HR AI Index

Index › Products › ServiceNow AI Agents / Employee Service · September 2026 Edition

1 category · Named, not ranked

ServiceNow AI Agents / Employee Service

1Judge labels

0First choices

1Negative labels

1 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.3, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. ServiceNow AI Agents / Employee Service was named 1 time in HR AI assistants, where Workativ Assistant led with 12%. 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-market106 of 119

under the label threshold

Enterprisenot named

No model named it for this buyer.

In hr ai assistants · 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 ServiceNow AI Agents / Employee Service 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
HR AI assistants	Onboarding and employee experience	0%	106 of 119	100%	1	under 10 labels · led by Workativ Assistant at 12%

Movement

This is the first edition on this tier, so no move can be computed for ServiceNow AI Agents / Employee Service 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 ServiceNow AI Agents / Employee Service across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

Paraphrase1 labelNone

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative1 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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.

“reviews note it can be more complex and expensive than more specialized HR-first tools” GPT-5.4 mini · HR AI assistants · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as ServiceNow AI Agents / Employee Service, over the 1 answer that named it. Took the first choice instead counts the answers where the other product was the first choice and ServiceNow AI Agents / Employee Service was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Microsoft’s HR policy/self-service agent approach1 of 11Not among the top eight

Workday HR Service Agent1 of 10Not 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 ServiceNow AI Agents / Employee Service. 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 1 of the 1 answers that named ServiceNow AI Agents / Employee Service and are not a share of its labels.

Domains cited

g2.com1

learn.microsoft.com1

workday.com1

Three of the three domain citations in answers naming ServiceNow AI Agents / Employee Service came from somebody else's page.

Pages cited

g2.com/products/zendesk-for-employee-service/reviews1

learn.microsoft.com/en-us/microsoft-365/copilot/extensibility/agent-template-my-company-po1

workday.com/en-us/artificial-intelligence/ai-agents/hr-service.html1

Pages are listed as the models cited them.

Follow ServiceNow AI Agents / Employee Service

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.

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 ServiceNow AI Agents / Employee Service'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 ServiceNow AI Agents / Employee Service, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

With a new claim: the vendor brief

A new claim receives the current edition's vendor brief for ServiceNow AI Agents / Employee Service by email, built from the raw record of the edition. It shows:

where ServiceNow AI Agents / Employee Service 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 ServiceNow AI Agents / Employee Service, 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.

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 servicenow.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.