majorkeytech.com28

345 of the 345 domain citations in answers naming CyberArk Identity Security Platform came from somebody else's page.

Pages cited

expertinsights.com/identity-and-access-management/top-nhi-management-solutions41

oneidentity.com/learn/top-non-human-identity-and-agentic-ai-security-tools.aspx31

wwt.com/blog/non-human-identity-security-platform-assessment31

startupstash.com/top-non-human-identity-management-platforms30

cybersecmanager.net/best-non-human-identity-management-platforms22

majorkeytech.com/blogs/best-iam-solutions22

securityboulevard.com/2026/06/top-non-human-identity-nhi-management-tools-for-202622

cybersecuritynews.com/best-iam-solutions20

Pages are listed as the models cited them.

Search and answers

cyberark.com is not in Google's top ten for any of the category's searches. In the answers, CyberArk Identity Security Platform takes 0% of first choices and JumpCloud takes 14%.

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In search

Google, US estimates

Position for “non-human identity management platforms”

–

not in the top ten

Position for “best non-human identity management platform”

–

not in the top ten

Searches for its name, Google: 140 a month (“cyberark identity security platform”)
AI search demand for its name, est.: 2 a month
Its company's site: cyberark.com shared with CyberArk's other products; the figures are the site's
Organic visits to its site: about 147,793 a month
Searches its site ranks for: 8,049 · 538 in the top three
Sites linking to it: 13,201
Paid Google search: 1 searches its ads show for, about 4 clicks and $62 a month (estimate)

Ads on GoogleDetailLess

120+ ads · 115 text, 5 video · 0 shown in the last 30 days

First shown January 2023, as CYBERARK SOFTWARE LTD., verified. Ads started 2025-10 to 2026-09: 68 in the year, 52 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 59 of 128 in NHI management

Segment leader

14%

JumpCloud

First choices: 11 across its categories
Named in: 107 answers
Its own site cited: in 100 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as CyberArk Identity Security Platform

What the judge wrote, as written, with how often. The vendor table decides that these count as CyberArk Identity Security Platform; a claim can dispute any of them.

CyberArk 32CyberArk Identity Security 2CyberArk (now Idira by Palo Alto Networks) 1CyberArk (via Venafi acquisition) 1CyberArk (with Venafi) 1CyberArk Identity Security Platform (Idira) 1

Follow CyberArk Identity Security Platform

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

CyberArk is the company behind CyberArk Identity Security Platform.

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On record

Company records

Also from CyberArk: CyberArk Certificate Manager, CyberArk Conjur, CyberArk Customer Identity, CyberArk IGA, CyberArk Identity, CyberArk MFA, CyberArk Privileged Access Manager, CyberArk Secrets Manager and 1 more

In its own words

Stated by the vendor, not checked

Positioning: Identity security platform to secure every identity: human, machine and agentic
paloaltonetworks.com/cyberpedia/identity-security
For: enterprises
paloaltonetworks.com/cyberpedia/identity-security
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting, customers

What CyberArk Identity Security Platform's own pages state, read October 5, 2026: paloaltonetworks.com/cyberpedia/identity-security, paloaltonetworks.com/idira/identity-security-guide, paloaltonetworks.com/cyberpedia/what-is-identity-security, paloaltonetworks.com/idira/idira-identity-security-landscape, paloaltonetworks.com/idira/identity-security-landscape-report. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when CyberArk Identity Security Platform's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as CyberArk Identity Security Platform, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for CyberArk Identity Security Platform by email, built from the raw record of the edition. It shows:

where CyberArk Identity Security Platform is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name CyberArk Identity Security Platform, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.