IT AI Index

Index › Vendors › Admin By Request · September 2026 Edition

2 categories · Named, not ranked

Admin By Request

8Judge labels

2First choices

1Negative labels

7 of 12Models named it

2Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Admin By Request was named 2 times in UEM and 1 other category, where Microsoft Intune led with 43%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market10 of 52

under the label threshold

Enterprisenot named

No model named it for this buyer.

In uem · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Admin By Request 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
Unified endpoint management	IT operations and endpoint	2%	10 of 52	0%	1	under 10 labels · led by Microsoft Intune at 43%
Privileged access management	Identity and access	0%	25 of 74	0%	1	under 10 labels · led by ManageEngine PAM360 at 21%

Movement

This is the first edition on this tier, so no move can be computed for Admin By Request yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Admin By Request across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	1	0	1
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	1	1
MiniMax M2.5	0	0	0

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

Direct0 labelsNone

Paraphrase2 labels1

Comparative0 labelsNone

Budget-constrained4 labels1

Scale-constrained0 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative8 labels in all, every segment counted; 2 of the 2 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.

“1. Admin by Google - a lightweight and easy-to-use MDM solution designed for small and mid-sized businesses.” Llama 4 Maverick · UEM · paraphrase prompt · first choice

“Best if you want a free endpoint privilege management tool: Admin By Request” GLM 4.7 FlashX · PAM · budget prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as Admin By Request, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Admin By Request was named but was not.

ProductSame answerTook the first choice insteadHead to head

ManageEngine PAM3607 of 81Not in the top three

KeeperPAM6 of 81Not in the top three

Delinea Secret Server5 of 81Not in the top three

CyberArk4 of 81Not in the top three

Teleport4 of 81Not in the top three

JumpServer3 of 82Not in the top three

BeyondTrust3 of 81Not in the top three

HashiCorp Vault3 of 80Not in the top three

ARCON PAM2 of 80Not in the top three

Delinea2 of 80Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 Admin By Request. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 8 of the 8 answers that named Admin By Request and are not a share of its labels.

Domains cited

encomputers.com6

startwithidentity.com6

aimultiple.com5

heimdalsecurity.com4

keepersecurity.com4

g2.com3

gartner.com3

jumpserver.com3

spotsaas.com3

capterra.com2

Thirty-nine of the thirty-nine domain citations in answers naming Admin By Request came from somebody else's page.

Pages cited

encomputers.com/2024/05/best-pam-autoelevate6

aimultiple.com/pam-solutions5

startwithidentity.com/rankings/best-pam-for-smb5

heimdalsecurity.com/blog/privileged-access-management-pam-software-solutions4

aimultiple.com/free-pam-solution3

g2.com/categories/privileged-access-management-pam/small-business3

gartner.com/reviews/market/privileged-access-management3

spotsaas.com/list/privileged-access-management--pam--software/for-small-business3

Pages are listed as the models cited them.

Names read as Admin By Request

What the judge wrote, as written, with how often. The vendor table decides that these count as Admin By Request; a claim can dispute any of them.

Admin by Google 1

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 Admin By Request'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 Admin By Request, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at adminbyrequest.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.